From c6444255fe90fe1bdd5b862e63265587c15df442 Mon Sep 17 00:00:00 2001
From: Digital Drosophila Archive <archive@localhost>
Date: Wed, 30 Sep 2026 13:18:18 +0800
Subject: [PATCH] Seal Phase 4AK frozen D18 independent validation

---
 CURRENT.md                                    |    32 +-
 docs/progress/phase4ak-interpretation.md      |   120 +
 .../apl-timing-validation-v1/PROTOCOL.md      |    81 +
 .../apl-timing-validation-v1/SEED-AUDIT.md    |    64 +
 .../apl-timing-validation-v1/checksums.sha256 |    18 +
 .../apl-timing-validation-v1/config.json      |    35 +
 .../apl-timing-validation-v1/context.py       |   120 +
 .../encoder_inputs.py                         |    52 +
 .../apl-timing-validation-v1/finalize.py      |   170 +
 .../apl-timing-validation-v1/manifest.json    |    90 +
 .../apl-timing-validation-v1/prepare.py       |   180 +
 .../apl-timing-validation-v1/run_case.py      |    66 +
 .../apl-timing-validation-v1/run_suite.py     |   151 +
 .../runtime_bridge.py                         |   396 +
 .../apl-timing-validation-v1/seed-audit.json  |  9314 +++++++++
 .../test_encoder_inputs.py                    |    53 +
 .../test_final_status.py                      |    39 +
 .../test_runtime_bridge.py                    |   409 +
 .../test_validation.py                        |   298 +
 .../apl-timing-validation-v1/validation.py    |   344 +
 .../apl-timing-validation-v1/verify_frozen.py |    49 +
 .../evidence-index.json                       |  7700 ++++++++
 .../evidence/REPORT.md                        |    14 +
 ...l_to_aj-matched_energy-00-s1073741825.json |   256 +
 ...el_to_aj-physiological-00-s1073741825.json |   256 +
 ...idation-matched_energy-00-s1073741825.json |   256 +
 ...lidation-physiological-00-s1073741825.json |   256 +
 .../control-cal-matched_energy-00-s51101.json |   210 +
 .../control-cal-physiological-00-s51101.json  |   210 +
 .../evidence/audit/controls-gate.json         |    21 +
 .../evidence/audit/final-status.json          | 11260 +++++++++++
 .../evidence/audit/novel-probes-gate.json     |    21 +
 .../evidence/audit/novel-validation-gate.json |    27 +
 ...l_to_aj-matched_energy-00-s1073741825.json |   201 +
 ...l_to_aj-matched_energy-01-s1073741825.json |   201 +
 ...l_to_aj-matched_energy-02-s1073741825.json |   201 +
 ...l_to_aj-matched_energy-03-s1073741825.json |   201 +
 ...l_to_aj-matched_energy-04-s1073741825.json |   201 +
 ...l_to_aj-matched_energy-05-s1073741825.json |   201 +
 ...el_to_aj-physiological-00-s1073741825.json |   201 +
 ...el_to_aj-physiological-01-s1073741825.json |   201 +
 ...el_to_aj-physiological-02-s1073741825.json |   201 +
 ...el_to_aj-physiological-03-s1073741825.json |   201 +
 ...el_to_aj-physiological-04-s1073741825.json |   201 +
 ...el_to_aj-physiological-05-s1073741825.json |   201 +
 ...idation-matched_energy-00-s1073741825.json |   201 +
 ...idation-matched_energy-01-s1073741825.json |   201 +
 ...idation-matched_energy-02-s1073741825.json |   201 +
 ...idation-matched_energy-03-s1073741825.json |   201 +
 ...idation-matched_energy-04-s1073741825.json |   201 +
 ...idation-matched_energy-05-s1073741825.json |   201 +
 ...lidation-physiological-00-s1073741825.json |   201 +
 ...lidation-physiological-01-s1073741825.json |   201 +
 ...lidation-physiological-02-s1073741825.json |   201 +
 ...lidation-physiological-03-s1073741825.json |   201 +
 ...lidation-physiological-04-s1073741825.json |   201 +
 ...lidation-physiological-05-s1073741825.json |   201 +
 .../evidence/audit/seed-probes-gate.json      |    21 +
 .../evidence/audit/seed-validation-gate.json  |    27 +
 .../cal-matched_energy-00-s51101/spec.json    |    43 +
 .../cal-physiological-00-s51101/spec.json     |    43 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../spec.json                                 |    46 +
 .../evidence/checksums.sha256                 |  2900 +++
 .../cal-matched_energy-00-s51101.json         |   151 +
 .../controls/cal-physiological-00-s51101.json |   151 +
 ...l_to_aj-matched_energy-00-s1073741825.json |   151 +
 ...el_to_aj-physiological-00-s1073741825.json |   151 +
 ...idation-matched_energy-00-s1073741825.json |   151 +
 ...lidation-physiological-00-s1073741825.json |   151 +
 .../evidence/gpu-reference/extension.json     |    17 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   122 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   104 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   122 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   130 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   102 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   104 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   104 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   137 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   107 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    89 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    93 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    93 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   117 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    98 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    86 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    86 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   111 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   109 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   106 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   106 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   102 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    89 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   105 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   105 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   107 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   128 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   109 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    94 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   111 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   135 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   138 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   115 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   131 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   102 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    84 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    93 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    93 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   113 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    97 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    68 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    68 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    75 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    75 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    83 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    72 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   107 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   107 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   123 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   120 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   109 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    95 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    95 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    98 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   116 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   101 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    88 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   108 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   108 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   107 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   126 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    83 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   105 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   105 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   116 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   109 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   101 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   104 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   106 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   117 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   103 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   119 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   113 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   112 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    99 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    96 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   102 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   109 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    97 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   111 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   111 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   131 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   113 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    90 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   121 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   121 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   141 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   132 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   126 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   124 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   101 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   101 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   114 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   106 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   105 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    97 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    97 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   100 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    99 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    83 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    63 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    63 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    87 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    94 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    88 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |    75 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   186 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   186 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   182 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   195 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   168 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 .../apl-component.json                        |    45 +
 .../apl-timing-audit.json                     |    38 +
 .../requests.csv                              |   156 +
 .../runtime-bridge.json                       |     9 +
 .../source-audit.json                         |    17 +
 .../summary.json                              |   168 +
 ...ntrols-cal-matched_energy-00-s51101-r0.log |     1 +
 ...ontrols-cal-physiological-00-s51101-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741825-r0.log |     1 +
 ...ation-matched_energy-00-s1073741825-r0.log |     1 +
 ...dation-physiological-00-s1073741825-r0.log |     1 +
 ...ntrols-cal-matched_energy-00-s51101-r0.log |     1 +
 ...ontrols-cal-physiological-00-s51101-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-00-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-01-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-01-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-01-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-01-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-01-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-01-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-02-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-02-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-02-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-02-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-02-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-02-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-03-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-03-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-03-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-03-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-03-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-03-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-04-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-04-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-04-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-04-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-04-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-04-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-05-s1073741825-r0.log |     1 +
 ...to_aj-matched_energy-05-s1073741825-r1.log |     1 +
 ...to_aj-matched_energy-05-s1073741826-r0.log |     1 +
 ...to_aj-matched_energy-05-s1073741827-r0.log |     1 +
 ...to_aj-matched_energy-05-s1073741828-r0.log |     1 +
 ...to_aj-matched_energy-05-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-00-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-00-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-01-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-01-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-01-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-01-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-01-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-01-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-02-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-02-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-02-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-02-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-02-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-02-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-03-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-03-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-03-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-03-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-03-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-03-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-04-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-04-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-04-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-04-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-04-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-04-s1073741829-r0.log |     1 +
 ..._to_aj-physiological-05-s1073741825-r0.log |     1 +
 ..._to_aj-physiological-05-s1073741825-r1.log |     1 +
 ..._to_aj-physiological-05-s1073741826-r0.log |     1 +
 ..._to_aj-physiological-05-s1073741827-r0.log |     1 +
 ..._to_aj-physiological-05-s1073741828-r0.log |     1 +
 ..._to_aj-physiological-05-s1073741829-r0.log |     1 +
 ...ation-matched_energy-00-s1073741825-r0.log |     1 +
 ...ation-matched_energy-00-s1073741825-r1.log |     1 +
 ...ation-matched_energy-00-s1073741826-r0.log |     1 +
 ...ation-matched_energy-00-s1073741827-r0.log |     1 +
 ...ation-matched_energy-00-s1073741828-r0.log |     1 +
 ...ation-matched_energy-00-s1073741829-r0.log |     1 +
 ...ation-matched_energy-01-s1073741825-r0.log |     1 +
 ...ation-matched_energy-01-s1073741825-r1.log |     1 +
 ...ation-matched_energy-01-s1073741826-r0.log |     1 +
 ...ation-matched_energy-01-s1073741827-r0.log |     1 +
 ...ation-matched_energy-01-s1073741828-r0.log |     1 +
 ...ation-matched_energy-01-s1073741829-r0.log |     1 +
 ...ation-matched_energy-02-s1073741825-r0.log |     1 +
 ...ation-matched_energy-02-s1073741825-r1.log |     1 +
 ...ation-matched_energy-02-s1073741826-r0.log |     1 +
 ...ation-matched_energy-02-s1073741827-r0.log |     1 +
 ...ation-matched_energy-02-s1073741828-r0.log |     1 +
 ...ation-matched_energy-02-s1073741829-r0.log |     1 +
 ...ation-matched_energy-03-s1073741825-r0.log |     1 +
 ...ation-matched_energy-03-s1073741825-r1.log |     1 +
 ...ation-matched_energy-03-s1073741826-r0.log |     1 +
 ...ation-matched_energy-03-s1073741827-r0.log |     1 +
 ...ation-matched_energy-03-s1073741828-r0.log |     1 +
 ...ation-matched_energy-03-s1073741829-r0.log |     1 +
 ...ation-matched_energy-04-s1073741825-r0.log |     1 +
 ...ation-matched_energy-04-s1073741825-r1.log |     1 +
 ...ation-matched_energy-04-s1073741826-r0.log |     1 +
 ...ation-matched_energy-04-s1073741827-r0.log |     1 +
 ...ation-matched_energy-04-s1073741828-r0.log |     1 +
 ...ation-matched_energy-04-s1073741829-r0.log |     1 +
 ...ation-matched_energy-05-s1073741825-r0.log |     1 +
 ...ation-matched_energy-05-s1073741825-r1.log |     1 +
 ...ation-matched_energy-05-s1073741826-r0.log |     1 +
 ...ation-matched_energy-05-s1073741827-r0.log |     1 +
 ...ation-matched_energy-05-s1073741828-r0.log |     1 +
 ...ation-matched_energy-05-s1073741829-r0.log |     1 +
 ...dation-physiological-00-s1073741825-r0.log |     1 +
 ...dation-physiological-00-s1073741825-r1.log |     1 +
 ...dation-physiological-00-s1073741826-r0.log |     1 +
 ...dation-physiological-00-s1073741827-r0.log |     1 +
 ...dation-physiological-00-s1073741828-r0.log |     1 +
 ...dation-physiological-00-s1073741829-r0.log |     1 +
 ...dation-physiological-01-s1073741825-r0.log |     1 +
 ...dation-physiological-01-s1073741825-r1.log |     1 +
 ...dation-physiological-01-s1073741826-r0.log |     1 +
 ...dation-physiological-01-s1073741827-r0.log |     1 +
 ...dation-physiological-01-s1073741828-r0.log |     1 +
 ...dation-physiological-01-s1073741829-r0.log |     1 +
 ...dation-physiological-02-s1073741825-r0.log |     1 +
 ...dation-physiological-02-s1073741825-r1.log |     1 +
 ...dation-physiological-02-s1073741826-r0.log |     1 +
 ...dation-physiological-02-s1073741827-r0.log |     1 +
 ...dation-physiological-02-s1073741828-r0.log |     1 +
 ...dation-physiological-02-s1073741829-r0.log |     1 +
 ...dation-physiological-03-s1073741825-r0.log |     1 +
 ...dation-physiological-03-s1073741825-r1.log |     1 +
 ...dation-physiological-03-s1073741826-r0.log |     1 +
 ...dation-physiological-03-s1073741827-r0.log |     1 +
 ...dation-physiological-03-s1073741828-r0.log |     1 +
 ...dation-physiological-03-s1073741829-r0.log |     1 +
 ...dation-physiological-04-s1073741825-r0.log |     1 +
 ...dation-physiological-04-s1073741825-r1.log |     1 +
 ...dation-physiological-04-s1073741826-r0.log |     1 +
 ...dation-physiological-04-s1073741827-r0.log |     1 +
 ...dation-physiological-04-s1073741828-r0.log |     1 +
 ...dation-physiological-04-s1073741829-r0.log |     1 +
 ...dation-physiological-05-s1073741825-r0.log |     1 +
 ...dation-physiological-05-s1073741825-r1.log |     1 +
 ...dation-physiological-05-s1073741826-r0.log |     1 +
 ...dation-physiological-05-s1073741827-r0.log |     1 +
 ...dation-physiological-05-s1073741828-r0.log |     1 +
 ...dation-physiological-05-s1073741829-r0.log |     1 +
 ...to_aj-matched_energy-00-s1073741825-r0.log |    11 +
 ..._to_aj-physiological-00-s1073741825-r0.log |    11 +
 ...ation-matched_energy-00-s1073741825-r0.log |    11 +
 ...dation-physiological-00-s1073741825-r0.log |    11 +
 .../evidence/manifest.json                    | 14500 ++++++++++++++
 .../apl-mask-audit.json                       |    12 +
 .../apl-timing-audit.json                     |    39 +
 .../apl-worker-handshake.json                 |    56 +
 .../apl-worker.stderr.log                     |     0
 .../coefficients.json                         |    72 +
 .../compiled-code.json                        |   124 +
 .../environment.json                          |    17 +
 .../generated-code.json                       |   124 +
 .../input-audit.json                          |    80 +
 .../output-schema.json                        |    60 +
 .../parameter-checks.json                     |    34 +
 .../queue-audit.json                          |    15 +
 .../requests.csv                              |   110 +
 .../runtime-bridge.json                       |     9 +
 .../schedule.json                             |    11 +
 .../summary.json                              |    51 +
 .../apl-mask-audit.json                       |    12 +
 .../apl-timing-audit.json                     |    39 +
 .../apl-worker-handshake.json                 |    56 +
 .../apl-worker.stderr.log                     |     0
 .../coefficients.json                         |    72 +
 .../compiled-code.json                        |   124 +
 .../environment.json                          |    17 +
 .../generated-code.json                       |   124 +
 .../input-audit.json                          |    80 +
 .../output-schema.json                        |    60 +
 .../parameter-checks.json                     |    34 +
 .../queue-audit.json                          |    15 +
 .../requests.csv                              |   118 +
 .../runtime-bridge.json                       |     9 +
 .../schedule.json                             |    11 +
 .../summary.json                              |    51 +
 .../apl-mask-audit.json                       |    12 +
 .../apl-timing-audit.json                     |    39 +
 .../apl-worker-handshake.json                 |    56 +
 .../apl-worker.stderr.log                     |     0
 .../coefficients.json                         |    72 +
 .../compiled-code.json                        |   124 +
 .../environment.json                          |    17 +
 .../generated-code.json                       |   124 +
 .../input-audit.json                          |    80 +
 .../output-schema.json                        |    60 +
 .../parameter-checks.json                     |    34 +
 .../queue-audit.json                          |    15 +
 .../requests.csv                              |   108 +
 .../runtime-bridge.json                       |     9 +
 .../schedule.json                             |    11 +
 .../summary.json                              |    51 +
 .../apl-mask-audit.json                       |    12 +
 .../apl-timing-audit.json                     |    39 +
 .../apl-worker-handshake.json                 |    56 +
 .../apl-worker.stderr.log                     |     0
 .../coefficients.json                         |    72 +
 .../compiled-code.json                        |   124 +
 .../environment.json                          |    17 +
 .../generated-code.json                       |   124 +
 .../input-audit.json                          |    80 +
 .../output-schema.json                        |    60 +
 .../parameter-checks.json                     |    34 +
 .../queue-audit.json                          |    15 +
 .../requests.csv                              |   111 +
 .../runtime-bridge.json                       |     9 +
 .../schedule.json                             |    11 +
 .../summary.json                              |    51 +
 .../evidence/protocol/control-cases.json      |    12 +
 .../evidence/protocol/encoder-audit.json      |    94 +
 .../evidence/protocol/encoder-control.json    |   487 +
 .../evidence/protocol/prepared-hashes.json    |  1857 ++
 .../evidence/protocol/preregistered.json      |   307 +
 .../evidence/protocol/validation-cases.json   |  1682 ++
 .../evidence/regression/frozen-five.json      |   323 +
 .../regression/old-integrity-after.json       |   181 +
 .../regression/old-integrity-before.json      |   181 +
 .../evidence/regression/unit-tests.json       |    17 +
 .../evidence/regression/unit-tests.log        |    53 +
 .../novel_to_aj/matched_energy.json           |   166 +
 .../validation/novel_to_aj/physiological.json |   166 +
 .../validation/novel_to_aj/summary.json       |  4657 +++++
 .../seed_validation/matched_energy.json       |   166 +
 .../seed_validation/physiological.json        |   166 +
 .../validation/seed_validation/summary.json   |  4657 +++++
 .../model/checksums.sha256                    |    18 +
 .../model/manifest.json                       |    90 +
 .../publication-receipt.json                  | 16241 ++++++++++++++++
 .../seal-verification.json                    |    22 +
 tools/phase4ak-publication/fetch_phase4ak.py  |   337 +
 .../phase4ak-publication/publish_phase4ak.py  |   234 +
 .../test_fetch_phase4ak.py                    |   239 +
 .../test_publish_phase4ak.py                  |   260 +
 .../test_verify_git_payload.py                |   269 +
 .../verify_git_payload.py                     |   324 +
 1313 files changed, 154250 insertions(+), 15 deletions(-)
 create mode 100644 docs/progress/phase4ak-interpretation.md
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/PROTOCOL.md
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/SEED-AUDIT.md
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/checksums.sha256
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/config.json
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/context.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/encoder_inputs.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/finalize.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/manifest.json
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/prepare.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/run_case.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/run_suite.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/runtime_bridge.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/seed-audit.json
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/test_encoder_inputs.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/test_final_status.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/test_runtime_bridge.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/test_validation.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/validation.py
 create mode 100644 models/male-cns-lif/apl-timing-validation-v1/verify_frozen.py
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence-index.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/REPORT.md
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-matched_energy-00-s51101.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-physiological-00-s51101.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/controls-gate.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/final-status.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/novel-probes-gate.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/novel-validation-gate.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/seed-probes-gate.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/audit/seed-validation-gate.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-matched_energy-00-s51101/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-physiological-00-s51101/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/checksums.sha256
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-matched_energy-00-s51101.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-physiological-00-s51101.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu-reference/extension.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-physiological-00-s51101-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/manifest.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/control-cases.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-audit.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-control.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/prepared-hashes.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/preregistered.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/protocol/validation-cases.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/regression/frozen-five.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-after.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-before.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.log
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/matched_energy.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/physiological.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/matched_energy.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/physiological.json
 create mode 100644 registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/summary.json
 create mode 100644 registry/phase4ak-apl-timing-validation/model/checksums.sha256
 create mode 100644 registry/phase4ak-apl-timing-validation/model/manifest.json
 create mode 100644 registry/phase4ak-apl-timing-validation/publication-receipt.json
 create mode 100644 registry/phase4ak-apl-timing-validation/seal-verification.json
 create mode 100644 tools/phase4ak-publication/fetch_phase4ak.py
 create mode 100644 tools/phase4ak-publication/publish_phase4ak.py
 create mode 100644 tools/phase4ak-publication/test_fetch_phase4ak.py
 create mode 100644 tools/phase4ak-publication/test_publish_phase4ak.py
 create mode 100644 tools/phase4ak-publication/test_verify_git_payload.py
 create mode 100644 tools/phase4ak-publication/verify_git_payload.py

diff --git a/CURRENT.md b/CURRENT.md
index 59d7c88..18585a5 100644
--- a/CURRENT.md
+++ b/CURRENT.md
@@ -4,27 +4,29 @@
 
 ## 最新结果
 
-Phase 4AJ 已封存：**PASS-FIXED-CAL-APL-TIMING-HYPOTHESIS**。只在独立分支比较 graded-APL h 当步施加与固定延迟 18 tick（1.8 ms），没有改 gain、LIF、输入、符号或 connectome。
+Phase 4AK 已正式封存：**PASS-FROZEN-D18-INDEPENDENT-VALIDATION**。直接调用 Phase 4AJ 已冻结的 D18 实现；本轮没有再改延迟、增益、LIF、输入编码或判据。
 
-| 检查 | 结果 |
-|---|---|
-| 数值门／完整 CAL 执行 | PASS；每臂 60 主运行＋12 重复 |
-| D0 对照复现 | PASS；精确复现封存 AG |
-| D0 表示门 | FAIL，仍是原约 1.2% 的平均 KC 活跃比例不足 |
-| D18 表示门 | 两模式 PASS；平均 KC 活跃比例 3.4482%／3.4072% |
-| 气味对通过数 | D18 均 11/15；D0 为 12/15、13/15，并非全面提高 |
-| 旧文件完整性／五组冻结参考新回归 | 全部 PASS |
+| 验证输入 | 模式 | 平均 KC 活跃比例 | 通过气味对 | 原完整表征门 |
+|---|---|---:|---:|---|
+| 原六气味、新种子 | physiological | 3.4670% | 12/15 | PASS |
+| 原六气味、新种子 | matched_energy | 3.4564% | 11/15 | PASS |
+| 后六气味、新种子 | physiological | 3.2767% | 14/15 | PASS |
+| 后六气味、新种子 | matched_energy | 3.2579% | 14/15 | PASS |
 
-1.8 ms 是工程调度假设，不是 MaleCNS APL 生理延迟测量。Brian 独立 LIF 对照仍共享冻结 APL 算术，已单独审计组件；不能称全组件独立 CPU 证明。未替代的 1212 条非 KC fast-APL 边限制保持原样。
+120 条主轨迹、24 次逐位重复完整通过；两个旧 D18 对照精确复现，四个预定 Brian probes 和六项 APL 组件审计通过。五组旧冻结参考的事件、计数和最终 V/g 逐位一致，所有旧登记文件校验通过，无 mismatch。
 
-这只是固定 100 ms 校准通过，**学习尚未可用，没有生成 candidate，也未替换正式 runtime**。原 Phase 4AG FAIL 和其他封存结果全部保留。
+后六气味未参与 AG/AJ 校准，但旧 4L 曾模拟全十二气味；不声称它们历史从未被模拟。matched_energy 匹配预期输入，不是实际接受事件数完全相等。种子审计仅覆盖列出的静态来源，不证明所有历史或随机流的绝对独立性。
+
+1.8 ms 仍是工程时序假设，不是 MaleCNS APL 实测延迟。Brian 独立 LIF/FIFO 仍共享冻结 APL 算术，不能称全组件独立证明。既有 5845 条 fast-APL 出边置零约定及其中 1212 条非 KC 边未替代的限制保持不变。
+
+**表征验证通过不等于学习可用。** 没有更新权重、没有 learned candidate，也未替换正式 reference/runtime；所有旧 PASS/FAIL 原样保留。完整新轨迹仍只在服务器。
 
 ## 下一步
 
-冻结 D18，先做新 seeds，再做未参与 AG/AJ 校准的后六气味验证；分别套用原门槛，不搜索参数、不合并均值救失败。先审计种子复用与静态输入来源；不提前读取旧 held-out 动态输出。旧 4L 曾运行全 12 气味，因此不称这些为项目历史从未模拟的气味。
+冻结当前成功分支，先验证气味特异的 eligibility/credit 分配与真实 KC→MBON 功能传递，再考虑带控制的 conditioning。不能仅凭 KC 稀疏、距离指标或 delta-weight 变化宣布记忆成功；不直接进入游戏、decoder、RL、视觉或 Web。
 
-上述下一阶段尚未执行。通过外推之后才考虑 credit specificity 和功能性记忆门，不能直接进入 conditioning／游戏。raw/CSR/W_syn/sign/APL 参数/eligibility-v2/14232-edge mask 与旧冻结产物不变。
+下一关尚未执行，须先明确协议与停止条件。raw/base CSR/W_syn/sign、既有 APL 参数、eligibility-v2、14232-edge mask 与所有历史封存产物继续只读。
 
-完整新事件数据在服务器。Git 同步代码、小报告与校验，不是全量异机备份。
+新实验 payload 为 6,154,144,988 bytes（约 6.15 GB），已生成 SHA-256 与 manifest。Git 同步代码、小报告和校验，不是全量异机备份。
 
-[结果解释](docs/progress/phase4aj-interpretation.md) · [正式状态](registry/phase4aj-apl-timing/evidence/audit/final-status.json) · [下一关计划](docs/progress/phase4aj-next-validation.md) · [封存校验](registry/phase4aj-apl-timing/seal-verification.json)
+[结果解释](docs/progress/phase4ak-interpretation.md) · [正式状态](registry/phase4ak-apl-timing-validation/evidence/audit/final-status.json) · [新种子验证](registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/summary.json) · [后六气味验证](registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/summary.json) · [封存校验](registry/phase4ak-apl-timing-validation/seal-verification.json)
diff --git a/docs/progress/phase4ak-interpretation.md b/docs/progress/phase4ak-interpretation.md
new file mode 100644
index 0000000..09c8361
--- /dev/null
+++ b/docs/progress/phase4ak-interpretation.md
@@ -0,0 +1,120 @@
+# Phase 4AK：冻结 D18 的验证与解释边界
+
+状态：**已完成并封存，`PASS-FROZEN-D18-INDEPENDENT-VALIDATION`。** 两块共 120 个主运行、24 次精确重复及全部预声明门禁通过。本文依据本地已下载、哈希校验的新 AK 最终证据解释结果；这是冻结 D18 分支的表征验证 PASS，不是学习成功或 learned candidate。
+
+## 本阶段检验什么
+
+检验已经固定的 AJ D18 分支，能否在预声明的新种子和未参与 AG/AJ 校准的六个气味上，继续满足完整原 4L 表征判据。本阶段没有再次选择 delay 或调整 gain，也没有训练、更新塑性权重或产生 learned candidate。
+
+两块输入、稀疏请求、源码 SHA、分析规则与停止规则已在任何新脑轨迹前锁定：
+
+| 验证块 | 固定输入 | 主运行 | 技术重复 |
+|---|---|---:|---:|
+| `seed_validation` | 原六个 CAL 气味 × 五个预声明种子 × 两种输入模式 | 60 | 12 |
+| `novel_to_aj` | 原静态面板后六个气味 × 同五个种子 × 两种模式 | 60 | 12 |
+
+每次仍为 100 ms；模式为 `physiological` 与 `matched_energy`。每气味、每模式重复首种子，重复用于逐位完整性检查，不是额外随机样本。只有种子块的数值、重复及全部原表征门同时通过，才允许启动第二块。未解锁、未执行的条件不记为 PASS；失败不换种子或气味重试。
+
+冻结的动力学包括：float64 LIF、float32 legacy graded APL、`dt=0.1 ms`、普通突触延迟 18 步、不应期 22 步、原图与符号/权重/阈值，以及 APL `tau=20 ms`、`gain=0.01`、`normalization=1`。整条生成的 graded-APL `h` 延后 18 步应用，包含其依赖的 PN/KC 实际放电反馈；不是只延后某一种来源。
+
+APL 仍在步末、reset 之后无条件写入 KC 的 `g`，不新增不应期守卫；仍先把 `h32` 提升为 float64，再乘 SI 换算系数，最后单独相减。保存起始正零填充及窗口末尾尚未应用的队列槽，不推进额外脑时间来清空尾部。这里的 1.8 ms 是被冻结的工程假设，不是经本阶段测量的生物学参数。
+
+## 原六项门禁，不以汇总平均值补救失败
+
+每个“验证块 × 模式”分别保留以下六项条件：
+
+1. 平均 KC 活跃比例处于闭区间 `[3%, 9%]`。
+2. 所有主运行的 KC 活跃比例最小值严格大于 0。
+3. 所有主运行的最大值严格小于 50%。
+4. 同气味 Jaccard 均值大于异气味 Jaccard 均值。
+5. 异气味欧氏距离均值大于同气味欧氏距离均值。
+6. 至少 3/15 对气味通过各自的分离判据。
+
+第六项不是用全体气味的共同基线：每对气味的五个同种子跨气味距离，对照这两个气味各十个种子间距离，合计二十个 within 距离。每个模式共 60 个 within 比较、75 个 between 比较；这些成对统计不是 60/75 个独立生物样本。
+
+四个分组须分别通过，不合并十二气味均值来挽救某一分组。原数值完整性、逐位技术重复、generated/applied/pending 时序检查、固定对照、oracle/component 检查、旧冻结完整性及五个参考回归仍是必要条件。科学判据失败与执行不完整分别报告，不调阈值、不换观察窗口、不扫描参数。
+
+## 种子与气味的“新”，各有明确范围
+
+五个种子为 `1073741825–1073741829`，即 `2^30` 后的首五个正整数。选择依据是预声明静态 namespace 审计与固定算术规则，不依据活动量、可分性或运行成败。
+
+静态审计列出了 **217 个本地文件快照**及其哈希；其中 **43 项**有明确的远端路径和 SHA 映射。封存 `prepare.py` 在写入预注册文件前，遍历 `seed-audit.json.inspected_files` 中非空的 `remote_path`，逐项断言远端文件哈希等于该行 `sha256`，再将其合入 `preregistered.json.inputs`。本次本地交叉复核确认：43 项全部出现在预注册的 51 项输入清单中，`path/sha256` **43/43 匹配、0 项不符**；预注册同时记录 `before_new_requests_and_brain_trajectories=true`。没有臆造独立的“43 项 PASS”字段或远端复查日志。
+
+对应的 SHA-256 为：`model/seed-audit.json` → `e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a`；`model/prepare.py` → `d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f`；`protocol/preregistered.json` → `c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300`。43 项不是完整远端历史，217 项也不是所有历史执行的输入注册表。
+
+审计考虑了列出的配置与已解释派生规则，但不覆盖未列出的 server-only 文件、CLI 覆写、终端历史、其他分支/版本、外部调用者或其他用户运行。因此准确说法是“在声明的静态审计范围内未发现重用”，不是“全历史绝对独立”。新整数也不证明 PRNG 流在统计上独立。跨气味、模式及两块继续共享同一组种子，是配对设计，不是彼此独立的生物重复。
+
+旧 4L 代码曾遍历完整十二气味面板。因此后六气味只称 **“未参与 AG/AJ 校准的气味”**，不能称“项目历史从未模拟的气味”。本阶段可读取固定面板、外部响应向量、静态 selection 与 PN 映射；不能提前解析旧 heldout 动态结果或混合结果表来挑选输入。完整性哈希读取不透明文件字节，也不授权解析那些旧结果。
+
+## matched energy 匹配的是预期输入
+
+输入编码、PN 目标及 RNG 列顺序沿用原规则。`matched_energy` 仍使用完整原十二气味面板的固定中位数 `2.556107997894287`，不对任一六气味子集重算，也不按脑活动重新缩放。
+
+此模式匹配的是编码器定义下的**预期请求输入量**，不是每次实际生成的请求数、实际接受的请求数或闭环全脑总活动。随机抽样会造成实现值变化；不应期状态也影响请求接受。不能把“matched”解释为各次实际事件、有效输入或抑制积分严格相同，更不能事后补发请求以强制相同。
+
+## 数值验证能证明到哪里
+
+新阶段直接调用 SHA 固定的封存 AJ 数值实现，不修改旧模块 globals 或动力学。本阶段完成了两个原 D18 全图输入的逐位身份对照，以及每个验证块首气味、首种子、两种模式的四个 Brian 全图 probes，均通过；六份对应的 component 审计全部通过。probe 的 GPU 运行计入对应六十个主运行，不能重复算为独立样本。
+
+Brian 一侧独立推进 LIF、实际放电和 FIFO，但 graded APL 算术有意共享冻结的 legacy 组件，并另做原始操作的 component/AST 审计。有限 probes 不能被表述为所有输入、所有硬件或全组件独立 CPU/GPU 等价证明。旧八夹具属于源代码固定的继承证据，不声称本阶段重新运行了八夹具。
+
+旧 fast-APL 屏蔽仍覆盖 5,845 条出边，graded 替代只作用于 KC；其中 **1,212 条非 KC 出边没有 graded 替代**。本阶段没有修复这一作用范围缺口。即使验证通过，也不证明 upstream AL 环路已得到生物学确认，不证明单一来源具有因果必要性。
+
+## 最终结果
+
+以下四模式表来自封存的 `validation/<cohort>/summary.json` 及模式摘要。显示值作舍入，门禁按未舍入数据计算。四个分组均通过原六项条件；3–9% 约束是各分组的**均值**范围，不要求每个运行都至少 3%。
+
+| 验证块 | 模式 | KC 比例均值 / 最小 / 最大 | 同 / 异气味 Jaccard | within / between 欧氏距离 | 通过气味对 | 完整六门 |
+|---|---|---|---|---|---|---|
+| `seed_validation` | physiological | 3.4670% / 2.4360% / 4.4291% | .543794 / .487243 | 9.106586 / 9.867235 | 12/15 | PASS |
+| `seed_validation` | matched_energy | 3.4564% / 2.5098% / 4.2815% | .523960 / .498134 | 9.350120 / 9.710761 | 11/15 | PASS |
+| `novel_to_aj` | physiological | 3.2767% / 2.4114% / 4.2077% | .511063 / .444272 | 9.307078 / 10.158885 | 14/15 | PASS |
+| `novel_to_aj` | matched_energy | 3.2579% / 2.4114% / 4.2077% | .523955 / .449042 | 9.102812 / 10.059135 | 14/15 | PASS |
+
+- 最终状态为 `PASS-FROZEN-D18-INDEPENDENT-VALIDATION`；`numerical_gate_pass`、`seed_validation_pass`、`novel_to_aj_pass` 均为 true。
+- 计划、实际完成及有效聚合的主运行均为 **120**；精确重复 **24/24**。两块各完成 60+12，没有以技术重复增加种子样本数。
+- `novel_dynamics_executed=true`、`novel_unlock_policy_violation=false`，`stopped=[]`：种子块通过后解锁第二块，没有已记录的违规解锁或停止事件。
+- D18 身份对照 **2/2**、Brian probes **4/4**、component 审计 **6/6**、独立重算的重复检查 **24/24** 通过。此处数量仍受前述有限 probes、共享 APL 算术的证明范围约束。
+- `regression/old-integrity-after.json` 对原清单 **230,239** 个文件及后续 **AA–AJ** 纳入链条的模型、实验和相关 registry 全部给出 `pass=true`、空 `mismatches`。按原完整性契约排除缓存、venv 等项目；不能把它改述为整台服务器所有文件均被检查。
+- `regression/frozen-five.json` 的 `pass_all=true`；五个旧 deterministic-v2 参考为 auditory-10hz、auditory-100hz、olfactory-50hz、mechanosensory-50hz、gustatory-50hz。每项的 `step/neuron_idx/counts/v/g` 均 `exact=true`，记录的 dtype/shape 一致。这验证旧参考未漂移，不把旧 float32 参考误说成 D18 新动力学的额外 oracle。
+
+### 测试及保留的警告
+
+封存的服务器 `regression/unit-tests.log` 明确记录 **48 tests / OK**，配套 JSON 为 `exit_code=0`、`pass_all=true`；日志 SHA 为 `5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f`。
+
+本轮执行会话另外记录：本地模型测试 **48/48**，本地与服务器发布/下载工具测试各 **51/51**（本地 28.230 s、服务器 1.642 s）。这些本地及工具测试结果只有会话控制台记录，**未纳入科学 seal，也没有对应的独立仓库日志文件**；不得虚构证据路径。这些是操作与合成测试，不替代科学门禁。
+
+同一轮 `verify_frozen.py` 控制台仍出现旧 `phase4c.py:308` 的 `torch.as_tensor` 读取只读 NumPy 数组警告；原源码未因本阶段而修改，警告保留，不写成“无警告”。同一进程的五个参考检查均逐位通过。警告的原始记录在本轮执行会话中，未纳入独立封存日志；逐位参考结果则保存在上述封存 JSON。
+
+本轮 Git 格式检查也有非数值提醒：默认规则返回 2，报告 16,237 项，其中 16,236 项是封存 `requests.csv` 的 CRLF 换行被识别为尾空白。以一次性 `core.whitespace=blank-at-eol,blank-at-eof,space-before-tab,cr-at-eol` 识别 CRLF 后，仅剩已登记 `models/male-cns-lif/apl-timing-validation-v1/seed-audit.json:9314` 的末尾空行。没有修改仓库配置或任何封存字节来消除提醒；不能写成“格式检查零提醒”。其余新模型、工具及文档无空白格式异常。实际暂存的 1,305 个模型/registry Git blobs 已按外部回执锚与封存清单逐一校验通过，格式提醒不改变科学 PASS。
+
+### 封存、发布与本地证据
+
+发布器记录对模型与实验完整 payload 在复制前后重新验证：模型 **17 个文件、526,864 B**；实验 **2,899 个文件、6,154,144,988 B**。这是 manifest payload 数量和字节数，按封存契约不含自引用 seal 控制文件。
+
+发布回执 `copied_evidence_files=1283`、`copied_evidence_bytes=4895616`，即复制了 **1,283 个小证据/控制文件、4,895,616 B**。随后本地下载校验覆盖 **1,302 个文件，另加发布回执**；`selected_bytes=6591818`，该字节数包含回执。两份 manifest 自校验和每个实际下载文件的 SHA 均通过。发布/下载的这些计数口径不同，不能相加当作科学样本数。
+
+| 证据 | SHA-256 |
+|---|---|
+| 最终 `audit/final-status.json` | `c49181086ecbd19511b9f1e783afea8f66d0f74348a7b70d7f6c5fa99b4337fc` |
+| 模型 `model/manifest.json` | `3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb` |
+| 实验 `manifest.json` | `25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d` |
+| 发布回执 `registry/publication-receipt.json`，亦为下载器必填的外部锚 | `37e85d7f264b844d481aa290918a10c56dfbecdfc7786862166f91d361bf4e62` |
+
+这些哈希已在本地重新计算并与回执/下载校验记录交叉核对。五参考报告 SHA 为 `020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433`；旧完整性报告 SHA 为 `273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0`。
+
+发布成功与小证据下载校验不是科学 PASS；小文件证据包不是完整轨迹备份。本地没有下载并重新哈希全部大型轨迹，完整远端 payload 的前后验证由发布回执记录。正式科学 PASS 来自新阶段原始证据重算和最终门禁，而不是复制成功。
+
+本阶段所有预声明验证块已执行并通过；没有用合并均值挽救失败模式，也没有因结果替换气味、种子或参数。结果支持冻结 D18 在这组新种子及校准未用气味上的表征外推，不支持更宽的全输入、全部硬件、真实生理机制或学习能力声明。
+
+## 即使全部通过，也不等于学习完成
+
+本阶段未更新 eligibility-v2，未改变 14,232 条塑性边 mask，未执行 conditioning，未生成 learned candidate，也未连接游戏、decoder、RL 或 reward 接口。最终记录中 `learning_achieved=false`、`candidate_generated=false`、`full_scientific_goal_achieved=false`。
+
+**下一关 credit specificity 与真实 KC→MBON 功能传递尚未执行。** 后续还须独立验证全脑刺激特异输出，以及带控制的 conditioning；这些是后续门禁，不是本阶段已经取得的结果，不因本轮 PASS 而自动解锁为学习成功。
+
+## 稳定依据与填表来源
+
+稳定设计依据为模型目录 `models/male-cns-lif/apl-timing-validation-v1/` 下的 `PROTOCOL.md`、`config.json`、`SEED-AUDIT.md`、`seed-audit.json` 与 `validation.py`。原指标定义来自固定 SHA 的 AG `calibration.py` 与旧 4L `representation`；时序及重复检查来自固定 SHA 的 AJ 实现。
+
+表格与封存结论仅使用新实验 `experiments/phase4ak-apl-timing-validation/` 下的 `validation/<cohort>/summary.json`、各模式摘要、相关 audit/regression 证据及最终 seal。发布凭据在 `registry/phase4ak-apl-timing-validation/`，已校验的本地小证据位于 `23-ai-gpu/reports/phase4ak-apl-timing-validation/`；工具测试和旧 NumPy 警告的会话来源另行明确标注。以封存哈希和外部回执锚确认版本，不以文件名、阶段名称或本文替代证据。
diff --git a/models/male-cns-lif/apl-timing-validation-v1/PROTOCOL.md b/models/male-cns-lif/apl-timing-validation-v1/PROTOCOL.md
new file mode 100644
index 0000000..58043bc
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/PROTOCOL.md
@@ -0,0 +1,81 @@
+# Phase 4AK — frozen D18 validation, not learning
+
+Prerequisite: the entire Phase 4AJ fixed-CAL experiment was completed, sealed
+and published at cb6937666f96b00ae8d435a2cfb2f417ad25c040.
+Its PASS is not evidence of usable learning. This stage tests the next necessary
+representation-generalization gate without adjusting the successful branch.
+
+## No new brain dynamics
+
+Call the exact SHA-pinned AJ GPU, Brian oracle, comparison and timing code from
+their original absolute paths. Do not copy or patch their numerical functions,
+globals, signs, weights, thresholds, APL gain/tau, refractory or delay queue.
+Keep dt=0.1 ms, anatomical delay=18 steps, and whole generated graded-APL h
+applied 18 steps later. Preserve positive-zero initialization and pending tail;
+never advance brain time to drain the tail. Shared APL arithmetic limits the
+oracle independence claim. The 5845 fast-APL output mask, including 1212
+unreplaced non-KC edges, is unchanged. No biological measurement claim.
+
+## Input registration and data boundary
+
+Read only the four SHA-pinned original static 4L encoder files (panel, vectors,
+selection, mapping) and pinned encoder configuration/source. Extract only the
+unchanged pn_drive function AST; do not import or execute unrelated learning
+experiments. Validate the extraction and request generator against all 60 old
+AG CAL request/PN-drive arrays before generating any new brain trajectory.
+Keep the original 12-odor median 2.556107997894287 and original target/RNG column
+order. Matched energy is expected input, not exactly equal realized events.
+
+Predeclare both 6-odor x2-mode x5-seed blocks, every sparse request schedule,
+source hash, gate, and stop rule before any new brain trajectory. Seeds are the
+fixed first five integers above 2^30, subject to the enumerated static collision
+audit. They are not chosen using simulation outcomes. Do not claim exhaustive
+historical uniqueness, statistical independence of RNG streams, or biological
+replication. Same seed across odors preserves the existing paired comparisons.
+
+The second six odors are novel to AG/AJ calibration, not never simulated in
+project history: old 4L traversed the full panel. Never open old heldout dynamic
+results, mixed old result tables or conditioning/plasticity reports to choose
+inputs. Full frozen-integrity hashing may read opaque bytes for checksums; that
+is not permission to parse those outcomes. Static A/B identities are not used
+to select a favorable subset. No new resource download.
+
+## Ordered execution
+
+1. Freshly run the two original AJ D18 fullgraph probe inputs. Verify every
+   scientific output against sealed AJ, allowing only output budget/path
+   differences in spec. Do not fake D0 to use a D0-only helper. Old eight-fixture
+   proofs are source-pinned inherited evidence, not newly rerun fixture claims.
+2. For original CAL odors on new seeds, fixed first odor/first seed in each mode
+   is a Brian fullgraph probe, with independent LIF/own spikes/FIFO and the
+   existing shared-APL component audit. Any numerical failure stops.
+3. Complete the 60 seed-validation trajectories plus 12 exact repeats. Reuse
+   the two probe GPU runs rather than duplicate them as independent samples.
+4. Only if the entire seed block passes numerical, repeat and original
+   representation gates, unlock the second block. Run the first static novel
+   odor/first seed in each mode as two additional Brian probes, then complete
+   that block's 60 trajectories and 12 repeats. All planned conditions remain
+   visible; gated unexecuted cases are NOT PASS and are reported as such.
+5. Recompute raw evidence, rerun the five old frozen reference trials into new
+   output, verify every frozen artifact, and seal a truthful result.
+
+Each cohort/mode separately retains every original six-part 4L gate: mean KC
+fraction in [3%,9%], all runs >0 and <50%, same-odor Jaccard > different-odor,
+between-odor Euclidean > within-odor, and at least 3 of 15 odor pairs passing
+their own two-odor within baseline. Every mode has 60 within comparisons and
+75 between comparisons; each pair has 20 within and 5 between. No pooled
+12-odor rescue, seed replacement, post-hoc metric/window/gate changes or scans.
+
+## Outcome scope
+
+PASS-FROZEN-D18-INDEPENDENT-VALIDATION requires all four cohort/mode gates,
+complete data, fresh controls, oracle/component checks, exact repeats and old
+frozen integrity/reference PASS. Scientific failure remains FAIL; incomplete
+execution is not re-labelled scientific success. Passing does not generate a
+candidate, establish learning, prove delay biology or repair upstream AL loops.
+Next required gates remain credit specificity, real KC-to-MBON functional
+transfer, whole-brain stimulus-specific response, and controlled conditioning.
+
+All outputs are new under phase4ak-apl-timing-validation. Previous Phase 1–4AJ,
+base CSR/W_syn/signs, eligibility-v2 and the 14232-edge plastic mask remain
+read-only. No training, reward interface, game, vision, decoder, RL or Web.
diff --git a/models/male-cns-lif/apl-timing-validation-v1/SEED-AUDIT.md b/models/male-cns-lif/apl-timing-validation-v1/SEED-AUDIT.md
new file mode 100644
index 0000000..8c1fa63
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/SEED-AUDIT.md
@@ -0,0 +1,64 @@
+# Phase 4AK：仅静态种子审计
+
+状态：`NO-COLLISION-FOUND-IN-DECLARED-STATIC-SCOPE`。这是输入准备审计，不是科学运行、表征验证或学习 PASS。
+
+## 固定选择
+
+使用 `2^30` 后的首五个正整数：
+
+```text
+1073741825, 1073741826, 1073741827, 1073741828, 1073741829
+```
+
+它们均小于 `2^31`。选择只依据静态声明的历史 namespace 与固定算术规则；没有生成随机输入来挑选、没有检查活动或 separability，也没有读取旧 held-out 动态结果。
+
+新运行直接把这些整数传给原始 CUDA generator，不增加 odor、mode 或验证块偏移。两验证块、气味及模式继续按已提交计划共享同一组 seeds，以保留配对设计；技术重复重用同一 seed。这不意味着跨气味、模式或验证块的随机流彼此独立，也不是生物重复。运行后不得因结果不利换 seeds。
+
+## 本次覆盖范围
+
+先阅读已提交的 `phase4aj-next-validation.md`，随后只审计本地静态源码、配置及 AG/AJ 输入清单。机器记录见同目录 `seed-audit.json`：
+
+- 217 个静态文件，每个记录 workspace-relative 路径、字节数和 SHA-256。
+- 1,432 条 seed/RNG 相关源码或配置行保留准确行号；词法证据包括测试与非 RNG 的 `seed_node`，不把每一数字都当成真正 RNG seed。
+- 检索范围为文件中列出的 12 个 source 根目录内 `.py/.yaml/.yml/.json`，排除名字含 manifest/checksum 的文件；另纳入已提交计划与明确允许的 AG/AJ protocol 静态文件。
+- 完整文件文本未发现五个新种子的十进制字面值；已检查的配置及派生规则也未发现重用。
+- AG 和 AJ 的 `protocol/calibration-cases.json` 均为 60 项，seeds 为 `51101–51105`，odor indices 为 `0–5`，两份文件 SHA 完全相同：`d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754`。
+
+没有导入或执行旧源码，没有运行 GPU/脑实验，没有访问网络或远程服务器，没有打开旧 `kc-representation`、`eligible-edges`、`plasticity-magnitude`、`conditioning` 或包含它们结果的综合报告。源码中的旧路径字符串是静态文本，不代表这些路径的输出被读取。
+
+## 不能漏掉的派生规则
+
+| 静态来源 | 已声明规则／占用范围 |
+|---|---|
+| 4A–4D | 配置中的 `41xxx–44xxx`；4C visual seed 加 `1/2/3/4/10+j`；4D 还内联 `44301–44303`。 |
+| 4E | `45000 + SHA256(layer)前4字节模1000000`，再加 amplitude/rate/sparsity/window 派生偏移；保守保留完整 hash 输出范围，不读取旧最优条件。 |
+| 4F/4G | `46101–46103`、`47001–47005`、`47101–47103`、`47201–47205`、`47300`、`47400`、`47901/47902`。4G 的 `stable_seed` 定义被记录，但其源码没有调用，不能宣称已执行。 |
+| 4H–4K | 训练 seed 加 trial index；4J calibration base 加 odor index、evaluation seed 加 `odor_index*100`；4I 固定随机集合 seed `49301`；若干 DAN helper 接收 `seed+991`，显式 pulse 路径不实际抽样，仍保守记录。 |
+| 4L–4Q | `51201–51205 + pairing(1..100)`，包括 `ts+pairing` 别名；评估 `51301–51305`；4N random-US 再加 `700000`。`512xx/513xx` 不可当作空白 namespace。 |
+| 4P/4Q/4R | 旧 odor seed 有 `seed+odor_index*100`；`52101–52105` 和 `52201–52205` 已明确声明。random-US 包括 `930000/950000+actual`；4Q formal 还使用 `940000+train_seed*1000+pairing`。 |
+| 4S | `54101–54105` 或 `55101–55105 + odor_index*100000`；control 加 `975000`；formal `[61000,62000,63000,64000,65000]+pairing`，评估 `71001–71005`。 |
+| 4T | `86101–86120` 或 `87101–87120 + odor_index*1000000`；live-US RNG 加 `9700000`。 |
+| 4U | `50000000 + odor_index*2000000 + seed`，seed 为 `118101–118120` 或 `119101–119120`；control 另加 `29000000`。按已声明最多 12 气味取保守 index `0..11`，最大列出参数为 `101119120`。 |
+| 4V/W/Y/Z、4AB terminal scope | `80000000 + odor_index*1000000 + seed + block*1000003`；seed 包括 `131101–131103/141101`。1000 ms 以 120 ms 分块，保守含 `block=0..8`；offset 模式也先生成这些块再清零，不能忽略 RNG 使用。 |
+| 4AE | 数值夹具固定 seed `410301`。 |
+| AG/AJ、AH/AI | AG/AJ 每 case 直接使用 `51101–51105`，没有旧 4P 的 odor 偏移；AH/AI 使用既有轨迹重建，并非新 RNG 流。AF/motif 的 `seed_node(s)` 是 neuron IDs，不是 RNG seeds。 |
+
+这些固定配置和已解释公式保守保留在 `[0, 200000000]` 排除区间；这不是说区间内所有整数都实际用过。新种子在该区间之外。完整规则、源码路径和原始行见 JSON。
+
+## SHA 与远端核验契约
+
+本地 `phase4l.yaml` 的 SHA 与 AG-r2 已登记 `olfactory-grounding-v1/phase4l.yaml` 相同；本地 `phase4p_revalidate.py` 与已登记 `deterministic-runtime-v2/phase4p_revalidate.py` 相同。
+
+JSON 的 `inspected_files` 提供 `local_path/sha256/remote_path`。仅对有确切模型相对路径且 SHA 匹配预注册的 AG/AJ sources、两个上述输入 pin，以及明确的 experiment/protocol 副本填写 remote_path，共 43 项。remote_path 均相对于 `/data/digital-drosophila`。其他本地平铺副本一律为 null，不能猜服务器子目录。
+
+主流程应在注册前对非 null 远端路径再次校验 SHA，并执行自身的旧文件及 manifest-chain 完整性检查；本静态审计不替代服务器完整性验证。
+
+## 严格限制
+
+1. 未审计未列出的 server-only 文件、终端历史、CLI 覆写、其他分支/历史版本、外部包或其他用户的运行；因此不能说全历史绝对未用过。
+2. 配置中允许某 seed 不等于历史实际执行过；反之，任意 `reset(seed)` 或外部 caller 可以传入未在配置里列出的整数。词法检索与命名调用点复核不是完整 Python 数据流证明。
+3. 没有完整历史执行输入注册表；只审计 AG/AJ 两份明确静态 CAL 清单，没有读取旧动态输出来反推使用情况。
+4. 新整数不构成 PRNG 流统计独立性的数学证明。后六气味仅称“未用于 AG/AJ 校准”，不是项目历史从未运行过。
+5. 主代理同时创建的 Phase 4AK 文件不属于历史检索范围，避免候选自身造成字面碰撞；本记录必须在新轨迹前纳入预注册。
+
+结论仅为：这五个值在所列静态证据及配置派生范围内未发现重用，符合本轮预声明选择规则。未开始验证块、conditioning、参数扫描或候选升级。
diff --git a/models/male-cns-lif/apl-timing-validation-v1/checksums.sha256 b/models/male-cns-lif/apl-timing-validation-v1/checksums.sha256
new file mode 100644
index 0000000..c52e9f4
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/checksums.sha256
@@ -0,0 +1,18 @@
+2d3996933b6e5a31e6a737ade5f3ae6869ffd03e01002c793eccf9b4f71e987d  PROTOCOL.md
+35e8bfe1bff62f3a5d9295c785e1b8cec8a2393eaa67d6c683046e48f30feb56  SEED-AUDIT.md
+1718d8b01ece24930ff138f25c88f2f0e0f1cf69ad0ba655e5a0de5083e64df2  config.json
+5e4e500d5ec777bb8ae7ff77ac9a7279bfe995b1a17be2baededdbe065c98b73  context.py
+0061689abb1832e963718bd836bc8a50009ee38b258143a753b4d59e63414925  encoder_inputs.py
+7eb638c357cec7f5f85032312c50a616402b5a8a9ab5aa0268c181f6c3ae0ce5  finalize.py
+d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f  prepare.py
+bba6c4a98c6edf1eaba60b8030a9eca646da7dd30b74b2a0c16e374efd022bfa  run_case.py
+3d9890f11f299c07956faa5c0a9ebe2ea28ade58d8acf01a8631c17025073345  run_suite.py
+8a6629f8cd991cf309b508c670b3009737f9b5f5e1f72560fa5bd4b1ff0bc64d  runtime_bridge.py
+e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a  seed-audit.json
+f1b3b8a0ca9bc41152485c05fd5f24fb7bb1f76c6ea111ffb941ae1225d914fe  test_encoder_inputs.py
+a85466891352c15b3103d30e7229734ad6694c8a1347d5e0747da3315223c203  test_final_status.py
+bc01a5ff38d79a7b66ab2eb9e6731164bb8a1e15b5b5c0c1655161c24e2c37cf  test_runtime_bridge.py
+03f5aacb5a1f9460d10b30744100a43c57e5488d32dada79c888529943c82cf0  test_validation.py
+3464091a4cc2cba18946cb9c9b3d12a69bd3f79f1001096234b3a8467dc602c5  validation.py
+a736b774e39ff0ad863e8efc720bd5f9ed7d30261776bb57f0a716a7052dba5a  verify_frozen.py
+3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb  manifest.json
diff --git a/models/male-cns-lif/apl-timing-validation-v1/config.json b/models/male-cns-lif/apl-timing-validation-v1/config.json
new file mode 100644
index 0000000..5f197be
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/config.json
@@ -0,0 +1,35 @@
+{
+  "phase": "4AK",
+  "name": "apl-timing-validation-v1",
+  "human_authorization": "允许独立新模型分支测试动力学假设",
+  "gpu_uuid": "GPU-79f3a85d-adce-7833-7003-6488140ca596",
+  "neurons": 166700,
+  "edges": 25582938,
+  "raw_weight_sum": 124177617,
+  "apl_delay_steps": 18,
+  "dt_ms": 0.1,
+  "apl": {"tau_ms": 20.0, "gain": 0.01, "normalization": 1.0},
+  "validation": {
+    "seeds": [1073741825,1073741826,1073741827,1073741828,1073741829],
+    "modes": ["physiological", "matched_energy"],
+    "duration_ms": 100.0,
+    "odor_count": 6,
+    "repeat_first_seed_each_odor": true,
+    "cohorts": ["seed_validation", "novel_to_aj"],
+    "median_scope": "unchanged original frozen 12-odor panel",
+    "median_mapped_response_sum": 2.556107997894287,
+    "full_oracle_policy": "first static odor, first seed, each mode, for each cohort",
+    "unlock_novel": "Complete seed_validation execution, representation and repeat gates must pass before any novel-to-AJ brain trajectory"
+  },
+  "gates": {"sparse_min_fraction": 0.03, "sparse_max_fraction": 0.09, "max_fraction_strict": 0.5, "min_fraction_strict": 0.0, "minimum_separable_odor_pairs": 3, "same_jaccard_gt_between": true, "between_euclidean_gt_within": true, "both_modes_required": true, "finite_required": true, "repeat_exact_required": true},
+  "control_cases": ["cal-physiological-00-s51101", "cal-matched_energy-00-s51101"],
+  "output_budget_bytes": 25769803776,
+  "training": false,
+  "candidate_generation": false,
+  "old_heldout_dynamic_access": false,
+  "new_validation_dynamic_execution": true,
+  "historical_never_simulated_odor_claim": false,
+  "universal_seed_independence_claim": false,
+  "selection_policy": "Fixed source panel order, both cohorts and input schedules registered before any new trajectory. Stop on numerical failure or seed-block representation failure; retain all results, no replacement seeds/odors, no tuning, no pooled gate rescue.",
+  "hypothesis": "The already frozen AJ D18 operator generalizes to new audited seeds and six odors not used in AG/AJ calibration. No change whatsoever to dynamics, input transform, temporal window, graph, signs, APL mask or metric definitions."
+}
diff --git a/models/male-cns-lif/apl-timing-validation-v1/context.py b/models/male-cns-lif/apl-timing-validation-v1/context.py
new file mode 100644
index 0000000..a8992d5
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/context.py
@@ -0,0 +1,120 @@
+"""A new validation envelope; sealed brain implementations remain read-only."""
+import hashlib
+import importlib.util
+import json
+import sys
+from pathlib import Path
+
+sys.dont_write_bytecode = True
+
+ROOT = Path('/data/digital-drosophila')
+MODEL = Path(__file__).resolve().parent
+EXP = ROOT / 'experiments/phase4ak-apl-timing-validation'
+AJ_MODEL = ROOT / 'models/male-cns-lif/apl-timing-lab-v1'
+AJ = ROOT / 'experiments/phase4aj-apl-timing'
+AG_MODEL = ROOT / 'models/male-cns-lif/author-apl-lab-v2'
+AG = ROOT / 'experiments/phase4ag-author-apl-r2'
+COEFF = ROOT / 'experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json'
+STATIC = ROOT / 'experiments/phase4l-olfactory-grounding'
+CFG = json.loads((MODEL / 'config.json').read_text(encoding='utf-8'))
+PINS = {
+    'models/male-cns-lif/apl-timing-lab-v1/manifest.json': '52b05dd1ff30b6b51ff960fe95904532f5c147731a83f0b5c31f98ca7e53c216',
+    'experiments/phase4aj-apl-timing/manifest.json': '7f490ada0db30785c61954d8b92147378ddc8bc16b229fe3808bbe501caff44a',
+    'models/male-cns-lif/phase4l.py': 'e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553',
+    'models/male-cns-lif/olfactory-grounding-v1/phase4l.yaml': '9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e',
+    'models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py': 'af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b',
+    'models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py': '39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be',
+    'models/male-cns-lif/apl-timing-lab-v1/compare_timing.py': '9010f070fba9b7c9cf2d86187ee2abc57f3ac606ebc08a42baad4f3922b51734',
+    'models/male-cns-lif/apl-timing-lab-v1/timing_queue.py': '54df6d4818e2a0c26e96fb0aaf5d9b71cd964981706da937562d48af79aca14e',
+    'models/male-cns-lif/apl-timing-lab-v1/calibration.py': 'fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d',
+    'models/male-cns-lif/author-apl-lab-v2/calibration.py': 'edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c',
+    'models/male-cns-lif/author-apl-lab-v2/validate_components.py': '5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3',
+    'experiments/phase4l-olfactory-grounding/odor-encoder/frozen-odor-panel.parquet': '907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0',
+    'experiments/phase4l-olfactory-grounding/odor-encoder/mapped-glomerular-vectors.npz': 'f057563152e0fa22060080af13019f319e7f36563a775eff829bbc1929c451b0',
+    'experiments/phase4l-olfactory-grounding/odor-encoder/selection.json': '1b832becf9d08935716fe9ba5e3cd3e619e7d208dfb43c4fa197c969d095f113',
+    'experiments/phase4l-olfactory-grounding/receptor-mapping/olfactory-mapping.parquet': 'a01d27000533e9844458a4c559cac084f1c34ca20a1104e97e6a0f72b0cc93b1'
+}
+
+
+def digest(path):
+    result = hashlib.sha256()
+    with Path(path).open('rb') as stream:
+        for block in iter(lambda: stream.read(8 << 20), b''):
+            result.update(block)
+    return result.hexdigest()
+
+
+def load_module(name, path, expected_hash=None):
+    path = Path(path)
+    data = path.read_bytes()
+    if expected_hash is not None:
+        assert hashlib.sha256(data).hexdigest() == expected_hash, str(path)
+    spec = importlib.util.spec_from_file_location(name, path)
+    assert spec and spec.loader
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[name] = module
+    exec(compile(data, str(path), 'exec'), module.__dict__)
+    return module
+
+
+def pinned(name, relative):
+    return load_module(name, ROOT / relative, PINS[relative])
+
+
+def read(path):
+    return json.loads(Path(path).read_text(encoding='utf-8'))
+
+
+def save(path, value):
+    path = Path(path)
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open('x', encoding='utf-8') as stream:
+        json.dump(value, stream, indent=2, ensure_ascii=False, allow_nan=False)
+        stream.write('\n')
+
+
+def sources():
+    return {p.relative_to(MODEL).as_posix(): digest(p) for p in sorted(MODEL.rglob('*')) if p.is_file()
+            and '__pycache__' not in p.parts and p.name not in ('manifest.json', 'checksums.sha256')}
+
+
+def integrity():
+    old = load_module('sealed_aj_context_ak', AJ_MODEL / 'context.py')
+    result = old.integrity()
+    sys.path.insert(0, str(ROOT / 'models/male-cns-lif/terminal-scope-diagnostic-v1'))
+    from diagnostic import manifest_check
+    for path in (AJ_MODEL, AJ):
+        result[str(path.relative_to(ROOT))] = manifest_check(path, digest)
+    assert all(row['pass'] for row in result.values())
+    return result
+
+
+def check():
+    registered = read(EXP / 'protocol/preregistered.json')
+    assert registered['sources'] == sources(), 'Registered validation source changed'
+    assert registered['config'] == CFG
+    for row in registered['inputs']:
+        assert digest(ROOT / row['path']) == row['sha256'], row['path']
+    for row in read(EXP / 'protocol/prepared-hashes.json'):
+        assert digest(EXP / row['path']) == row['sha256'], row['path']
+    return registered
+
+
+def budget():
+    size = sum(p.stat().st_size for p in EXP.rglob('*') if p.is_file())
+    assert size < CFG['output_budget_bytes'], 'Output budget exceeded; preserve partial evidence'
+    return size
+
+
+def seal(root):
+    rows = [dict(path=p.relative_to(root).as_posix(), bytes=p.stat().st_size, sha256=digest(p))
+            for p in sorted(root.rglob('*')) if p.is_file() and '__pycache__' not in p.parts]
+    save(root / 'manifest.json', dict(root=str(root), files=rows))
+    with (root / 'checksums.sha256').open('x', encoding='utf-8') as stream:
+        for row in rows:
+            stream.write(row['sha256'] + '  ' + row['path'] + '\n')
+        stream.write(digest(root / 'manifest.json') + '  manifest.json\n')
+
+
+def bit_equal(a, b):
+    return a.dtype == b.dtype and a.shape == b.shape and a.tobytes() == b.tobytes()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/encoder_inputs.py b/models/male-cns-lif/apl-timing-validation-v1/encoder_inputs.py
new file mode 100644
index 0000000..fb490c6
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/encoder_inputs.py
@@ -0,0 +1,52 @@
+"""Static-only frozen encoder extraction and exact request-schedule generation."""
+import ast
+import hashlib
+from pathlib import Path
+from typing import Any
+import numpy as np
+
+
+def frozen_pn_drive(path, expected_sha):
+    """Execute the exact one pure function, not unrelated historical experiments."""
+    import pandas as pd
+    source = Path(path).read_bytes()
+    assert hashlib.sha256(source).hexdigest() == expected_sha
+    tree = ast.parse(source, filename=str(path))
+    nodes = [node for node in tree.body if isinstance(node, ast.FunctionDef) and node.name == 'pn_drive']
+    assert len(nodes) == 1 and not nodes[0].decorator_list
+    module = ast.Module(body=nodes, type_ignores=[])
+    namespace = {'np': np, 'pd': pd, 'Any': Any}
+    exec(compile(module, str(path), 'exec'), namespace)
+    return namespace['pn_drive'], hashlib.sha256(ast.dump(nodes[0], include_attributes=False).encode()).hexdigest()
+
+
+def requests_from_forced(forced, targets):
+    targets = np.asarray(targets)
+    assert targets.dtype == np.int32 and targets.ndim == 1 and len(np.unique(targets)) == len(targets)
+    assert forced.dtype == np.bool_ and forced.ndim == 2 and forced.shape[1] == len(targets)
+    ticks, columns = np.nonzero(forced)
+    requests = np.column_stack([ticks, targets[columns]]).astype(np.int32)
+    if len(requests):
+        requests = requests[np.lexsort((requests[:, 1], requests[:, 0]))]
+        assert np.all(np.diff(requests[:, 0].astype(np.int64) * 166700 + requests[:, 1]) > 0)
+    return requests
+
+
+def make_requests(targets, rates, seed, steps=1000):
+    import torch
+    assert rates.dtype == np.float32 and rates.shape == targets.shape
+    assert np.isfinite(rates).all() and np.all(rates >= 0) and steps == 1000
+    original = rates * .1 / 1000.0
+    explicit = rates * np.float32(.1) / np.float32(1000.)
+    assert original.dtype == np.float32 and np.array_equal(original.view(np.uint32), explicit.view(np.uint32))
+    assert np.all(original <= 1)
+    generator = torch.Generator(device='cuda')
+    generator.manual_seed(int(seed))
+    probabilities = torch.as_tensor(original, dtype=torch.float32, device='cuda')
+    forced = (torch.rand((steps, len(targets)), generator=generator, device='cuda') < probabilities[None, :]).cpu().numpy()
+    return requests_from_forced(forced, targets)
+
+
+def write_npz(path, **arrays):
+    with Path(path).open('xb') as stream:
+        np.savez_compressed(stream, **arrays)
diff --git a/models/male-cns-lif/apl-timing-validation-v1/finalize.py b/models/male-cns-lif/apl-timing-validation-v1/finalize.py
new file mode 100644
index 0000000..d105f5d
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/finalize.py
@@ -0,0 +1,170 @@
+"""Recompute the new evidence, preserve gated non-execution, then seal truthfully."""
+from context import ROOT, MODEL, EXP, AJ, AJ_MODEL, AG, CFG, read, save, digest, check, integrity, budget, seal
+
+
+def optional(path):
+    return read(path) if path.exists() else None
+
+
+def decide_status(*, numerical, seed, novel, integrity_pass, reference_pass, reference_present,
+                  known_numerical_failure=False, unauthorized_novel=False):
+    if not integrity_pass or (reference_present and not reference_pass):
+        return 'FAIL-FROZEN-INTEGRITY-OR-REGRESSION'
+    if known_numerical_failure or unauthorized_novel:
+        return 'FAIL-NUMERICAL-OR-EXECUTION-POLICY'
+    if not numerical or not reference_present or not seed or not seed['execution_gate_pass']:
+        return 'INCOMPLETE-VALIDATION-EXECUTION'
+    if not seed['representation_gate_pass']:
+        return 'FAIL-SEED-VALIDATION-REPRESENTATION'
+    if not novel or not novel['execution_gate_pass']:
+        return 'INCOMPLETE-VALIDATION-EXECUTION'
+    if not novel['representation_gate_pass']:
+        return 'FAIL-NOVEL-ODOR-REPRESENTATION'
+    return 'PASS-FROZEN-D18-INDEPENDENT-VALIDATION'
+
+
+def component_report(group, name):
+    path = EXP / 'component-audit' / group / (name + '.json')
+    if not path.exists():
+        return None
+    report = read(path)
+    output = EXP / 'gpu' / group / (name + '-r0')
+    assert set(report.get('input_sha256', {})) == {'state.npz', 'summary.json',
+        'apl-drive.float32.npy', 'apl-state.float32.npy', 'apl-inhibition.float32.npy'}
+    for filename, checksum in report['input_sha256'].items():
+        assert digest(output / filename) == checksum
+    assert set(report.get('matrix_checks', {})) == {'input_matrix', 'output_matrix', 'input_raw', 'output_raw',
+        'kc_globals', 'apl_globals', 'pn_globals', 'apl_out_ids', 'input_scale', 'output_scale'}
+    assert set(report.get('ast_replay_bitwise_exact', {})) == {'drive', 'state', 'inhibition'}
+    assert set(report.get('float64_measurement', {})) == {'drive', 'state', 'inhibition'}
+    actual = bool(not report.get('error') and all(report['matrix_checks'].values()) and
+        all(report['ast_replay_bitwise_exact'].values()) and report['theoretical_bound']['applicable'] and
+        all(value['bound_violations'] == 0 for value in report['float64_measurement'].values()))
+    assert report['pass_all'] == actual
+    return actual
+
+
+def main():
+    from pathlib import Path
+    import runtime_bridge as bridge
+    from validation import summarize
+    check(); budget()
+    controls_inventory, records = bridge.inventories(EXP, CFG)
+    controls, comparisons, components, repeats, summaries = {}, {}, {}, {}, {}
+    for row in controls_inventory:
+        name = row['name']
+        path = EXP / 'audit' / ('control-' + name + '.json')
+        if path.exists():
+            actual = bridge.control_identity(EXP / 'gpu/controls' / (name + '-r0'), Path(row['source_output']),
+                EXP / 'cases/controls' / name, Path(row['source_case']), None)
+            assert actual == read(path), 'Raw control evidence changed'
+            controls[name] = actual['pass_all']
+        component = component_report('controls', name)
+        if component is not None:
+            components['controls/' + name] = component
+    gates = {stage: optional(EXP / 'audit' / (stage + '-gate.json')) for stage in bridge.STAGES}
+    for cohort in CFG['validation']['cohorts']:
+        summary_path = EXP / 'validation' / cohort / 'summary.json'
+        if summary_path.exists():
+            actual = summarize(cohort, out_json=None)
+            assert actual == read(summary_path), 'Raw validation evidence changed: ' + cohort
+            summaries[cohort] = actual
+        for row in bridge.probe_rows(records, CFG, cohort):
+            name = row['name']
+            path = EXP / 'audit' / ('compare-' + cohort + '-' + name + '.json')
+            if path.exists():
+                actual = bridge.compare(EXP / 'cases' / cohort / name, EXP / 'gpu' / cohort / (name + '-r0'),
+                    EXP / 'oracle' / cohort / name, None)
+                assert actual == read(path), 'Raw oracle evidence changed'
+                comparisons[cohort + '/' + name] = actual['pass_all']
+            component = component_report(cohort, name)
+            if component is not None:
+                components[cohort + '/' + name] = component
+        for row in bridge.cohort_rows(records, CFG, cohort):
+            if row['seed'] != CFG['validation']['seeds'][0]:
+                continue
+            name = row['name']
+            path = EXP / 'audit' / ('repeat-' + cohort + '-' + name + '.json')
+            if path.exists():
+                actual = bridge.compare_gpu_repeats(EXP / 'gpu' / cohort / (name + '-r0'),
+                    EXP / 'gpu' / cohort / (name + '-r1'), None)
+                assert actual == read(path), 'Raw repeat evidence changed'
+                repeats[cohort + '/' + name] = actual['pass_all']
+    seed, novel = summaries.get('seed_validation'), summaries.get('novel_to_aj')
+    seed_pass = bool(seed and seed['execution_gate_pass'] and seed['representation_gate_pass'])
+    novel_paths = [str(path.relative_to(EXP)) for root in ('gpu', 'oracle', 'component-audit')
+                   for path in (EXP / root / 'novel_to_aj').glob('*')]
+    unauthorized = bool(novel_paths and not seed_pass)
+    required_cohorts = ['seed_validation', 'novel_to_aj'] if seed_pass else ['seed_validation']
+    expected_controls = {row['name'] for row in controls_inventory}
+    expected_comparisons = {cohort + '/' + row['name'] for cohort in required_cohorts
+                            for row in bridge.probe_rows(records, CFG, cohort)}
+    expected_components = expected_comparisons | {'controls/' + name for name in expected_controls}
+    expected_repeats = {cohort + '/' + row['name'] for cohort in required_cohorts
+        for row in bridge.cohort_rows(records, CFG, cohort) if row['seed'] == CFG['validation']['seeds'][0]}
+    required_stages = ['controls', 'seed-probes', 'seed-validation'] + (['novel-probes', 'novel-validation'] if seed_pass else [])
+    numerical = bool(set(controls) == expected_controls and set(comparisons) == expected_comparisons and
+        set(components) == expected_components and set(repeats) == expected_repeats and
+        all(all(values.values()) for values in (controls, comparisons, components, repeats)) and
+        all(gates[stage] and gates[stage]['pass_all'] for stage in required_stages) and
+        all(cohort in summaries and summaries[cohort]['execution_gate_pass'] for cohort in required_cohorts))
+    for cohort, summary in summaries.items():
+        stage = 'seed-validation' if cohort == 'seed_validation' else 'novel-validation'
+        if gates[stage]:
+            assert gates[stage]['execution_gate_pass'] == summary['execution_gate_pass']
+            assert gates[stage]['representation_gate_pass'] == summary['representation_gate_pass']
+    frozen = optional(EXP / 'regression/frozen-five.json')
+    integrity_result = integrity()
+    save(EXP / 'regression/old-integrity-after.json', integrity_result)
+    oldpass = all(row['pass'] for row in integrity_result.values())
+    failures = [read(path) for path in sorted((EXP / 'audit').glob('stopped-*.json'))]
+    known_failure = bool(any(not value for group in (controls, comparisons, components, repeats) for value in group.values()) or
+        any(gate is not None and not gate['pass_all'] for gate in gates.values()) or
+        any(not summary['execution_gate_pass'] for summary in summaries.values()) or
+        any(row.get('stop_kind') == 'execution_or_numerical_failure' for row in failures))
+    status = decide_status(numerical=numerical, seed=seed, novel=novel, integrity_pass=oldpass,
+        reference_present=frozen is not None, reference_pass=bool(frozen and frozen['pass_all']),
+        known_numerical_failure=known_failure, unauthorized_novel=unauthorized)
+    present_runs = []
+    for path in sorted((EXP / 'gpu').glob('*/*/summary.json')):
+        value = read(path)
+        present_runs.append(dict(group=path.parent.parent.name, run=path.parent.name,
+            complete=value.get('complete', False), pass_all=value.get('pass_all', False),
+            **{key: value.get(key) for key in ('case', 'nodes', 'edges', 'total_spikes',
+                'diagnostic_simulation_seconds', 'peak_allocated_vram_bytes')}))
+    completed_primary = [row for row in present_runs if row['group'] in CFG['validation']['cohorts']
+        and row['run'].endswith('-r0') and row['complete']]
+    result = dict(status=status, numerical_gate_pass=numerical, summaries=summaries, gates=gates,
+        controls=controls, comparisons=comparisons, components=components, repeats=repeats, stopped=failures,
+        seed_validation_pass=seed_pass, novel_to_aj_pass=bool(novel and novel['pass_all']),
+        novel_dynamics_executed=bool(novel_paths), novel_unlock_policy_violation=unauthorized,
+        planned_primary_cases=120, actual_primary_cases=len(completed_primary), measurements=present_runs,
+        aggregated_valid_primary_cases=sum(summary['valid_base_trials'] for summary in summaries.values()),
+        actual_checked_repeats=sum(summary['checked_repeats'] for summary in summaries.values()),
+        old_frozen_integrity_pass=oldpass, frozen_five_reference_pass=bool(frozen and frozen['pass_all']),
+        unchanged_sealed_runtime=True, dynamics_changed=False, old_heldout_dynamic_results_parsed=False,
+        novel_scope='Unused for AG/AJ calibration, not historically never simulated',
+        shared_APL_arithmetic_oracle_limitation=True, biological_delay_measured=False,
+        APL_nonKC_fast_edges_unreplaced=1212, learning_achieved=False, candidate_generated=False,
+        full_scientific_goal_achieved=False, payload_bytes_before_manifest=budget(),
+        next_gate='Credit specificity and real KC-to-MBON functional transfer before conditioning' if status.startswith('PASS-')
+            else 'Inspect the first failed gate without tuning this frozen branch or replacing validation inputs')
+    save(EXP / 'audit/final-status.json', result)
+    with (EXP / 'REPORT.md').open('x', encoding='utf-8') as stream:
+        stream.write('\n'.join(['# Phase 4AK — frozen D18 independent validation', '', f'Status: `{status}`.', '',
+            f'Numerical gate: {numerical}. Seed-validation pass: {seed_pass}. Novel-to-AJ pass: {result["novel_to_aj_pass"]}.',
+            f'Novel dynamics executed: {bool(novel_paths)}. Unauthorized unlock: {unauthorized}.',
+            'Both cohorts and all requested inputs were locked before trajectories; no tuning or gate changes.',
+            'Original sealed AJ runtime functions are used unchanged, including 1,212 unreplaced non-KC APL fast edges.',
+            'The second six odors were not used for AG/AJ calibration; old 4L had simulated the full panel.',
+            'Static seed audit is bounded, not proof of universally unused or statistically independent RNG streams.',
+            'Brian LIF/FIFO is independent; APL arithmetic is intentionally shared and separately component-audited.',
+            f'Old frozen integrity: {oldpass}. Five old reference trials: {result["frozen_five_reference_pass"]}.',
+            'No learning, plasticity update, candidate, game, decoder, RL or Web. This is not completion of the learning goal.',
+            'Next gate: ' + result['next_gate'], '']))
+    check(); seal(MODEL); seal(EXP)
+    print(status, flush=True)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/manifest.json b/models/male-cns-lif/apl-timing-validation-v1/manifest.json
new file mode 100644
index 0000000..d582532
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/manifest.json
@@ -0,0 +1,90 @@
+{
+  "root": "/data/digital-drosophila/models/male-cns-lif/apl-timing-validation-v1",
+  "files": [
+    {
+      "path": "PROTOCOL.md",
+      "bytes": 5002,
+      "sha256": "2d3996933b6e5a31e6a737ade5f3ae6869ffd03e01002c793eccf9b4f71e987d"
+    },
+    {
+      "path": "SEED-AUDIT.md",
+      "bytes": 6540,
+      "sha256": "35e8bfe1bff62f3a5d9295c785e1b8cec8a2393eaa67d6c683046e48f30feb56"
+    },
+    {
+      "path": "config.json",
+      "bytes": 2183,
+      "sha256": "1718d8b01ece24930ff138f25c88f2f0e0f1cf69ad0ba655e5a0de5083e64df2"
+    },
+    {
+      "path": "context.py",
+      "bytes": 5834,
+      "sha256": "5e4e500d5ec777bb8ae7ff77ac9a7279bfe995b1a17be2baededdbe065c98b73"
+    },
+    {
+      "path": "encoder_inputs.py",
+      "bytes": 2431,
+      "sha256": "0061689abb1832e963718bd836bc8a50009ee38b258143a753b4d59e63414925"
+    },
+    {
+      "path": "finalize.py",
+      "bytes": 11542,
+      "sha256": "7eb638c357cec7f5f85032312c50a616402b5a8a9ab5aa0268c181f6c3ae0ce5"
+    },
+    {
+      "path": "prepare.py",
+      "bytes": 12405,
+      "sha256": "d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f"
+    },
+    {
+      "path": "run_case.py",
+      "bytes": 3382,
+      "sha256": "bba6c4a98c6edf1eaba60b8030a9eca646da7dd30b74b2a0c16e374efd022bfa"
+    },
+    {
+      "path": "run_suite.py",
+      "bytes": 7914,
+      "sha256": "3d9890f11f299c07956faa5c0a9ebe2ea28ade58d8acf01a8631c17025073345"
+    },
+    {
+      "path": "runtime_bridge.py",
+      "bytes": 22443,
+      "sha256": "8a6629f8cd991cf309b508c670b3009737f9b5f5e1f72560fa5bd4b1ff0bc64d"
+    },
+    {
+      "path": "seed-audit.json",
+      "bytes": 376926,
+      "sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a"
+    },
+    {
+      "path": "test_encoder_inputs.py",
+      "bytes": 2771,
+      "sha256": "f1b3b8a0ca9bc41152485c05fd5f24fb7bb1f76c6ea111ffb941ae1225d914fe"
+    },
+    {
+      "path": "test_final_status.py",
+      "bytes": 2040,
+      "sha256": "a85466891352c15b3103d30e7229734ad6694c8a1347d5e0747da3315223c203"
+    },
+    {
+      "path": "test_runtime_bridge.py",
+      "bytes": 23574,
+      "sha256": "bc01a5ff38d79a7b66ab2eb9e6731164bb8a1e15b5b5c0c1655161c24e2c37cf"
+    },
+    {
+      "path": "test_validation.py",
+      "bytes": 17829,
+      "sha256": "03f5aacb5a1f9460d10b30744100a43c57e5488d32dada79c888529943c82cf0"
+    },
+    {
+      "path": "validation.py",
+      "bytes": 21631,
+      "sha256": "3464091a4cc2cba18946cb9c9b3d12a69bd3f79f1001096234b3a8467dc602c5"
+    },
+    {
+      "path": "verify_frozen.py",
+      "bytes": 2417,
+      "sha256": "a736b774e39ff0ad863e8efc720bd5f9ed7d30261776bb57f0a716a7052dba5a"
+    }
+  ]
+}
diff --git a/models/male-cns-lif/apl-timing-validation-v1/prepare.py b/models/male-cns-lif/apl-timing-validation-v1/prepare.py
new file mode 100644
index 0000000..91c5189
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/prepare.py
@@ -0,0 +1,180 @@
+"""Lock both validation cohorts before outcomes; read no old novel-odor dynamics."""
+from datetime import datetime, timezone
+import ast
+import json
+import platform
+import shutil
+import subprocess
+import sys
+import numpy as np
+import pandas as pd
+import yaml
+from context import (ROOT, MODEL, EXP, AJ, AJ_MODEL, AG, CFG, PINS, STATIC,
+                     read, save, digest, sources, integrity, budget, bit_equal)
+from encoder_inputs import frozen_pn_drive, make_requests, write_npz
+
+
+def copy_exact(source, target):
+    target.parent.mkdir(parents=True, exist_ok=True)
+    with source.open('rb') as source_stream, target.open('xb') as target_stream:
+        shutil.copyfileobj(source_stream, target_stream)
+    assert digest(source) == digest(target)
+
+
+def main():
+    assert not EXP.exists() or not any(EXP.iterdir()), 'Never reuse a populated experiment'
+    assert shutil.disk_usage(EXP.parent).free > CFG['output_budget_bytes'] + 10 * 1024**3
+    for relative, expected in PINS.items():
+        assert digest(ROOT / relative) == expected, relative
+    previous = read(AJ / 'audit/final-status.json')
+    assert previous['status'] == 'PASS-FIXED-CAL-APL-TIMING-HYPOTHESIS'
+    assert previous['delay18_representation_pass'] and previous['old_frozen_integrity_and_five_reference_pass']
+    assert CFG['apl'] == read(AJ_MODEL / 'config.json')['apl']
+    assert CFG['gates'] == read(AJ_MODEL / 'config.json')['gates']
+    assert CFG['apl_delay_steps'] == 18 and not CFG['training'] and not CFG['candidate_generation']
+    seed_audit = read(MODEL / 'seed-audit.json')
+    assert seed_audit['proposed_seeds'] == CFG['validation']['seeds'] and seed_audit['collision_found'] is False
+    seed_sources = []
+    for row in seed_audit['inspected_files']:
+        if row.get('remote_path'):
+            path = ROOT / row['remote_path']
+            assert path.is_relative_to(ROOT) and '..' not in path.parts
+            assert digest(path) == row['sha256'], row['remote_path']
+            seed_sources.append(dict(path=path.relative_to(ROOT).as_posix(), sha256=row['sha256']))
+    assert seed_sources, 'At least exact-mapped static seed sources must be checked on server'
+    for name in ('protocol', 'cases', 'gpu', 'oracle', 'component-audit', 'audit', 'validation', 'regression', 'logs', 'extension-build'):
+        (EXP / name).mkdir(parents=True, exist_ok=False)
+    command = [sys.executable, '-B', '-m', 'unittest', 'discover', '-v', '-s', str(MODEL), '-p', 'test_*.py']
+    test = subprocess.run(command, cwd=MODEL, text=True, capture_output=True)
+    with (EXP / 'regression/unit-tests.log').open('x', encoding='utf-8') as stream:
+        stream.write(test.stdout + test.stderr)
+    save(EXP / 'regression/unit-tests.json', dict(command=command, exit_code=test.returncode,
+        pass_all=test.returncode == 0, sha256=digest(EXP / 'regression/unit-tests.log')))
+    assert test.returncode == 0
+    inputs = {relative: expected for relative, expected in PINS.items()}
+    for row in seed_sources:
+        inputs[row['path']] = row['sha256']
+    for path in (AJ / 'audit/final-status.json', AJ / 'protocol/preregistered.json',
+                 AG / 'protocol/calibration-cases.json', AG / 'protocol/encoder-audit.json'):
+        inputs[path.relative_to(ROOT).as_posix()] = digest(path)
+    save(EXP / 'protocol/preregistered.json', dict(timestamp_utc=datetime.now(timezone.utc).isoformat(),
+        sources=sources(), config=CFG, inputs=[dict(path=path, sha256=sha) for path, sha in sorted(inputs.items())],
+        parent_commit=subprocess.check_output(['git', '-C', str(ROOT), 'rev-parse', 'HEAD'], text=True).strip(),
+        prior_AJ_CAL_outcomes_known=True, before_new_requests_and_brain_trajectories=True,
+        training=False, candidate_generated=False, historical_never_simulated_odor_claim=False,
+        seed_collision_audit_scope='Only enumerated static sources and explicitly evaluated derivations; no universal independence claim',
+        shared_seed_across_conditions=True, new_dynamic_scope='seed_validation then conditionally novel_to_aj',
+        source_engine='Unmodified SHA-pinned AJ backend functions, using original __file__ and globals',
+        oracle_limit='Independent Brian LIF and delay FIFO, shared frozen Torch APL component',
+        python=sys.version, machine=platform.machine(), numpy=np.__version__))
+    save(EXP / 'regression/old-integrity-before.json', integrity())
+    from run_case import preflight
+    preflight()
+    import torch
+    cfg_path = ROOT / 'models/male-cns-lif/olfactory-grounding-v1/phase4l.yaml'
+    oc = yaml.safe_load(cfg_path.read_text())
+    assert oc['odor_encoder']['duration_ms'] == CFG['validation']['duration_ms']
+    assert oc['odor_encoder']['modes'] == CFG['validation']['modes']
+    panel = pd.read_parquet(STATIC / 'odor-encoder/frozen-odor-panel.parquet')
+    assert len(panel) == 12 and panel.odor_id.is_unique
+    assert panel.split.tolist() == ['calibration'] * 6 + ['heldout'] * 6
+    median = float(np.median(panel.mapped_response_sum))
+    assert median == CFG['validation']['median_mapped_response_sum']
+    selection = read(STATIC / 'odor-encoder/selection.json')
+    mapping = pd.read_parquet(STATIC / 'receptor-mapping/olfactory-mapping.parquet')
+    with np.load(STATIC / 'odor-encoder/mapped-glomerular-vectors.npz', allow_pickle=False) as source:
+        assert set(source.files) == set(panel.odor_id) | {'glomeruli'}
+        assert source['glomeruli'].tolist() == selection['glomeruli_order']
+        vectors = {oid: source[oid].copy() for oid in panel.odor_id}
+    encoder_source = ROOT / 'models/male-cns-lif/phase4l.py'
+    drive, ast_sha = frozen_pn_drive(encoder_source, PINS[str(encoder_source.relative_to(ROOT))])
+    cached = {}
+    static_rows = {}
+    for cohort, frame in (('seed_validation', panel.iloc[:6]), ('novel_to_aj', panel.iloc[6:])):
+        static_rows[cohort] = [dict(odor_id=str(odor.odor_id), odor_index=index,
+            source_panel_split=str(odor.split)) for index, (_, odor) in enumerate(frame.iterrows())]
+        for mode in CFG['validation']['modes']:
+            for index, (_, odor) in enumerate(frame.iterrows()):
+                targets, rates, ignored_frame = drive(str(odor.odor_id), vectors[odor.odor_id], mapping,
+                    selection['glomeruli_order'], mode, median, oc)
+                assert targets.dtype == np.int32 and rates.dtype == np.float32 and len(targets) > 0
+                assert len(np.unique(targets)) == len(targets) and np.all((targets >= 0) & (targets < CFG['neurons']))
+                assert np.isfinite(rates).all() and np.all(rates > 0)
+                cached[(cohort, mode, index)] = (targets, rates)
+    # Reproduce all 60 known CAL input arrays, without any old heldout trajectory.
+    control_rows = []
+    old_inventory = read(AG / 'protocol/calibration-cases.json')
+    assert len(old_inventory) == 60
+    for row in old_inventory:
+        targets, rates = cached[('seed_validation', row['mode'], row['odor_index'])]
+        old_case = AG / 'cases' / row['name']
+        spec = read(old_case / 'spec.json')
+        assert spec['odor_id'] == static_rows['seed_validation'][row['odor_index']]['odor_id']
+        with np.load(old_case / 'pn-drive.npz', allow_pickle=False) as old:
+            assert bit_equal(targets, old['targets']) and bit_equal(rates, old['rates_hz'])
+        requests = make_requests(targets, rates, row['seed'])
+        with np.load(old_case / 'requests.npz', allow_pickle=False) as old:
+            assert bit_equal(requests[:, 0], old['tick']) and bit_equal(requests[:, 1], old['neuron_idx'])
+        control_rows.append(dict(case=row['name'], pass_all=True, seed=row['seed'],
+            old_requests_sha256=digest(old_case / 'requests.npz'), old_drive_sha256=digest(old_case / 'pn-drive.npz'),
+            target_rate_and_request_arrays_bitwise=True))
+    save(EXP / 'protocol/encoder-control.json', dict(pass_all=True, cases=control_rows,
+        old_heldout_dynamic_access=False, comparison='All original 60 CAL request/drive arrays; no trajectory or RNG-column reorder'))
+    template = read(AJ / 'cases/delay18' / CFG['control_cases'][0] / 'spec.json')
+    assert template['apl_delay_steps'] == 18 and template['steps'] == 1000 and template['record_history'] is False
+    control_cases = []
+    for name in CFG['control_cases']:
+        source = AJ / 'cases/delay18' / name
+        target = EXP / 'cases/controls' / name
+        target.mkdir(parents=True, exist_ok=False)
+        spec = read(source / 'spec.json')
+        spec.update(budget_root=str(EXP), output_budget_bytes=CFG['output_budget_bytes'])
+        save(target / 'spec.json', spec)
+        for filename in ('requests.npz', 'pn-drive.npz'):
+            copy_exact(source / filename, target / filename)
+        control_cases.append(dict(name=name, source_case=str(source), source_output=str(AJ / 'gpu/delay18' / (name + '-r0'))))
+    save(EXP / 'protocol/control-cases.json', control_cases)
+    records = []
+    for cohort, frame in (('seed_validation', panel.iloc[:6]), ('novel_to_aj', panel.iloc[6:])):
+        for mode in CFG['validation']['modes']:
+            for index, (_, odor) in enumerate(frame.iterrows()):
+                targets, rates = cached[(cohort, mode, index)]
+                for seed in CFG['validation']['seeds']:
+                    requests = make_requests(targets, rates, seed)
+                    name = f'{cohort}-{mode}-{index:02d}-s{seed}'
+                    target = EXP / 'cases' / cohort / name
+                    target.mkdir(parents=True, exist_ok=False)
+                    expected = float(rates.sum()) * 1000 * .1 / 1000.
+                    spec = dict(template, name=name, kind='fullgraph', validation_cohort=cohort,
+                        source_panel_split=str(odor.split), source_panel_row=int(odor.name),
+                        odor_id=str(odor.odor_id), odor_name=str(odor.odor_name), mode=mode, seed=seed,
+                        odor_index=index, expected_external_events=expected, target_count=len(targets),
+                        rate_sum_hz=float(rates.sum()), budget_root=str(EXP), output_budget_bytes=CFG['output_budget_bytes'])
+                    save(target / 'spec.json', spec)
+                    write_npz(target / 'requests.npz', tick=requests[:, 0], neuron_idx=requests[:, 1])
+                    write_npz(target / 'pn-drive.npz', targets=targets, rates_hz=rates)
+                    records.append(dict(name=name, cohort=cohort, source_panel_split=str(odor.split),
+                        source_panel_row=int(odor.name), mode=mode, odor_id=str(odor.odor_id), odor_index=index,
+                        seed=seed, targets=len(targets), requests=len(requests), expected_external_events=expected,
+                        rates_sum=float(rates.sum())))
+    assert len(records) == 120 and len({row['name'] for row in records}) == 120
+    save(EXP / 'protocol/validation-cases.json', records)
+    save(EXP / 'protocol/encoder-audit.json', dict(panel_count=12, cal_count=6, novel_to_aj_count=6,
+        median_mapped_response_sum=median, seeds=CFG['validation']['seeds'],
+        seeds_static_audit_sha256=digest(MODEL / 'seed-audit.json'), cohorts_static_panel_rows=static_rows,
+        requested_before_any_dynamics=True, historical_never_simulated_claim=False,
+        old_heldout_dynamic_access=False, seed_namespace_universally_independent_claim=False,
+        source_function='Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies',
+        source_sha256=digest(encoder_source), function_ast_sha256=ast_sha, torch=torch.__version__, numpy=np.__version__,
+        control_60_original_CAL_arrays_exact=True, target_rng_column_order='Original function output, unchanged',
+        generation='Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests',
+        expected_not_realized_input_energy_matched=True, no_learning=True))
+    save(EXP / 'protocol/prepared-hashes.json', [dict(path=p.relative_to(EXP).as_posix(), sha256=digest(p), bytes=p.stat().st_size)
+         for directory in ('protocol', 'cases') for p in sorted((EXP / directory).rglob('*'))
+         if p.is_file() and p.name != 'prepared-hashes.json'])
+    budget()
+    print('REGISTERED 2 controls +120 fixed validation cases; 60 original input arrays exact; no brain trajectories', flush=True)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/run_case.py b/models/male-cns-lif/apl-timing-validation-v1/run_case.py
new file mode 100644
index 0000000..5bab593
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/run_case.py
@@ -0,0 +1,66 @@
+"""One registered AK action per fresh process; no changes to frozen runtimes."""
+import argparse
+import json
+import os
+import urllib.request
+
+from context import ROOT, EXP, CFG, check, budget, read
+import runtime_bridge as bridge
+
+
+def preflight():
+    # Establish visibility before the lazy runtime/component Torch import.
+    os.environ['CUDA_VISIBLE_DEVICES'] = CFG['gpu_uuid']
+    os.environ['CUDA_HOME'] = '/usr/local/cuda'
+    os.environ['PATH'] = str(ROOT / 'models/male-cns-lif/.venv/bin') + ':/usr/local/cuda/bin:' + os.environ['PATH']
+    os.environ['MAX_JOBS'] = '2'
+    os.environ['TORCH_CUDA_ARCH_LIST'] = '8.9'
+    for port in (8188, 8189, 8190):
+        with urllib.request.urlopen(f'http://192.168.10.51:{port}/queue', timeout=5) as response:
+            queue = json.load(response)
+        bridge.require(not queue['queue_running'] and not queue['queue_pending'], 'ComfyUI busy: defer, never evict')
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('backend', choices=['gpu', 'oracle', 'component'])
+    parser.add_argument('group', choices=bridge.GROUPS)
+    parser.add_argument('case')
+    parser.add_argument('--repeat', type=int, default=0)
+    args = parser.parse_args()
+    check(); budget()
+    row = bridge.authorize_case(EXP, CFG, args.group, args.case, args.backend, args.repeat)
+    case = EXP / 'cases' / args.group / args.case
+    spec = bridge.case_spec(case)
+    bridge.require(spec['name'] == args.case and spec['budget_root'] == str(EXP) and
+                   spec['output_budget_bytes'] == CFG['output_budget_bytes'], 'Case identity/new budget differs')
+    if args.group == 'controls':
+        bridge.control_inputs(case, row['source_case'])
+    else:
+        bridge.require(spec.get('kind') == 'fullgraph' and spec.get('validation_cohort') == args.group and
+                       all(spec[key] == row[key] for key in ('mode', 'odor_id', 'odor_index', 'seed')),
+                       'New fullgraph case differs from its registered cohort cell')
+    output = EXP / 'gpu' / args.group / f'{args.case}-r{args.repeat}'
+    if args.backend == 'component':
+        summary = read(output / 'summary.json')
+        bridge.require(summary.get('complete') is True and summary.get('pass_all') is True and
+                       summary.get('case') == args.case and summary.get('apl_delay_steps') == 18,
+                       'Component audit needs a complete matching D18 GPU run')
+    preflight()
+    def execute():
+        if args.backend == 'gpu':
+            result = bridge.run_gpu(case, output, EXP / 'extension-build')
+        elif args.backend == 'oracle':
+            result = bridge.run_oracle(case, EXP / 'oracle' / args.group / args.case)
+        else:
+            result = bridge.component(output, spec['apl_bundle_dir'], EXP / 'component-audit' / args.group / (args.case + '.json'))
+        budget()
+        bridge.require(result.get('pass_all') is True, 'Runtime/component evidence did not pass its own integrity checks')
+        return result
+    result = bridge.guarded_action(EXP, args.backend, args.group, args.case, args.repeat, execute)
+    print(json.dumps(dict(backend=args.backend, group=args.group, case=args.case, repeat=args.repeat,
+        complete=result.get('complete'), pass_all=result.get('pass_all')), allow_nan=False), flush=True)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/run_suite.py b/models/male-cns-lif/apl-timing-validation-v1/run_suite.py
new file mode 100644
index 0000000..15fe521
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/run_suite.py
@@ -0,0 +1,151 @@
+"""Ordered fixed-D18 validation; representation failure never becomes execution failure.
+
+Only the two predeclared first-odor/first-seed mode probes use Brian per cohort.
+Their GPU r0 outputs are reused in the full 60-case block.  No novel-to-AJ
+trajectory can start until the complete seed block and its repeats pass.
+"""
+import argparse
+import subprocess
+import time
+import traceback
+
+from context import ROOT, MODEL, EXP, CFG, check, save, read, budget
+import runtime_bridge as bridge
+
+
+SCIENCE = ROOT / 'models/male-cns-lif/.venv/bin/python'
+ORACLE = ROOT / 'experiments/phase4ad-author-semantics/environment/.venv/bin/python'
+
+
+class RepresentationGateFailed(RuntimeError):
+    """Completed valid trajectories did not pass the predeclared representation gate."""
+
+
+def child(backend, group, name, repeat=0):
+    # Do not resolve either interpreter: the venv invocation path is meaningful.
+    interpreter = ORACLE if backend == 'oracle' else SCIENCE
+    bridge.require(interpreter.is_file(), 'Missing fixed runtime interpreter: ' + str(interpreter))
+    bridge.authorize_case(EXP, CFG, group, name, backend, repeat)
+    log = EXP / 'logs' / f'{backend}-{group}-{name}-r{repeat}.log'
+    log.parent.mkdir(parents=True, exist_ok=True)
+    command = [str(interpreter), '-B', str(MODEL / 'run_case.py'), backend, group, name, '--repeat', str(repeat)]
+    print('START', backend, group, name, repeat, flush=True)
+    started = time.perf_counter()
+    with log.open('x', encoding='utf-8') as stream:
+        result = subprocess.run(command, stdout=stream, stderr=subprocess.STDOUT, timeout=1800, check=False)
+    print('FINISH', backend, group, name, repeat, 'exit', result.returncode,
+          'wall', round(time.perf_counter() - started, 2), flush=True)
+    bridge.require(result.returncode == 0, f'{backend} {group}/{name} failed; preserve partial evidence and inspect {log}')
+
+
+def control(row):
+    name = row['name']
+    child('gpu', 'controls', name)
+    case = EXP / 'cases/controls' / name
+    output = EXP / 'gpu/controls' / (name + '-r0')
+    report = bridge.control_identity(output, row['source_output'], case, row['source_case'],
+                                     EXP / 'audit' / ('control-' + name + '.json'))
+    bridge.require(report['pass_all'], 'Fresh fixed-D18 control differs from sealed AJ: ' + name)
+    child('component', 'controls', name)
+    return dict(case=name, group='controls', pass_all=True, fresh_gpu_runs=1, new_oracle_runs=0)
+
+
+def probe(row):
+    name, group = row['name'], row['cohort']
+    child('gpu', group, name)
+    child('oracle', group, name)
+    result = bridge.compare(EXP / 'cases' / group / name, EXP / 'gpu' / group / (name + '-r0'),
+        EXP / 'oracle' / group / name, EXP / 'audit' / ('compare-' + group + '-' + name + '.json'))
+    bridge.require(result['pass_all'], 'Closed-loop fixed-D18 comparison failed: ' + name)
+    child('component', group, name)
+    return dict(case=name, group=group, pass_all=True, fresh_gpu_runs=1, new_oracle_runs=1)
+
+
+def validation_block(cohort, records):
+    from validation import summarize
+    rows = bridge.cohort_rows(records, CFG, cohort)
+    probes = {row['name'] for row in bridge.probe_rows(records, CFG, cohort)}
+    repeated = []
+    for row in rows:
+        name = row['name']
+        if name not in probes:
+            child('gpu', cohort, name)
+        else:
+            comparison = read(EXP / 'audit' / ('compare-' + cohort + '-' + name + '.json'))
+            bridge.require(comparison.get('pass_all') is True and comparison.get('case') == name,
+                           'Missing successful probe evidence for reused r0: ' + name)
+        if row['seed'] == CFG['validation']['seeds'][0]:
+            child('gpu', cohort, name, 1)
+            result = bridge.compare_gpu_repeats(EXP / 'gpu' / cohort / (name + '-r0'),
+                EXP / 'gpu' / cohort / (name + '-r1'), EXP / 'audit' / ('repeat-' + cohort + '-' + name + '.json'))
+            bridge.require(result['pass_all'], 'Fixed-input GPU repeat diverged: ' + name)
+            repeated.append(name)
+    bridge.require(len(rows) == 60 and len(repeated) == 12, 'Incomplete registered base/repeat block')
+    result = summarize(cohort)
+    return result, repeated
+
+
+def run(stage):
+    bridge.require(stage in bridge.STAGES, 'Unknown stage')
+    check(); budget()
+    bridge.ensure_unstopped(EXP)
+    receipt = EXP / 'audit' / (stage + '-gate.json')
+    bridge.require(not receipt.exists() and not (EXP / 'audit' / ('stopped-' + stage + '.json')).exists(),
+                   'Stage already has completion/stop evidence; do not rerun or overwrite')
+    controls, records = bridge.inventories(EXP, CFG)
+    try:
+        if stage == 'controls':
+            rows = [control(row) for row in controls]
+            result = dict(stage=stage, pass_all=True, cases=rows, scope='Same-input fresh D18 GPU identity with sealed AJ; no new model or Brian run')
+        else:
+            bridge.gate_pass(EXP, 'controls')
+            cohort = 'seed_validation' if stage.startswith('seed-') else 'novel_to_aj'
+            if cohort == 'novel_to_aj':
+                bridge.gate_pass(EXP, 'seed-validation', representation=True, cfg=CFG)
+            if stage.endswith('-probes'):
+                rows = [probe(row) for row in bridge.probe_rows(records, CFG, cohort)]
+                result = dict(stage=stage, pass_all=True, cases=rows,
+                    scope='Two fixed first-odor first-seed mode probes; independent LIF with shared unchanged Torch APL component')
+            else:
+                bridge.gate_pass(EXP, 'seed-probes' if cohort == 'seed_validation' else 'novel-probes')
+                summary, repeats = validation_block(cohort, records)
+                execution = summary.get('execution_gate_pass') is True
+                representation = summary.get('representation_gate_pass') is True
+                if execution:
+                    bridge.validate_summary_coverage(summary, EXP, CFG, cohort)
+                result = dict(stage=stage, cohort=cohort, pass_all=execution,
+                    execution_gate_pass=execution, representation_gate_pass=representation,
+                    base_count=60, repeat_count=len(repeats), repeat_cases=repeats,
+                    summary='validation/' + cohort + '/summary.json',
+                    summary_sha256=bridge.digest(EXP / 'validation' / cohort / 'summary.json'),
+                    validation_inventory_sha256=bridge.digest(EXP / 'protocol/validation-cases.json'),
+                    scope='Complete fixed representation block; no pooled rescue, learning, tuning, or historically-unseen-odor claim')
+        save(receipt, result)
+        if stage.endswith('-validation'):
+            bridge.require(result['execution_gate_pass'], 'Validation execution/numerical/integrity gate failed')
+            if not result['representation_gate_pass']:
+                raise RepresentationGateFailed('Completed fixed validation block failed representation; no later cohort is authorized')
+        budget()
+        return result
+    except Exception as error:
+        save(EXP / 'audit' / ('stopped-' + stage + '.json'), dict(stage=stage,
+            type=type(error).__name__, message=str(error), traceback=traceback.format_exc(),
+            stop_kind='representation_failure' if isinstance(error, RepresentationGateFailed) else 'execution_or_numerical_failure',
+            representation_failure_is_execution_failure=False,
+            later_stages_not_permitted=True, partial_outputs_preserved=True,
+            parameters_changed=False, replacement_seeds_or_odors_selected=False))
+        raise
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('stage', choices=bridge.STAGES)
+    args = parser.parse_args()
+    try:
+        run(args.stage)
+    except RepresentationGateFailed:
+        raise SystemExit(2)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/runtime_bridge.py b/models/male-cns-lif/apl-timing-validation-v1/runtime_bridge.py
new file mode 100644
index 0000000..93a1c08
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/runtime_bridge.py
@@ -0,0 +1,396 @@
+"""Phase 4AK orchestration only: call hash-pinned, unchanged AJ functions.
+
+No LIF, APL, queue, or input-generation equation is implemented here.  Fresh
+processes resolve AJ's one unqualified import to the pinned AJ timing_queue.
+The D18 control adapter compares evidence; it never changes a case to D0.
+"""
+from __future__ import annotations
+
+import hashlib
+import importlib.util
+import json
+from pathlib import Path
+import re
+import sys
+import traceback
+
+
+AJ_PINS = {
+    'gpu_timing.py': 'af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b',
+    'oracle_timing.py': '39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be',
+    'compare_timing.py': '9010f070fba9b7c9cf2d86187ee2abc57f3ac606ebc08a42baad4f3922b51734',
+    'timing_queue.py': '54df6d4818e2a0c26e96fb0aaf5d9b71cd964981706da937562d48af79aca14e',
+}
+COMPONENT_SHA256 = '5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3'
+COHORTS = ('seed_validation', 'novel_to_aj')
+GROUPS = ('controls',) + COHORTS
+STAGES = ('controls', 'seed-probes', 'seed-validation', 'novel-probes', 'novel-validation')
+_BUDGET_KEYS = frozenset(('budget_root', 'output_budget_bytes'))
+_LOADED = {}
+
+
+def require(ok, message):
+    if not ok:
+        raise ValueError(message)
+
+
+def read(path):
+    return json.loads(Path(path).read_text(encoding='utf-8'))
+
+
+def digest(path):
+    result = hashlib.sha256()
+    with Path(path).open('rb') as stream:
+        for block in iter(lambda: stream.read(8 << 20), b''):
+            result.update(block)
+    return result.hexdigest()
+
+
+def save(path, report):
+    if path is None:
+        return
+    path = Path(path)
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open('x', encoding='utf-8') as stream:
+        json.dump(report, stream, ensure_ascii=False, indent=2, sort_keys=True, allow_nan=False)
+        stream.write('\n')
+
+
+def load_checked(name, path, expected_hash):
+    """Execute the verified bytes with importlib metadata, without old pyc writes."""
+    path = Path(path).absolute()
+    data = path.read_bytes()
+    require(hashlib.sha256(data).hexdigest() == expected_hash, 'Sealed source SHA mismatch: ' + str(path))
+    if name in sys.modules:
+        existing = sys.modules[name]
+        require(Path(getattr(existing, '__file__', '')).absolute() == path and
+                _LOADED.get(name) == (path, expected_hash, existing),
+                'Refusing an existing unverified module name: ' + name)
+        return existing
+    spec = importlib.util.spec_from_file_location(name, path)
+    require(spec is not None and spec.loader is not None, 'Cannot create sealed module specification')
+    module = importlib.util.module_from_spec(spec)
+    sys.modules[name] = module
+    try:
+        exec(compile(data, str(path), 'exec'), module.__dict__)
+    except BaseException:
+        sys.modules.pop(name, None)
+        raise
+    # Keep verification metadata here, not in the sealed module's globals.
+    _LOADED[name] = (path, expected_hash, module)
+    return module
+
+
+def sealed(filename, aj_model=None):
+    require(filename in AJ_PINS, 'Unregistered AJ module')
+    if aj_model is None:
+        from context import AJ_MODEL
+        aj_model = AJ_MODEL
+    directory = Path(aj_model)
+    if filename == 'gpu_timing.py':
+        load_checked('timing_queue', directory / 'timing_queue.py', AJ_PINS['timing_queue.py'])
+    name = 'phase4ak_sealed_aj_' + Path(filename).stem
+    return load_checked(name, directory / filename, AJ_PINS[filename])
+
+
+def case_spec(case_dir):
+    spec = read(Path(case_dir) / 'spec.json')
+    require(isinstance(spec.get('name'), str) and re.fullmatch(r'[A-Za-z0-9_-]+', spec['name']), 'Unsafe case name')
+    require(type(spec.get('apl_delay_steps')) is int and spec['apl_delay_steps'] == 18, 'AK permits fixed D18 only')
+    require(spec.get('steps') == 1000 and type(spec['steps']) is int and spec.get('dt_ms') == .1 and
+            spec.get('duration_ms') == 100.0 and spec.get('record_history') is False,
+            'AK requires the unchanged fullgraph 100 ms window')
+    require(spec.get('training') is False and spec.get('poi_used', False) is False and
+            spec.get('precision') == 'float64' and spec.get('apl_precision') == 'float32',
+            'Frozen no-learning / no-poi / precision scope changed')
+    require(spec.get('apl') == {'tau_ms': 20, 'gain': .01, 'normalization': 1}, 'Frozen APL parameters changed')
+    for field in ('graph_dir', 'apl_bundle_dir', 'coefficients_path', 'science_python', 'legacy_apl_worker'):
+        require(field in spec and Path(spec[field]).is_absolute(), 'Missing absolute path: ' + field)
+    require(isinstance(spec.get('model'), dict), 'Missing original author parameter dictionary')
+    return spec
+
+
+def _new_output(case_dir, out_dir):
+    spec = case_spec(case_dir)
+    output = Path(out_dir).absolute()
+    budget_root = Path(spec['budget_root']).absolute()
+    require(type(spec.get('output_budget_bytes')) is int and spec['output_budget_bytes'] > 0,
+            'Missing positive output budget')
+    require(output.is_relative_to(budget_root) and output != budget_root and not output.exists(),
+            'Output must be a new exclusive child of this case budget root')
+    return spec
+
+
+def _receipt(output, backend, filename, aj_model):
+    module = sealed(filename, aj_model)
+    require(digest(module.__file__) == AJ_PINS[filename], 'Sealed runtime changed during invocation')
+    receipt = {'backend': backend, 'sealed_runtime': str(module.__file__),
+        'sealed_runtime_sha256': AJ_PINS[filename], 'apl_delay_steps': 18,
+        'old_module_scientific_globals_changed': False, 'dynamics_copied_or_reimplemented': False,
+        'scope': 'Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model'}
+    save(Path(output) / 'runtime-bridge.json', receipt)
+
+
+def run_gpu(case_dir, out_dir, build_root, *, aj_model=None):
+    spec = _new_output(case_dir, out_dir)
+    build_root = Path(build_root).absolute()
+    require(build_root.is_relative_to(Path(spec['budget_root']).absolute()) and
+            build_root != Path(spec['budget_root']).absolute(), 'Build cache must stay in the new experiment')
+    module = sealed('gpu_timing.py', aj_model)
+    result = module.run_gpu(Path(case_dir), Path(out_dir), build_root)
+    _receipt(out_dir, 'gpu', 'gpu_timing.py', aj_model)
+    return result
+
+
+def run_oracle(case_dir, out_dir, *, aj_model=None):
+    _new_output(case_dir, out_dir)
+    require('torch' not in sys.modules, 'Pinned Brian process must not import Torch')
+    module = sealed('oracle_timing.py', aj_model)
+    result = module.run_case(Path(case_dir), Path(out_dir))
+    _receipt(out_dir, 'oracle', 'oracle_timing.py', aj_model)
+    return result
+
+
+def compare(case_dir, gpu_dir, cpu_dir, out_json=None, *, aj_model=None):
+    case_spec(case_dir)
+    return sealed('compare_timing.py', aj_model).compare(case_dir, gpu_dir, cpu_dir, out_json)
+
+
+def compare_gpu_repeats(first, second, out_json=None, *, aj_model=None):
+    require(all(read(Path(path) / 'summary.json').get('apl_delay_steps') == 18 for path in (first, second)),
+            'Repeat evidence must be fixed D18')
+    return sealed('compare_timing.py', aj_model).compare_gpu_repeats(first, second, out_json)
+
+
+def component(output, bundle, out_json, *, ag_model=None):
+    if ag_model is None:
+        from context import AG_MODEL
+        ag_model = AG_MODEL
+    module = load_checked('phase4ak_sealed_ag_components', Path(ag_model) / 'validate_components.py', COMPONENT_SHA256)
+    return module.validate(Path(output), Path(bundle), Path(out_json))
+
+
+def control_inputs(newcase, oldcase):
+    """Only budget metadata may differ; all saved request/drive bytes are identical."""
+    newcase, oldcase = Path(newcase), Path(oldcase)
+    fresh, old = case_spec(newcase), case_spec(oldcase)
+    require({k: v for k, v in fresh.items() if k not in _BUDGET_KEYS} ==
+            {k: v for k, v in old.items() if k not in _BUDGET_KEYS},
+            'D18 control scientific specification changed beyond the two budget fields')
+    evidence = {str(folder / 'spec.json'): digest(folder / 'spec.json') for folder in (newcase, oldcase)}
+    files = ['requests.npz', 'pn-drive.npz']
+    require((newcase / 'arrays.npz').exists() == (oldcase / 'arrays.npz').exists(), 'Control initial-state presence changed')
+    if (newcase / 'arrays.npz').exists():
+        files.append('arrays.npz')
+    for name in files:
+        first, second = digest(newcase / name), digest(oldcase / name)
+        require(first == second, 'Control input byte mismatch: ' + name)
+        evidence[str(newcase / name)], evidence[str(oldcase / name)] = first, second
+    return fresh, old, evidence
+
+
+def control_identity(newdir, olddir, newcase, oldcase, out_json=None, *, aj_model=None):
+    """D18 scientific identity using unchanged AJ comparison primitives.
+
+    Unlike the AJ D0-vs-AG adapter, this checks real D18 applied/pending files.
+    Input SHA fields are checked against each real spec, not compared after
+    deleting metadata.  Only build/cache paths and the two budget fields are
+    permitted to differ; all numerical/timing/component evidence stays exact.
+    """
+    require(out_json is None or not Path(out_json).exists(), 'Refusing existing control report')
+    aj = sealed('compare_timing.py', aj_model)
+    checks, differences, used = {}, {}, set()
+    report = {'kind': 'fixed-D18 same-input sealed-AJ control identity', 'pass_all': False,
+        'new_output': str(newdir), 'old_output': str(olddir), 'new_case': str(newcase), 'old_case': str(oldcase),
+        'apl_delay_steps': 18, 'tolerance': None, 'signed_zero_included': True,
+        'dynamics_copied_or_reimplemented': False, 'old_globals_patched': False,
+        'independent_CPU_all_components_claim': False,
+        'allowed_case_metadata_differences': sorted(_BUDGET_KEYS),
+        'build_and_wall_metadata_compared': False}
+    try:
+        spec, old_spec, inputs = control_inputs(newcase, oldcase)
+        used.update(Path(path) for path in inputs)
+        checks['control_input_spec_and_bytes'] = True
+        steps, n, edges = spec['steps'], 166700, 25582938
+        left = aj._load_run(Path(newdir), 'fresh_gpu', n, edges, steps, False, spec['name'], 18, used, checks)
+        right = aj._load_run(Path(olddir), 'sealed_gpu', n, edges, steps, False, spec['name'], 18, used, checks)
+        aj._pair_outputs(left, right, checks, differences, n, steps, False)
+        for role, run, case, case_input in (('fresh_gpu', left, Path(newcase), spec),
+                                           ('sealed_gpu', right, Path(oldcase), old_spec)):
+            aj._timing_sequence_checks(run['apl']['inhibition'], run['apl']['applied'], run['pending'],
+                                      18, role, checks, differences)
+            aj._timing_metadata_checks(run, role, 18, steps, checks)
+            expected = {name: digest(case / name) for name in ('spec.json', 'requests.npz')}
+            if (case / 'arrays.npz').exists():
+                expected['arrays.npz'] = digest(case / 'arrays.npz')
+            weight, coeff = Path(case_input['graph_dir']) / 'weights.npy', Path(case_input['coefficients_path'])
+            used.update((weight, coeff))
+            expected.update({'base_weights.npy': digest(weight), 'coefficients.json': digest(coeff)})
+            checks[role + '.actual_input_hashes'] = run['summary'].get('input_sha256') == expected
+        stable = ('case', 'complete', 'pass_all', 'steps', 'completed_ticks', 'nodes', 'edges', 'precision',
+            'apl_precision', 'state_units', 'total_spikes', 'requested', 'accepted_requests', 'rejected_requests',
+            'arriving_edges', 'accepted_arriving_edges', 'counts_match_sparse_events', 'all_finite', 'record_history',
+            'apl_fast_edges_zeroed', 'kc_targets_present', 'effective_weights_raw_sha256', 'apl_schedule',
+            'apl_si_conversion', 'sealed_ae_backend_sha256', 'learning', 'apl_delay_steps', 'apl_timing',
+            'source_provenance', 'pending_generated_count', 'pending_initial_zero_prefix', 'pending_tail_shape',
+            'future_generated_decay_tail_included')
+        for key in stable:
+            checks['summary.' + key] = key in left['summary'] and key in right['summary'] and left['summary'][key] == right['summary'][key]
+        checks['timing_audit.parsed_exact'] = left['timing'] == right['timing']
+        report.update(case=spec['name'], steps=steps, nodes=n, edges=edges,
+            scope='Six state arrays, every tick state/queue/request, generated/applied/pending APL, component and timing metadata')
+    except Exception as error:
+        report['error'] = {'type': type(error).__name__, 'message': str(error)}
+    return aj._finish(report, checks, differences, used, out_json)
+
+
+def inventories(exp, cfg):
+    """Validate static cells before choosing any dynamic case; no old dynamic read."""
+    exp = Path(exp)
+    controls = read(exp / 'protocol/control-cases.json')
+    records = read(exp / 'protocol/validation-cases.json')
+    require(isinstance(controls, list) and len(controls) == 2 and
+            [row['name'] for row in controls] == cfg['control_cases'], 'Unexpected control inventory')
+    for row in controls:
+        require(re.fullmatch(r'[A-Za-z0-9_-]+', row['name']) and
+                all(Path(row[key]).is_absolute() for key in ('source_case', 'source_output')), 'Invalid control identity/path')
+    design = cfg['validation']
+    require(design['cohorts'] == list(COHORTS) and len(design['seeds']) == 5 and len(set(design['seeds'])) == 5 and
+            design['modes'] == ['physiological', 'matched_energy'] and design['odor_count'] == 6 and
+            design['repeat_first_seed_each_odor'] is True, 'Fixed validation design changed')
+    require(isinstance(records, list) and len(records) == 120, 'Expected 120 predeclared cases')
+    cells, names = set(), set()
+    for row in records:
+        key = (row['cohort'], row['mode'], row['odor_index'], row['seed'])
+        require(re.fullmatch(r'[A-Za-z0-9_-]+', row['name']) and row['name'] not in names and key not in cells,
+                'Duplicate/unsafe case identity')
+        require(type(row['odor_index']) is int and type(row['seed']) is int, 'Noninteger odor/seed')
+        cells.add(key); names.add(row['name'])
+    expected = {(cohort, mode, oi, seed) for cohort in COHORTS for mode in design['modes']
+                for oi in range(6) for seed in design['seeds']}
+    require(cells == expected, 'Missing or substituted validation cell')
+    return controls, records
+
+
+def cohort_rows(records, cfg, cohort):
+    require(cohort in COHORTS, 'Unknown validation cohort')
+    design = cfg['validation']
+    return sorted((row for row in records if row['cohort'] == cohort),
+        key=lambda row: (design['modes'].index(row['mode']), row['odor_index'], design['seeds'].index(row['seed'])))
+
+
+def probe_rows(records, cfg, cohort):
+    rows = [row for row in cohort_rows(records, cfg, cohort)
+            if row['odor_index'] == 0 and row['seed'] == cfg['validation']['seeds'][0]]
+    require(len(rows) == 2 and [row['mode'] for row in rows] == cfg['validation']['modes'], 'Fixed probe selection changed')
+    return rows
+
+
+def ensure_unstopped(exp):
+    markers = sorted((Path(exp) / 'audit').glob('stopped-*.json'))
+    require(not markers, 'A prior stop marker forbids all new scientific actions: ' + ', '.join(path.name for path in markers))
+
+
+def guarded_action(exp, backend, group, name, repeat, action):
+    """Persist failure after invoking an authorized scientific action, even standalone.
+
+    The caller performs input authorization and external idle preflight first.
+    A failure here is an execution/audit failure, not evidence of instability.
+    """
+    require(backend in ('gpu', 'oracle', 'component') and group in GROUPS and
+            isinstance(name, str) and re.fullmatch(r'[A-Za-z0-9_-]+', name) and
+            type(repeat) is int and repeat in (0, 1), 'Invalid guarded action identity')
+    ensure_unstopped(exp)
+    try:
+        return action()
+    except Exception as error:
+        save(Path(exp) / 'audit' / f'stopped-case-{backend}-{group}-{name}-r{repeat}.json', {
+            'stage': 'case', 'backend': backend, 'group': group, 'case': name, 'repeat': repeat,
+            'type': type(error).__name__, 'message': str(error), 'traceback': traceback.format_exc(),
+            'stop_kind': 'execution_or_numerical_failure', 'scientific_action_invoked': True,
+            'numerical_instability_inferred_from_execution_error': False,
+            'later_stages_not_permitted': True, 'partial_outputs_preserved': True,
+            'parameters_changed': False, 'replacement_seeds_or_odors_selected': False})
+        raise
+
+
+def validate_summary_coverage(summary, exp, cfg, cohort, *, representation=False):
+    """Bind the unlock to this cohort's exact 60 base / 12 repeat / 72 timing cells."""
+    _, records = inventories(exp, cfg)
+    rows = cohort_rows(records, cfg, cohort)
+    expected = {row['name'] for row in rows}
+    repeated = {row['name'] for row in rows if row['seed'] == cfg['validation']['seeds'][0]}
+    timing = {(name, 0) for name in expected} | {(name, 1) for name in repeated}
+    require(summary.get('cohort') == cohort and summary.get('phase') == '4AK' and
+            summary.get('apl_delay_steps') == 18 and summary.get('seeds') == cfg['validation']['seeds'] and
+            summary.get('duration_ms') == 100.0, 'Validation summary identity/window differs')
+    require(summary.get('expected_base_trials') == summary.get('valid_base_trials') == 60 and
+            summary.get('expected_repeats') == summary.get('checked_repeats') == 12 and
+            summary.get('checked_timing_trials') == 72, 'Incomplete validation coverage')
+    base_rows, repeat_rows, timing_rows = (summary.get(key, []) for key in ('runs', 'repeats', 'timing_checks'))
+    require(len(base_rows) == 60 and {row['case'] for row in base_rows} == expected and
+            all(row.get('cohort') == cohort and row.get('validation_cohort') == cohort for row in base_rows),
+            'Base-trial identities differ from the fixed cohort inventory')
+    require(len(repeat_rows) == 12 and {row['case'] for row in repeat_rows} == repeated and
+            all(row.get('pass_all') is True for row in repeat_rows), 'Exact-repeat identities/coverage failed')
+    require(len(timing_rows) == 72 and {(row['case'], row['repeat']) for row in timing_rows} == timing and
+            all(type(row['repeat']) is int and row.get('pass_all') is True and row.get('apl_delay_steps') == 18
+                and row.get('steps') == 1000 for row in timing_rows), 'Timing identities/coverage failed')
+    proof = summary.get('input_output_provenance', [])
+    require(len(proof) == 72 and {(row['case'], row['repeat']) for row in proof} == timing,
+            'Per-run evidence provenance does not cover exactly the registered cells')
+    require(summary.get('prerequisite_input_sha256', {}).get('validation_inventory') ==
+            digest(Path(exp) / 'protocol/validation-cases.json'), 'Summary was derived from a different validation inventory')
+    require(summary.get('execution_gate_pass') is True and summary.get('numerical_integrity_pass') is True and
+            summary.get('exact_repeat_pass') is True, 'Validation execution/numerical/repeat gate failed')
+    require(set(summary.get('modes', {})) == set(cfg['validation']['modes']), 'Incomplete mode summaries')
+    if representation:
+        require(summary.get('representation_gate_pass') is True and summary.get('pass_all') is True and
+                all(summary['modes'][mode].get('gate') is True for mode in cfg['validation']['modes']),
+                'Seed representation summary does not authorize novel dynamics')
+
+
+def gate_pass(exp, stage, *, representation=False, cfg=None):
+    report = read(Path(exp) / 'audit' / (stage + '-gate.json'))
+    require(report.get('stage') == stage and report.get('pass_all') is True, 'Required execution gate failed: ' + stage)
+    if representation:
+        require(stage == 'seed-validation', 'Only the complete seed block unlocks novel trajectories')
+        require(report.get('execution_gate_pass') is True and report.get('representation_gate_pass') is True,
+                'Complete seed representation/execution gate required before novel dynamics')
+        if cfg is None:
+            from context import CFG
+            cfg = CFG
+        path = Path(exp) / 'validation/seed_validation/summary.json'
+        require(report.get('cohort') == 'seed_validation' and
+                report.get('summary') == 'validation/seed_validation/summary.json' and
+                report.get('summary_sha256') == digest(path), 'Seed gate is not bound to this exact summary')
+        require(report.get('validation_inventory_sha256') == digest(Path(exp) / 'protocol/validation-cases.json'),
+                'Seed gate inventory digest differs')
+        validate_summary_coverage(read(path), exp, cfg, 'seed_validation', representation=True)
+    return report
+
+
+def authorize_case(exp, cfg, group, name, backend, repeat):
+    ensure_unstopped(exp)
+    require(group in GROUPS and backend in ('gpu', 'oracle', 'component') and type(repeat) is int and repeat in (0, 1),
+            'Invalid runtime action')
+    controls, records = inventories(exp, cfg)
+    rows = controls if group == 'controls' else cohort_rows(records, cfg, group)
+    selected = [row for row in rows if row['name'] == name]
+    require(len(selected) == 1, 'Case not in the registered group inventory')
+    row = selected[0]
+    if group == 'controls':
+        require(repeat == 0 and backend in ('gpu', 'component'), 'Controls are single fresh GPU identity runs')
+    else:
+        gate_pass(exp, 'controls')
+        if group == 'novel_to_aj':
+            gate_pass(exp, 'seed-validation', representation=True, cfg=cfg)
+        probes = {item['name'] for item in probe_rows(records, cfg, group)}
+        probe_stage = 'seed-probes' if group == 'seed_validation' else 'novel-probes'
+        if name not in probes or repeat:
+            gate_pass(exp, probe_stage)
+        if backend in ('oracle', 'component'):
+            require(name in probes and repeat == 0, 'Oracle/component scope is the two fixed probes per cohort')
+        if repeat:
+            require(backend == 'gpu' and row['seed'] == cfg['validation']['seeds'][0], 'Only declared first-seed repeats')
+    return row
diff --git a/models/male-cns-lif/apl-timing-validation-v1/seed-audit.json b/models/male-cns-lif/apl-timing-validation-v1/seed-audit.json
new file mode 100644
index 0000000..84be1ca
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/seed-audit.json
@@ -0,0 +1,9314 @@
+{
+  "schema": "phase4ak-static-seed-audit-v1",
+  "proposed_seeds": [
+    1073741825,
+    1073741826,
+    1073741827,
+    1073741828,
+    1073741829
+  ],
+  "collision_found": false,
+  "selection_policy": "Before any Phase4AK brain trajectory: reserve the declared historical configured/derived namespaces, then use the first five positive integers strictly above 2^30. This fixed arithmetic choice does not use activity, separability, performance, or any held-out result.",
+  "coverage_limitations": [
+    "Unlisted server-only files, ad-hoc CLI overrides, shell histories, other Git revisions/branches, unpublished scripts, external author-package random state and other users' runs were not read.",
+    "No complete historical executed-input registry was available within this local allowed scope; configured possibility is not an assertion that a run happened.",
+    "Source constants can be encoded or supplied through aliases/callers. Lexical scanning plus named call-site review is not a full static data-flow proof; arbitrary reset(seed),sample(seed),manual_seed(seed) interfaces remain externally parameterized.",
+    "No old held-out dynamics, kc-representation, eligible-edges, plasticity-magnitude, conditioning products or mixed outcome reports were opened. Plan/source references to such paths were read as static text only.",
+    "Only AG/AJ CAL static inventories were inspected, not all historical inventories. Old later-six odors are not project-history-naive; they are unused for AG/AJ calibration.",
+    "New integer seeds do not mathematically prove independent pseudorandom streams. Shared seeds across odors, modes and two blocks deliberately support paired comparisons and are not biological replicates.",
+    "Local SHA inventories identify local snapshots. Only the explicit AG input pins above were cross-checked here; complete remote frozen-integrity verification remains the parent runner's task.",
+    "New Phase4AK source/config written concurrently by the parent is excluded from historical-use scanning to avoid self-collision. These two audit artifacts require parent preregistration before use."
+  ],
+  "inspected_files": [
+    {
+      "local_path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "bytes": 13441,
+      "remote_path": "experiments/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact experiment/protocol copy path; parent must verify remote SHA before use."
+    },
+    {
+      "local_path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+      "sha256": "792369753fb62de790f529027a1daf16bae947b485e42597905e8f12dd82c153",
+      "bytes": 483,
+      "remote_path": "experiments/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact experiment/protocol copy path; parent must verify remote SHA before use."
+    },
+    {
+      "local_path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/preregistered.json",
+      "sha256": "b9e2a698072a248b4421819683ff66c62ad7398d214210f7fb6fa17fe17d1406",
+      "bytes": 7628,
+      "remote_path": "experiments/phase4ag-author-apl-r2/protocol/preregistered.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact experiment/protocol copy path; parent must verify remote SHA before use."
+    },
+    {
+      "local_path": "23-ai-gpu/reports/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "bytes": 13441,
+      "remote_path": "experiments/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact experiment/protocol copy path; parent must verify remote SHA before use."
+    },
+    {
+      "local_path": "23-ai-gpu/reports/phase4aj-apl-timing/protocol/preregistered.json",
+      "sha256": "4c7eedef5990ba2a3f9ac1b78bc59ee4133b6cdb7526b896a652937b2f4c1fb7",
+      "bytes": 8079,
+      "remote_path": "experiments/phase4aj-apl-timing/protocol/preregistered.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact experiment/protocol copy path; parent must verify remote SHA before use."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-pn-scope-audit-v1/audit.py",
+      "sha256": "4ef071ba88f4e1cd78f068be58414dd7f4099dfac69c68266c4f46e175eab9fb",
+      "bytes": 18939,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-pn-scope-audit-v1/audit.yaml",
+      "sha256": "e0171bbd7dc7e693268eac00152e560e841f885c7d524c74d51fda7f7fbadbbf",
+      "bytes": 906,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-pn-scope-audit-v1/test_audit.py",
+      "sha256": "cb67bab972195090d5c4188169982abdc960479b8031477f1f39ac445814e88f",
+      "bytes": 1520,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/al_origin_audit.py",
+      "sha256": "7201871477a29ede31c7d6c6bf1c92700da3db5505e67ccfa7cb43126b8464b9",
+      "bytes": 33399,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/al_origin_audit.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/calibration.py",
+      "sha256": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d",
+      "bytes": 22786,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/calibration.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/compare_timing.py",
+      "sha256": "9010f070fba9b7c9cf2d86187ee2abc57f3ac606ebc08a42baad4f3922b51734",
+      "bytes": 41221,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/compare_timing.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/config.json",
+      "sha256": "0b720e23aa7988b2b443e14951082b1ce9b061a183b7f858c0e0f3c0fc6fb25e",
+      "bytes": 2149,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/config.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/context.py",
+      "sha256": "06d4994af3729d653263391ff3a3604f7c919e78562604e5c86acfa292d60ba0",
+      "bytes": 3436,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/context.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/finalize.py",
+      "sha256": "0a2dbf9e5f889e9dd3491d036e6f92c17417a84482c5e1e49134c0993f7d68f2",
+      "bytes": 11254,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/finalize.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/gpu_timing.py",
+      "sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+      "bytes": 27083,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/oracle_timing.py",
+      "sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be",
+      "bytes": 55279,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/prepare.py",
+      "sha256": "bba71bcd52dcb78d9ae0fa93a8a43173a4669ecef038dce18ce7d82edd9bce50",
+      "bytes": 5970,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/prepare.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/run_case.py",
+      "sha256": "d93e4fe2df542ce5a0f0adb5aceada583dc8c921f0159f426e50428d79d67a1d",
+      "bytes": 2855,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/run_case.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/run_suite.py",
+      "sha256": "6f26c626acf9ef8e6fae7902af0cbf0bd176eb322529ca8aa203a9700716c889",
+      "bytes": 6161,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/run_suite.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/shift_audit.py",
+      "sha256": "46f380dac340acc91f226968bb493475a31777f8290fb20f9145a97c9009d845",
+      "bytes": 2114,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/shift_audit.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/test_al_origin_audit.py",
+      "sha256": "4b75a39d36090b0a66cc7ad4b370ac785713fb58c366df2efcc55152d612fc2b",
+      "bytes": 9998,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/test_al_origin_audit.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/test_calibration.py",
+      "sha256": "307a2848bf6d05aaa8105bb3558be2a74425894f96a4a2bd20af8b82cb8b6e25",
+      "bytes": 14734,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/test_calibration.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/test_protocol.py",
+      "sha256": "cbae93c993ac9aa99bcce68ae2131c7f938f8a63e89779f8d3d79e36bf268dee",
+      "bytes": 10402,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/test_protocol.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/tests/__init__.py",
+      "sha256": "bfc0d9e17410c2c52ea1d9a5259c92964f16b118dbae8cecad258697b67e4bdc",
+      "bytes": 76,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/tests/__init__.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/tests/test_compare_timing.py",
+      "sha256": "71876b36eef88c198aa8e833af547dbe772001c71b010707b656c165c8b54031",
+      "bytes": 9226,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/tests/test_compare_timing.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/tests/test_timing_queue.py",
+      "sha256": "4a375444dc732c3538df8aa4b81e43b5418754fcebebb0d02c16faad03d43195",
+      "bytes": 5825,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/tests/test_timing_queue.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/timing_queue.py",
+      "sha256": "54df6d4818e2a0c26e96fb0aaf5d9b71cd964981706da937562d48af79aca14e",
+      "bytes": 4443,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/timing_queue.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/apl-timing-lab-v1/verify_frozen.py",
+      "sha256": "97d8a240b08baaca935f9c0278978883005dcd6fdbb4ca0d948074ef79fd349c",
+      "bytes": 2725,
+      "remote_path": "models/male-cns-lif/apl-timing-lab-v1/verify_frozen.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/calibration.py",
+      "sha256": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+      "bytes": 25414,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/compare.py",
+      "sha256": "6e1616b086f667fa4e4b5087f500f8080281977ca9922e7b055acfddd2003bd5",
+      "bytes": 33632,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/config.json",
+      "sha256": "2aa6b4d777ff698018e1a6eaf571215208b8c874a4c848a6d632e2bd778c90e3",
+      "bytes": 1845,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/context.py",
+      "sha256": "b8b1231d958a3ec935ec1d5a36e08cbd9bcd1127f4d4bb243a9051884a0e7a16",
+      "bytes": 2038,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/finalize.py",
+      "sha256": "b6e3c67e668a971b544df32d76435ab5e537061b9fc2e8d9dedb5d2a726f5782",
+      "bytes": 6747,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/gpu_apl.py",
+      "sha256": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "bytes": 21206,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/legacy_apl_worker.py",
+      "sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "bytes": 8158,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/oracle_apl.py",
+      "sha256": "9b7f3e0b59f2117b94b41a6f542f37e6f7950138d324c905e8e0ac6cb7d17151",
+      "bytes": 46017,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/prepare.py",
+      "sha256": "197ccc6aae70566c4db4d4de17fa032e853b9bd9a04262905d6c71e12a930b6f",
+      "bytes": 13633,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/run_case.py",
+      "sha256": "afbe6d5a37c29bda66d38c470093584130d1852e67881c681662aec3c76b33c7",
+      "bytes": 2116,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/run_suite.py",
+      "sha256": "84c681030b0032119b5392d0c3f3c136a9c6b0d133eb548c40791a10bbbb8b63",
+      "bytes": 3700,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/test_calibration.py",
+      "sha256": "bab3136eecbc5bb09a985d715844ee845cb72b07930ce376bfb39be33bd1845a",
+      "bytes": 8127,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/test_protocol.py",
+      "sha256": "1a233f47943e01bbd845ac1dacdb1eec3f88c270c65a5f75bce1cf679b5de097",
+      "bytes": 11764,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/validate_components.py",
+      "sha256": "5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3",
+      "bytes": 24824,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v1/verify_frozen.py",
+      "sha256": "0d0e72b2f1348f6648124c8c34f75094f76fc5e1a281fbcca130a5fad2f35293",
+      "bytes": 2160,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/calibration.py",
+      "sha256": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+      "bytes": 25414,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/calibration.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/compare.py",
+      "sha256": "6e1616b086f667fa4e4b5087f500f8080281977ca9922e7b055acfddd2003bd5",
+      "bytes": 33632,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/compare.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/config.json",
+      "sha256": "a8bafb9deec49d918976f2836d977ef9f13c26a6fb7f70e015879e29cf986c9a",
+      "bytes": 1994,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/config.json",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/context.py",
+      "sha256": "274eb13ccf38dbbc5c7f14d9d642130eb0f69072d91a090f208c30c27f87dd2b",
+      "bytes": 2134,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/context.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/finalize.py",
+      "sha256": "b6e3c67e668a971b544df32d76435ab5e537061b9fc2e8d9dedb5d2a726f5782",
+      "bytes": 6747,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/finalize.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/gpu_apl.py",
+      "sha256": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "bytes": 21206,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/gpu_apl.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/legacy_apl_worker.py",
+      "sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "bytes": 8158,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/oracle_apl.py",
+      "sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+      "bytes": 46236,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/prepare.py",
+      "sha256": "e9328567753e144fc315491970f7e02af13725b93f35e4d4b97f7c4c48ce3338",
+      "bytes": 15297,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/prepare.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/run_case.py",
+      "sha256": "afbe6d5a37c29bda66d38c470093584130d1852e67881c681662aec3c76b33c7",
+      "bytes": 2116,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/run_case.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/run_suite.py",
+      "sha256": "84c681030b0032119b5392d0c3f3c136a9c6b0d133eb548c40791a10bbbb8b63",
+      "bytes": 3700,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/run_suite.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/test_calibration.py",
+      "sha256": "bab3136eecbc5bb09a985d715844ee845cb72b07930ce376bfb39be33bd1845a",
+      "bytes": 8127,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/test_calibration.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/test_protocol.py",
+      "sha256": "1a233f47943e01bbd845ac1dacdb1eec3f88c270c65a5f75bce1cf679b5de097",
+      "bytes": 11764,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/test_protocol.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/test_python_entry.py",
+      "sha256": "0ed665f686e3499f8543e48f1712ccb4523946971cb7a0e096cf4f6d10d3bcba",
+      "bytes": 1760,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/test_python_entry.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/validate_components.py",
+      "sha256": "5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3",
+      "bytes": 24824,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/validate_components.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-apl-lab-v2/verify_frozen.py",
+      "sha256": "0d0e72b2f1348f6648124c8c34f75094f76fc5e1a281fbcca130a5fad2f35293",
+      "bytes": 2160,
+      "remote_path": "models/male-cns-lif/author-apl-lab-v2/verify_frozen.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact matching relative source name and SHA in that model's preregistered sources."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/compare_trial.py",
+      "sha256": "2c81cb37598cce2ae0688046fd944bec34ea57824944379bfbf7e778283ab4ad",
+      "bytes": 5322,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/config.json",
+      "sha256": "9acd8177d94daf92df3435d2df7c854a0b86e8dee65d42f3ec25d084c9fba8f0",
+      "bytes": 1183,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/context.py",
+      "sha256": "fe221d4470f14a094bc2b02b9763d542c091a2a069c951c5f833a0639c39659b",
+      "bytes": 2171,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/finalize.py",
+      "sha256": "81885c07c053444cb0b03634b4ddc09b12bef2f237828db2dcf203653ac4b704",
+      "bytes": 4373,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/gpu_full.py",
+      "sha256": "895ee595d63ee8650b6aad662f831117af78cb6216437c001c8c7ba69a7b92e7",
+      "bytes": 23311,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/oracle_full.py",
+      "sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+      "bytes": 32146,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/prepare.py",
+      "sha256": "780f26c3c829135a6f67ff03007925649ef777dc15010334830ff1f7fa109519",
+      "bytes": 5259,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/run_trial.py",
+      "sha256": "afb8a0e8513726bd1340db56c2cff8f3615fedd0857dc611420d29e1b858c2c3",
+      "bytes": 2027,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/test_protocol.py",
+      "sha256": "d4bc6905ea6ce4ea04aeeabfc2f99bc111114fdfd0bc54169a40edf4f95c6033",
+      "bytes": 2019,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-fullgraph-lab-v1/verify_frozen.py",
+      "sha256": "a2a19b52c41c8c752692ff524d6f21016c6f2789c5fcabac9c78c8cadd59826e",
+      "bytes": 2151,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/config.json",
+      "sha256": "356b6161576f6f6d79745af1927bb43b12a7c3d50922bf9e1bd29e473fcf2106",
+      "bytes": 805,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/context.py",
+      "sha256": "9eea9a592241cab7f4303850e969def7887eee3f4ec18421103605cafd258cf8",
+      "bytes": 1707,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/finalize.py",
+      "sha256": "cb75d512ddf9a5ff344f3ac82eefb112406593bf7b414dfac79d7c5d730371ee",
+      "bytes": 3814,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/gpu_backend.py",
+      "sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "bytes": 16277,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/oracle_stress.py",
+      "sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+      "bytes": 29235,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/prepare.py",
+      "sha256": "2519eaa2c50b2d91fd0c4f623aeabd6f5d212c5b537951d0a66bc81c569db78c",
+      "bytes": 8828,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/run_suite.py",
+      "sha256": "92733a48921f95c3c0935bf16a704634b89b6540352f31cc1169ec6d3211b57a",
+      "bytes": 5318,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-runtime-lab-v1/verify_frozen.py",
+      "sha256": "720d04b379b6f1f64cae28a2203444a6d4c4e72ecb121cc69e93c2740fae69ab",
+      "bytes": 2157,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/config.json",
+      "sha256": "a69e8da5332d8031cbe1663abff25e61ee04e75f5490e8fa44c48690d3d0e219",
+      "bytes": 1332,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/context.py",
+      "sha256": "561d405ee4a2d3bbc6982c89191523f348d6fae0630dea9cb67ddf03acc6fc7b",
+      "bytes": 1057,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/finalize.py",
+      "sha256": "97a393b95d100dc5d95b624e4cd0d15511307b8c70e0ebd788b773c143ebfed6",
+      "bytes": 25910,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/interface_audit.py",
+      "sha256": "1e2b31545f1206fe1c1f4084b4a9ac0f21c74990c52e8fd156e809725fc5fb95",
+      "bytes": 8415,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/math_lab.py",
+      "sha256": "9663da41d5f623e1d7750e3cad3df880148079968f115bf583b58799fc5fb31f",
+      "bytes": 4533,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/oracle_runner.py",
+      "sha256": "2f4b073261965cf18a94697caf725c40b2e8db790c2871862201337f40c399e5",
+      "bytes": 18548,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/prepare.py",
+      "sha256": "49caa9553938f06539ecf282868491f8e1319d8f24220f89ac9e232db2d82e51",
+      "bytes": 3453,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/run_lab.py",
+      "sha256": "8746e1971c5a40a738e10f8f574a243c29cefa5a8b9f61a2846557ceffd1289a",
+      "bytes": 10795,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/author-semantics-lab-v1/verify_frozen.py",
+      "sha256": "fe37a48ce804e6c50f93404bfd3c23a7e54cd49061bbdfb4860315879648c73b",
+      "bytes": 2613,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/accounting.py",
+      "sha256": "c4703d36587bd40a2a231d5098b8d9991407ba80f6f2b488ffad068c7a74fde6",
+      "bytes": 12819,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/context.py",
+      "sha256": "c7eb06a19d9f1f28ecf71c5596d10aa11bb405d09b1167546da347eb58d8da9a",
+      "bytes": 2757,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/finalize.py",
+      "sha256": "ce0d0bfa2679c18573acab673b28d167ed300ff7669486c2e93fdc1a6097fc05",
+      "bytes": 10619,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/populations.py",
+      "sha256": "8504b38219bac952b07a67e7dc37a520f0a68238cb0b0dd56f4b4b7948c5233b",
+      "bytes": 9356,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/prepare.py",
+      "sha256": "fecf8324b5fca4b65d8f24f3ed80d20bdb1fc5654294958f34d58dd36625c59b",
+      "bytes": 5160,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/replay_core.py",
+      "sha256": "aa3187cb23712c09ab603e27e60424294db92de8086d60a95cf7a629d0521fdc",
+      "bytes": 14287,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/run_audit.py",
+      "sha256": "724c4f25341dc0883951ef5abdf9fc7dc72fba146a000b9cf9bca759e9c7623a",
+      "bytes": 12406,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/test_accounting.py",
+      "sha256": "a10f67c42162f8b07f0d760108d5ebf575f6dddc588752acc4499b43bac3ec94",
+      "bytes": 13018,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/test_populations.py",
+      "sha256": "65285a6679e140f9f7cc16cb806e7bddf0f0d288c6a7d3fa2879a7cd745dacc1",
+      "bytes": 5472,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/kc-drive-audit-v1/test_replay_core.py",
+      "sha256": "17b94e6c549e60c5adb9eebf0a5dc0679a95670265b3a332a49a2e6610a976c2",
+      "bytes": 12276,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/audit_semantics.py",
+      "sha256": "f20724387ca7ed63b9e35fb9ce3d2964da44f85318856b7403b5536a442422b8",
+      "bytes": 18769,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/brian2-evidence.json",
+      "sha256": "bebd4dfa2dda1aca601a52b24e3eabdd887ce261c3548e377198ab154d81f16e",
+      "bytes": 1963,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/config.yaml",
+      "sha256": "433151183a4755f5fdfec33f6a9404aa5fb186ec45866ebb58be4ba3e4ebb568",
+      "bytes": 1464,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/math_reference.py",
+      "sha256": "5166366251f99359b1301f514f5d9ae5f0f041fd3a3f98902386192117f01aea",
+      "bytes": 3768,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/report.py",
+      "sha256": "76a21eca32ff8caba88ab84616e226e687dd0d2df5da62816c81b5ba08297394",
+      "bytes": 5237,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/lif-semantics-audit-v1/test_math.py",
+      "sha256": "9ee96ed78bfa692b12f0db6862087a19dc351c4afd9bb94cf02733ec6a002f01",
+      "bytes": 2902,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/baseline.yaml",
+      "sha256": "3bfa07b2fa1378d9f3c8d38ac323b2897871c37a7f686d3a19e25a81b5a06e83",
+      "bytes": 2713,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/brain_runtime.py",
+      "sha256": "1c4e3e6f06708bfec30b24e92297f320b2b8b87ebbbe6da501f5f2db4f74762a",
+      "bytes": 23822,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/frozen_interface.py",
+      "sha256": "4e4142cd5e866cfdbc9d56ffdff5eac9081a79e00c1658611f326447013b8fdb",
+      "bytes": 1229,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/odor_coverage_diagnostics.py",
+      "sha256": "309ccee0bae28539e4d3ba0ebee6ebdfddfbe64e48c40347a594888de06a1306",
+      "bytes": 3126,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4a.py",
+      "sha256": "34d8568cb36e109f3c5a052d45ba5ca20a7c481ff3037d9af6fe987c833043ae",
+      "bytes": 30726,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4b.py",
+      "sha256": "693468685a7ff3db1d09a088e0bbdaa78c595d64086b27e9cc18abceb4c7d174",
+      "bytes": 64615,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4b.yaml",
+      "sha256": "3c8651a903302845020917e8c7fee5caa39b6d2bef167a8a448c1a7560689414",
+      "bytes": 2949,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4c.py",
+      "sha256": "5ec83a132deb8ba20e62dab485537c2414016fe2fece546198d61c0668d75b6b",
+      "bytes": 43906,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4c.yaml",
+      "sha256": "0734ffb3a99231b40db2052dea0f2d21efd5dad8d11d17d4731b952811ba5071",
+      "bytes": 3143,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4d.py",
+      "sha256": "9ed8e4246252bdfc590c88e2993b7e105f278c6c4943e1c688f387c1cf54aeb7",
+      "bytes": 34442,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4d.yaml",
+      "sha256": "e94301362e630e59fa248f883ae09d369dce720bce970d0d2f47ef6a6ed36a2a",
+      "bytes": 3175,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4e.py",
+      "sha256": "a56fead8424e4e79be370dade0a86fec10438348968819481960b0b693411f73",
+      "bytes": 43339,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4e.yaml",
+      "sha256": "708b6bb75b82a967f8c1e65cce646f080a79f7b6048ca72e61de1dc184d9923a",
+      "bytes": 4590,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4f_extract_retinotopy.py",
+      "sha256": "6df36ecf4b6aa5565c1f3c10345fe997a2c3eefe88e42e0b194be272ce83e233",
+      "bytes": 3795,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4f.py",
+      "sha256": "5524ac0565b9e2a2f96d7a062109c27fe64365fcaaef44ee7b7ded7d3318fe50",
+      "bytes": 37799,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4f.yaml",
+      "sha256": "52393d2c9ad019ceb61de9168dc809ec52aec72b3c66f1b9708d22c0808f678d",
+      "bytes": 4359,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4g.py",
+      "sha256": "c82ff049336a4815690d4060f001c77266fe70d9e62ec6a940741d9fa9721e4f",
+      "bytes": 40435,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4g.yaml",
+      "sha256": "678798511cc14181d22a2085dedb412b44a96a966398678c12c27a8c561be042",
+      "bytes": 4795,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4h_audit.py",
+      "sha256": "83128ea0a7276a06c6ce57e4c533d076cf442e28e3b0834e38c4537cc87e1136",
+      "bytes": 20538,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4h_reinforcement_provenance.json",
+      "sha256": "2f1884bc5ab6b1faec8fb2d4d4930d75ee8928dc7bee8d8c15b5f317b5512809",
+      "bytes": 1834,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4h.py",
+      "sha256": "4c310b059ec954e7bc21d71482f1cb6a62b0d979ab25ab4a50d6a4689a5b9524",
+      "bytes": 29381,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4h.yaml",
+      "sha256": "5cd3aa12e0aa249004911c7396cab0c80b256b21f8ad21969fea897db7ba2793",
+      "bytes": 4912,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4i_final_report.json",
+      "sha256": "f4459da6112806eeb718f0d5dc58018f124026d6f37945871e5a19856cde34a6",
+      "bytes": 3611,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4i.py",
+      "sha256": "f5a45ba4b41553495ea50e09ae4522f97f78ffb62b7fa690d8eb6e3ed06bd555",
+      "bytes": 46530,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4i.yaml",
+      "sha256": "2a100919bb860ec4ebd60690b7410763022d66ddd59762b467e77362f1f45b0b",
+      "bytes": 3820,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4j.py",
+      "sha256": "abb4574da85f00bd9ef61024c65993ef81d42651ff8d8d63c15dd69c6222471e",
+      "bytes": 42071,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4j.yaml",
+      "sha256": "b35e4332a91b8489f69348cedf5ac675e9c3902c7e8c7beec5d053773c6529a3",
+      "bytes": 4902,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4k.py",
+      "sha256": "6ca7dd7b3fec7f970f8a43ac8286dd0f05b2674ac3996b9b20583b636719abe7",
+      "bytes": 49126,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4k.yaml",
+      "sha256": "3721440cba03036552c358c1a9d3320637e5914da901f74e86189aa297192fd1",
+      "bytes": 3690,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4l_finalize.py",
+      "sha256": "11c63994399d09305648d01d3543a4a4c4f11d62fa85f79e9e4385a040f8de07",
+      "bytes": 3696,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4l.py",
+      "sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+      "bytes": 45747,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4l.yaml",
+      "sha256": "9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e",
+      "bytes": 5653,
+      "remote_path": "models/male-cns-lif/olfactory-grounding-v1/phase4l.yaml",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact AG-r2 preregistered input path and SHA matched."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m_finalize.py",
+      "sha256": "58a2fd9bfc89725c741201f43ef06cf34840f78734190faad193ae8cee89c6ab",
+      "bytes": 5545,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m_formal.py",
+      "sha256": "4d1bb00da460231fee7bd986e202217aa065ba46f78500a7e6e63b87329d88a0",
+      "bytes": 17678,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m_literature_audit.json",
+      "sha256": "820ef25d0dff122a3cad1a763074ff5e6f74a5a7e08fb00620454ab4164f3fc4",
+      "bytes": 6464,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m_performance.py",
+      "sha256": "7fab670032732d36823499c135a725f5ab7c8aa8305be780ee51f7eb0b8dfd57",
+      "bytes": 5487,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m.py",
+      "sha256": "3d1b64861559c9c04e08153b4056d968ab556637916d388170b36fc6348fa822",
+      "bytes": 35313,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4m.yaml",
+      "sha256": "52c364d2ada03ba0c3b06220e91641c74ee79486c35d8c283237f02a98a2e471",
+      "bytes": 2339,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_alldan.py",
+      "sha256": "df12477905d7da70e0e337a8d4408cc247135e7876ac7b197e1997f2c4611a54",
+      "bytes": 6158,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_control_whole.py",
+      "sha256": "560ebffba3e8c3457827a0a682476d125a2bbef81958f5b621d32c1203aada1e",
+      "bytes": 3237,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_controls.py",
+      "sha256": "229e48aa63a725e65202dfbabec58d9a092822482c6d0b461ab5a72ee323a901",
+      "bytes": 7198,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_events.py",
+      "sha256": "1fd10326d9e9e4dd6e78b71a6a7c784058c51119a3a5523d4fe50550cd23bbda",
+      "bytes": 17592,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_finalize.py",
+      "sha256": "2ed9b2a7282f0319238646d2c9be0533650a0146292c2de8201af27bb9cb2e5c",
+      "bytes": 20496,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_finish.py",
+      "sha256": "690d33c18d6438d11050ba1fdee9a8015c6bc25b7c85f78cb56f4d06820e35a7",
+      "bytes": 16993,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_paths.py",
+      "sha256": "41554ae9b712b1710a3e8559e86e01e2aa5d95ca0f88fcaf93a4a5baa8dc3877",
+      "bytes": 6839,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n_preflight.py",
+      "sha256": "aa339208407f4dd00282201ce362ea06fa042f3115e57483670196c6b3c3d642",
+      "bytes": 757,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n.py",
+      "sha256": "dbbb49447aecbc862d3f54bba9de41f6b8ab90a6afb1ef43a686149fce832d13",
+      "bytes": 13925,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4n.yaml",
+      "sha256": "6e1b85fc923c7c969df0a7002557256cb719106f8a028c2c506c5ccfe0edd2b2",
+      "bytes": 1712,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_a.py",
+      "sha256": "1048a073de399052bd525faf010858fa83f075a7c747b3fe5dcf8e4fc9ce3b87",
+      "bytes": 11747,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_atomic.py",
+      "sha256": "b481d91ac3a72d360c4dbb5378b975e430f0d1027fad94de5e2a041f9849c714",
+      "bytes": 4736,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_eligibility.py",
+      "sha256": "4fb7c97c8832c3ef51fe7613083dd6eab627bcde419254696c19a07632deb878",
+      "bytes": 7748,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_event_replay.py",
+      "sha256": "b169937bab495c77d8ee6c1013877e7500e7354140d9fcc90595d984238ba44e",
+      "bytes": 7916,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_finalize.py",
+      "sha256": "db6318467fb1ecef4003077ec1db8eac299c0c56944f463f96418ab41135c08f",
+      "bytes": 11065,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_modes.py",
+      "sha256": "8980ff1581c81d99752515349ee7be747a6f954a94ab56492b400a5324f1b6a2",
+      "bytes": 6133,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o_targeted.py",
+      "sha256": "cfd6cc4dd0f2c0d58b5eb2634fb4e6bd530eec5037c4c8462f6ef7a885301200",
+      "bytes": 4268,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4o.yaml",
+      "sha256": "8b380f0597dd3f2d656e9e773a581855f75d940bcc0dad9e84abb6b02173aa16",
+      "bytes": 1253,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p_benchmark.py",
+      "sha256": "8d8bad3db949da876c5a7fe9f20845a10c4128523da69bcb4b5c3fab69c15e7a",
+      "bytes": 4284,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p_finalize.py",
+      "sha256": "b627fb0934bca8f04ec7c595a7b5e6690a2af62a44bc00ff2972f9f764671cd4",
+      "bytes": 6047,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p_revalidate.py",
+      "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+      "bytes": 31558,
+      "remote_path": "models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+      "remote_path_base": "/data/digital-drosophila",
+      "mapping_evidence": "Exact AG-r2 preregistered input path and SHA matched."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p_validate.py",
+      "sha256": "ce06aa5cb6439450440a91603af1c0d187b20dc11abda6528ea0dfc6b71569b5",
+      "bytes": 30605,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p.py",
+      "sha256": "c8a13dbdd58dd222f73c1224de448e54bdf90c3f533163427a2bb25446a03999",
+      "bytes": 10909,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4p.yaml",
+      "sha256": "6d0189f4ec570cb3352d15ed8d195d1ccb32ee1d29c33dc1e4f00d377b74787e",
+      "bytes": 2525,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4q_seal.py",
+      "sha256": "d2bb488498663c367ac1620c238e4fe83573358ce3bdc132718fd85510cc6da2",
+      "bytes": 740,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4q.py",
+      "sha256": "2cd10fb215d7ed624f4a4323453d20c4327bea490fa52eb3afc5d7fa0176a6e5",
+      "bytes": 38764,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4q.yaml",
+      "sha256": "2cf3f799a5c1d24c20ed7aa1ff920daffa792b189002d0d7dcee1e51a4d49bd7",
+      "bytes": 2607,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4r_plot.py",
+      "sha256": "48f954a001b3cd7cdd3573bf816bf8baba94e154420e3847cec520ca4d406c5b",
+      "bytes": 918,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4r_report.py",
+      "sha256": "f2784afddd70c2da07e7bd35aa28ac49e64b404b82cac2b6f924244c473ce5cc",
+      "bytes": 5838,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4r.py",
+      "sha256": "f33b7d01ff3fe3858a1d995a7471740218be250910548fde11b87432a15a73f1",
+      "bytes": 25586,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4r.yaml",
+      "sha256": "3305f622f6d6422c4240979382ac93f951b9a65d331b07b616d0aee994a99c3f",
+      "bytes": 1391,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4s_report.py",
+      "sha256": "fabbc424dbff90e416ea877041ebfb4c92379e91c61b822190b73cbe2a0faf00",
+      "bytes": 5267,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4s.py",
+      "sha256": "59e4ee98a2a81321b1d1f9edd78035133ade8b73673b47a9c89f77bd39511769",
+      "bytes": 20731,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4s.yaml",
+      "sha256": "58fb71c556db31a0b087cbf6452d708d2cbf0a26900b3f40570fc525011f3752",
+      "bytes": 2809,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4t_audit.py",
+      "sha256": "7c8ab087dfcae9b0871d1f63a124937e15125c6d5d3540156ef5b7c5b4f34a02",
+      "bytes": 9078,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4t.py",
+      "sha256": "eebb61a1b97fb3de90746d23cc3037d1290a97d505ecff7fc784948e68dfa88e",
+      "bytes": 12119,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4t.yaml",
+      "sha256": "98a16acd2c7ff035134844b0aabd2b4b3b56ab732c91881b0f9b97bf88fc4a46",
+      "bytes": 2044,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4u.py",
+      "sha256": "c97b908f38619a52a291c63fe90056f69d966f4138f50a3489f54e6e0ff8683e",
+      "bytes": 16466,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4u.yaml",
+      "sha256": "66da0009e213681ae159fac35e69bb374f5789e8554579e4e7a5f67d97486c7a",
+      "bytes": 2242,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4v_analyze.py",
+      "sha256": "7151ae11391a3e6e9dd011cc7667cfc7dcccffc7e0943fd87d4603b1405f2a99",
+      "bytes": 6801,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4v.py",
+      "sha256": "9007a0b7b01760d05a0d29d01e8551452d8029dee507992f4f06b1aa74885e53",
+      "bytes": 16601,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4v.yaml",
+      "sha256": "f35a45efb55f7702eb85adedd4d6ac284735c39470f0cb8b515f501927a7539e",
+      "bytes": 1727,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4w_describe.py",
+      "sha256": "1c52ef6b47263f7b9edb9ffa7fa7096fbd5b1b8c3a4ca08298b91650942ccfea",
+      "bytes": 3881,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4w_transmitter_note.py",
+      "sha256": "c971e6dd91d6d497a602f420f9929afa7aa7de7ce21867e4e63caabbdca138f1",
+      "bytes": 5377,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4w.py",
+      "sha256": "2c0c2eaf793b7f89eb8b1f606bc3878f16f101325818c5e6fe2b690eefdfb9a8",
+      "bytes": 19253,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4w.yaml",
+      "sha256": "cc09961271f715c4e6cd6b05fd5d3a03e1ac33d00d58daed48790f0a4b358e5f",
+      "bytes": 1416,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4x.py",
+      "sha256": "89999433ca5ca81764cef921c0095a207639ac3f3b9845537d7dc819b52c1dac",
+      "bytes": 13510,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4x.yaml",
+      "sha256": "80760868590d3d27600f90283a11a3ba1d3762a9247693d3a582f184e763353d",
+      "bytes": 1225,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4y_describe.py",
+      "sha256": "c800c4f30767e8492853b311fb36f06f020b0aee73abcfb14561300cc9a87952",
+      "bytes": 9823,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4y.py",
+      "sha256": "636139eaeafa981a0c54c59a7c69e2b52b8493aa798448fa86ae6d2c6baba319",
+      "bytes": 13859,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4y.yaml",
+      "sha256": "52f586ad0b4a12dbeb918f9453f9861a8dfc209118333eae5f46d27b7bce6011",
+      "bytes": 2107,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4z_describe.py",
+      "sha256": "d2007b312b587cc105f13b3ef68c64fb145e7b30a6addfe789a0558c365a0b36",
+      "bytes": 15121,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4z.py",
+      "sha256": "0a9136c5543531ae5ce76eeef9a512f09b94ed2b96f8b14d2e8f7e6782b7e40d",
+      "bytes": 22251,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/phase4z.yaml",
+      "sha256": "f03b20f03d4f0eb56d58986c84aebbee689b3c9e6b606d4758b51ad8bd745c03",
+      "bytes": 1591,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/timing_stability_diagnostics.py",
+      "sha256": "0352394bdf6400b7eadde3ed1ffded07e5598c2c0df915264c5c16df720ca096",
+      "bytes": 2273,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/timing_stability_report.py",
+      "sha256": "3fb7077bbcb820f7faef737988ee22c8f0d369bc38252df902c7619cb1469fa9",
+      "bytes": 4930,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/models/male-cns-lif/transmitter_roles_v1.py",
+      "sha256": "76ba0cae6c5db417ec030456797f7935216c6877bd339d5e435133a0061e3930",
+      "bytes": 2708,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/phase4aj-docs/docs/progress/phase4aj-next-validation.md",
+      "sha256": "57c838d2bb05f00436f9a8c569f62812b74fc134ea5605fc3e276bc655b71329",
+      "bytes": 3671,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/apl_sources.py",
+      "sha256": "61f4c35b464315d19bbffce534cfc037a0111725da0eb07ee53a41db81767fcb",
+      "bytes": 19165,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/context.py",
+      "sha256": "a166da3d964b49ca28a013d3a3cf33df1607c76d4a6a53a8ca8e2d955aa92cb0",
+      "bytes": 3182,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/finalize.py",
+      "sha256": "40e0f8a9e075db42ac63163de8362d808b9110f371e49f6d4088267eecf2eb4c",
+      "bytes": 17774,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/pn_observer.py",
+      "sha256": "0663c1f723f614ebcdb666b46eaa49288aec26125d6aceb18cd237330a705968",
+      "bytes": 23294,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/prepare.py",
+      "sha256": "9fbef01968c54637c9063bb1e2d7f45fdc97b886b3c25815a6146fc5f219164c",
+      "bytes": 7062,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/publication.py",
+      "sha256": "7a79c499098b74163e7bb16adabcbc54e7069dafa204d0b99c7f4c03d79f8016",
+      "bytes": 14239,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/run_audit.py",
+      "sha256": "a5a7861e8ced4739cd1a1f4314b8af7cff71168499f1ae6ed94ac71b481bcdd8",
+      "bytes": 16829,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/structure_metrics.py",
+      "sha256": "669e91a862efea5f243a054c883bc1a183e96b0bcf02fac5f6972c4a8272a4cb",
+      "bytes": 10327,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_apl_sources.py",
+      "sha256": "a7ac0f38877e0244a4bcc574264c72617ec487544a19dbc705e0c1e26c4be78d",
+      "bytes": 12733,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_harness.py",
+      "sha256": "c2e66adb18d25264d21bfce16462ef698a3ba09d178908bef1068881d46ac1e7",
+      "bytes": 1452,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_pn_observer.py",
+      "sha256": "fff3cb9da17d9d638e53a609a265d6531ed82824d10e06fcb3863edfeab7a267",
+      "bytes": 8472,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_publication.py",
+      "sha256": "a3516aefa6a753f8fca6c5a4c2109ae4d65ce0ab0278e4795d537148f04495ff",
+      "bytes": 10514,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_structure_metrics.py",
+      "sha256": "de1298a4a92facad97339e9a4cdb60ea2b7c30adc1a6f05274bd3be034239717",
+      "bytes": 10003,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_validate_events.py",
+      "sha256": "d687ceb171c7dad77dfe2eb53524091a7ee02ddc04d9bbafb3b4a59b0d1eb66c",
+      "bytes": 6426,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/pn-recruitment-audit-v1/validate_events.py",
+      "sha256": "32a33988c5c9619b2ff3553c2d508924a404ade17b526541a2ff113a61df68e4",
+      "bytes": 6884,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/config.yaml",
+      "sha256": "e22088d9847504a50c0e684d2cee9420f484ab1ebef9d6057921062d8f785e73",
+      "bytes": 835,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/diagnostic.py",
+      "sha256": "c8ec2ae6e72d35fedbd42acc6e6b5e7af2634d5b9805dc20e777b172c55d5aa4",
+      "bytes": 28229,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/scope.py",
+      "sha256": "8f5774496dcceaee1c2793a5308754cbd0864c4a38d507481071d988f9de424d",
+      "bytes": 2797,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    },
+    {
+      "local_path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/test_scope.py",
+      "sha256": "38a1c6e653ae97e77e5feda3ee8f2f8a3c366755bfbbd57ca1373b9b8f971bbb",
+      "bytes": 2615,
+      "remote_path": null,
+      "remote_path_base": null,
+      "mapping_evidence": "No exact remote mapping asserted for this local copy."
+    }
+  ],
+  "status": "NO-COLLISION-FOUND-IN-DECLARED-STATIC-SCOPE",
+  "scope": "Local static source/configuration/input-inventory audit only; not proof of all-history nonuse or statistical independence.",
+  "date": "2026-09-30",
+  "selection": {
+    "principle": "Before any Phase4AK brain trajectory: reserve the declared historical configured/derived namespaces, then use the first five positive integers strictly above 2^30. This fixed arithmetic choice does not use activity, separability, performance, or any held-out result.",
+    "anchor": 1073741824,
+    "seeds": [
+      1073741825,
+      1073741826,
+      1073741827,
+      1073741828,
+      1073741829
+    ],
+    "direct_seed_passthrough": true,
+    "odor_offset": 0,
+    "mode_offset": 0,
+    "block_offset": 0,
+    "reuse_across_two_validation_blocks": true,
+    "reuse_across_odors_and_modes": true,
+    "technical_repeat_uses_identical_seed": true,
+    "less_than_2pow31": true,
+    "independent_random_streams_across_odors_claimed": false,
+    "absolute_all_history_independence_claimed": false,
+    "no_substitution_after_results": true
+  },
+  "access": {
+    "network": false,
+    "remote": false,
+    "brain_experiment": false,
+    "GPU": false,
+    "old_heldout_dynamic_results": false,
+    "mixed_results_report": false,
+    "source_import_or_execution": false,
+    "static_file_text_and_sha_only": true,
+    "only_new_outputs": [
+      "seed-audit.json",
+      "SEED-AUDIT.md"
+    ]
+  },
+  "scan": {
+    "workspace_relative_paths": true,
+    "roots": [
+      "23-ai-gpu/source/apl-pn-scope-audit-v1",
+      "23-ai-gpu/source/apl-timing-lab-v1",
+      "23-ai-gpu/source/author-apl-lab-v1",
+      "23-ai-gpu/source/author-apl-lab-v2",
+      "23-ai-gpu/source/author-fullgraph-lab-v1",
+      "23-ai-gpu/source/author-runtime-lab-v1",
+      "23-ai-gpu/source/author-semantics-lab-v1",
+      "23-ai-gpu/source/kc-drive-audit-v1",
+      "23-ai-gpu/source/lif-semantics-audit-v1",
+      "23-ai-gpu/source/models/male-cns-lif",
+      "23-ai-gpu/source/pn-recruitment-audit-v1",
+      "23-ai-gpu/source/terminal-scope-diagnostic-v1"
+    ],
+    "extensions": [
+      ".py",
+      ".yaml",
+      ".yml",
+      ".json"
+    ],
+    "recursive": true,
+    "excluded_file_name_substrings": [
+      "manifest",
+      "checksum"
+    ],
+    "additional_static_files": [
+      "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+      "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/preregistered.json",
+      "23-ai-gpu/reports/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "23-ai-gpu/reports/phase4aj-apl-timing/protocol/preregistered.json",
+      "23-ai-gpu/source/phase4aj-docs/docs/progress/phase4aj-next-validation.md"
+    ],
+    "method": "PowerShell read-only file traversal and SHA-256; case-insensitive line search seed|default_rng|RandomState|manual_seed|np.random|torch.rand|random. Candidate decimal literal search across complete file text. Human review of configuration values and source derivation call sites; no source was imported or executed.",
+    "files": 217,
+    "seed_rng_related_lines": 1432,
+    "candidate_literal_regex": "(?<![0-9])107374182[5-9](?![0-9])",
+    "candidate_literal_hits": []
+  },
+  "collision_review": {
+    "configured_and_named_derived_family_collision": false,
+    "conservative_reserved_interval_inclusive": [
+      0,
+      200000000
+    ],
+    "interval_is_superset_not_claim_every_value_used": true,
+    "interval_scope": "Reviewed named, fixed static configurations and derivations listed below, including six/twelve-odor indices,100 pairings,nine120ms RNG blocks,hash-derived layer seeds and control offsets. Not a bound on arbitrary external caller arguments.",
+    "proposed_seeds_outside_reserved_interval": true,
+    "not_a_formal_general_python_program_proof": true
+  },
+  "old_inventory": [
+    {
+      "path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "rows": 60,
+      "seeds": [
+        51101,
+        51102,
+        51103,
+        51104,
+        51105
+      ],
+      "odor_indices": [
+        0,
+        1,
+        2,
+        3,
+        4,
+        5
+      ],
+      "modes": [
+        "matched_energy",
+        "physiological"
+      ]
+    },
+    {
+      "path": "23-ai-gpu/reports/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "rows": 60,
+      "seeds": [
+        51101,
+        51102,
+        51103,
+        51104,
+        51105
+      ],
+      "odor_indices": [
+        0,
+        1,
+        2,
+        3,
+        4,
+        5
+      ],
+      "modes": [
+        "matched_energy",
+        "physiological"
+      ]
+    }
+  ],
+  "verified_static_pins": [
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4l.yaml",
+      "expected_sha256": "9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e",
+      "actual_sha256": "9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e",
+      "source": "AG-r2 protocol/preregistered.json inputs"
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p_revalidate.py",
+      "expected_sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+      "actual_sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+      "source": "AG-r2 protocol/preregistered.json inputs"
+    }
+  ],
+  "derivation_rules": [
+    {
+      "name": "Direct configured RNG seeds",
+      "formula": "manual_seed(seed), default_rng(seed); configured values and inline declarations retained in lexical_evidence",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/baseline.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4b.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4c.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4d.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4e.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4f.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4g.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4h.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4i.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4j.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4k.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4l.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4m.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4n.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4q.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4r.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4s.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4t.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4u.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4v.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4w.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4y.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4z.yaml"
+      ],
+      "note": "Declarations are statically possible uses, not proof of execution. Gate quantities such as seed_majority and seed_node neuron IDs are not RNG seeds."
+    },
+    {
+      "name": "4C visual offsets",
+      "formula": "visual seed 43100 + {1,2,3,4,10+j}; hierarchy enumeration determines j",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4c.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4c.yaml"
+      ],
+      "note": "The same frozen five references also use 42001/42003. No old visual dynamic output accessed."
+    },
+    {
+      "name": "4D inline stimuli",
+      "formula": "44301,44302,44303 in separability loop; other seeds from YAML",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4d.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4d.yaml"
+      ],
+      "note": "Static source only."
+    },
+    {
+      "name": "4E text-derived namespace",
+      "formula": "45000 + uint32_le(SHA256(layer)[:4]) % 1000000, then +int(multiplier*10), +int(rate), +int(sparsity_percent*100), or +int(window_ms*10)",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4e.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4e.yaml"
+      ],
+      "note": "Configured maximum extra offset is 10000; reserve full hash output interval rather than selecting or reading a previous favorable condition."
+    },
+    {
+      "name": "4G stochastic preprocessing",
+      "formula": "Direct configured stimulus/model/graph seeds; inline 47901/47902 and 47400. stable_seed(base,text) has base+SHA256_prefix%1000000 definition",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4g.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4g.yaml"
+      ],
+      "note": "No call to stable_seed found in the scanned 4G source; function definition alone is not an executed-seed record."
+    },
+    {
+      "name": "4H conditioning",
+      "formula": "train_seed + trial_idx, protocol RNG default_rng(train_seed), evaluation seeds passed unchanged",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4h.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4h.yaml"
+      ],
+      "note": "Static protocol plans include reversal and controls; never read training outputs."
+    },
+    {
+      "name": "4I and 4J direct-KC",
+      "formula": "4I train seed + trial; 4J calibration_seed_base + odor_index and evaluation_seed + odor_index*100; direct-KC train/evaluation lists; fixed random KC-selection seed 49301",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4i.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4i.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4j.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4j.yaml"
+      ],
+      "note": "Do not treat the entire 50xxx range as unused merely because one evaluation list has gaps."
+    },
+    {
+      "name": "DAN helper seed offset",
+      "formula": "passed seed + 991 to _forced in 4J/4K/4L and 4N event subclass",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4j.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4k.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4l.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4n_events.py"
+      ],
+      "note": "For explicit pulse lists the helper does not draw random numbers; conservatively record/reserve these potential seed arguments anyway."
+    },
+    {
+      "name": "4L to 4Q training and evaluation",
+      "formula": "train_seed in 51201..51205 + pairing in 1..100; evaluation 51301..51305 unchanged; code also uses alias ts+pairing",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4l.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4l.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4m.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4m.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4m_formal.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4n_events.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4n_controls.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4o_targeted.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4o_eligibility.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4p_revalidate.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4q.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4q.yaml"
+      ],
+      "note": "Thus 512xx and even 513xx cannot be presumed unused. 4N random control also uses seed+700000."
+    },
+    {
+      "name": "4P old odor offset",
+      "formula": "seed + odor_index*100 in validate_sparse",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4p_revalidate.py"
+      ],
+      "note": "AG/AJ preparation does NOT use this offset: it directly seeds a fresh generator per case."
+    },
+    {
+      "name": "4Q and 4R credit/control",
+      "formula": "52101..52105 and 52201..52205 + odor_index*100; random control bases 930000/950000 + actual; 4Q formal random control = 940000 + train_seed*1000 + pairing",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4q.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4q.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4r.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4r.yaml"
+      ],
+      "note": "52101..52105 are explicitly occupied; training/control labels are not interchangeable with actual RNG seeds."
+    },
+    {
+      "name": "4S namespaces",
+      "formula": "calibration/heldout seed + odor_index*100000; historical random-US control actual+975000; formal bases [61000,62000,63000,64000,65000]+pairing(1..100); evaluation 71001..71005",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4s.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4s.yaml"
+      ],
+      "note": "Conservative odor range 0..11 bounds the frozen twelve-item static panel without opening its dynamic outcomes."
+    },
+    {
+      "name": "4T namespaces",
+      "formula": "86101..86120 or 87101..87120 + odor_index*1000000; live-US RNG adds 9700000",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4t.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4t.yaml"
+      ],
+      "note": "Reserve full index 0..11 as a conservative superset of the configured selected odors; no selection result read."
+    },
+    {
+      "name": "4U namespaces",
+      "formula": "50000000 + odor_index*2000000 + seed, seed=118101..118120 or119101..119120; live-US RNG adds29000000",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4u.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4u.yaml"
+      ],
+      "note": "Configured six calibration plus six new odors imply at most index11. Conservative largest listed argument=101119120; no old new-odor output read."
+    },
+    {
+      "name": "4V/4W/4Y/4Z and terminal-scope blocks",
+      "formula": "80000000 + odor_index*1000000 + seed + block*1000003; seeds131101..131103 or141101; six old CAL odors; 1000ms/120ms gives blocks0..8",
+      "sources": [
+        "23-ai-gpu/source/models/male-cns-lif/phase4v.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4v.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4w.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4w.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4y.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4y.yaml",
+        "23-ai-gpu/source/models/male-cns-lif/phase4z.py",
+        "23-ai-gpu/source/models/male-cns-lif/phase4z.yaml"
+      ],
+      "note": "Offset mode still constructs all RNG blocks before zeroing later input. Reserve them even where no later events are delivered. Conservative maximum with seed141101 is93141125."
+    },
+    {
+      "name": "4AE synthetic fixture RNG",
+      "formula": "default_rng(410301)",
+      "sources": [
+        "23-ai-gpu/source/author-runtime-lab-v1/config.json",
+        "23-ai-gpu/source/author-runtime-lab-v1/prepare.py"
+      ],
+      "note": "Synthetic numerical fixture, not odor input; retained in coverage."
+    },
+    {
+      "name": "AG/AJ actual static input inventory",
+      "formula": "Generator(device='cuda').manual_seed(seed), seeds51101..51105 directly; independent generator construction per case with the same base seed deliberately reused across odors/modes",
+      "sources": [
+        "23-ai-gpu/source/author-apl-lab-v2/prepare.py",
+        "23-ai-gpu/source/author-apl-lab-v2/config.json",
+        "23-ai-gpu/source/apl-timing-lab-v1/config.json",
+        "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+        "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+        "23-ai-gpu/reports/phase4aj-apl-timing/protocol/calibration-cases.json"
+      ],
+      "note": "Both inventories contain the same60 rows by byte SHA. AH/AI are replays, not fresh RNG streams. Seed-node fields in AF and motif configs denote neuron IDs, not RNG state."
+    }
+  ],
+  "uncovered": [
+    "Unlisted server-only files, ad-hoc CLI overrides, shell histories, other Git revisions/branches, unpublished scripts, external author-package random state and other users' runs were not read.",
+    "No complete historical executed-input registry was available within this local allowed scope; configured possibility is not an assertion that a run happened.",
+    "Source constants can be encoded or supplied through aliases/callers. Lexical scanning plus named call-site review is not a full static data-flow proof; arbitrary reset(seed),sample(seed),manual_seed(seed) interfaces remain externally parameterized.",
+    "No old held-out dynamics, kc-representation, eligible-edges, plasticity-magnitude, conditioning products or mixed outcome reports were opened. Plan/source references to such paths were read as static text only.",
+    "Only AG/AJ CAL static inventories were inspected, not all historical inventories. Old later-six odors are not project-history-naive; they are unused for AG/AJ calibration.",
+    "New integer seeds do not mathematically prove independent pseudorandom streams. Shared seeds across odors, modes and two blocks deliberately support paired comparisons and are not biological replicates.",
+    "Local SHA inventories identify local snapshots. Only the explicit AG input pins above were cross-checked here; complete remote frozen-integrity verification remains the parent runner's task.",
+    "New Phase4AK source/config written concurrently by the parent is excluded from historical-use scanning to avoid self-collision. These two audit artifacts require parent preregistration before use."
+  ],
+  "files": [
+    {
+      "path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "bytes": 13441,
+      "seed_rng_line_evidence": [
+        {
+          "line": 7,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 16,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 25,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 34,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 43,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 52,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 61,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 70,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 79,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 88,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 97,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 106,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 115,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 124,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 133,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 142,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 151,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 160,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 169,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 178,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 187,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 196,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 205,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 214,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 223,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 232,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 241,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 250,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 259,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 268,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 277,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 286,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 295,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 304,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 313,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 322,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 331,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 340,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 349,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 358,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 367,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 376,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 385,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 394,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 403,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 412,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 421,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 430,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 439,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 448,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 457,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 466,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 475,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 484,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 493,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 502,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 511,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 520,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 529,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 538,
+          "text": "    \"seed\": 51105,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+      "sha256": "792369753fb62de790f529027a1daf16bae947b485e42597905e8f12dd82c153",
+      "bytes": 483,
+      "seed_rng_line_evidence": [
+        {
+          "line": 5,
+          "text": "  \"target_rng_column_order\": \"Original pn_drive, no sorting before torch.rand\","
+        },
+        {
+          "line": 6,
+          "text": "  \"seeds\": ["
+        },
+        {
+          "line": 18,
+          "text": "  \"generation\": \"Original rates*.1/1000 float32 GPU Bernoulli, independent per-case original seed\""
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/reports/phase4ag-author-apl-r2/protocol/preregistered.json",
+      "sha256": "b9e2a698072a248b4421819683ff66c62ad7398d214210f7fb6fa17fe17d1406",
+      "bytes": 7628,
+      "seed_rng_line_evidence": [
+        {
+          "line": 57,
+          "text": "      \"seeds\": ["
+        },
+        {
+          "line": 70,
+          "text": "      \"repeat_first_seed_each_odor\": true"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/reports/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754",
+      "bytes": 13441,
+      "seed_rng_line_evidence": [
+        {
+          "line": 7,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 16,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 25,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 34,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 43,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 52,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 61,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 70,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 79,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 88,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 97,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 106,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 115,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 124,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 133,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 142,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 151,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 160,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 169,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 178,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 187,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 196,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 205,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 214,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 223,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 232,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 241,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 250,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 259,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 268,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 277,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 286,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 295,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 304,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 313,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 322,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 331,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 340,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 349,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 358,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 367,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 376,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 385,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 394,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 403,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 412,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 421,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 430,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 439,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 448,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 457,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 466,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 475,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 484,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 493,
+          "text": "    \"seed\": 51105,"
+        },
+        {
+          "line": 502,
+          "text": "    \"seed\": 51101,"
+        },
+        {
+          "line": 511,
+          "text": "    \"seed\": 51102,"
+        },
+        {
+          "line": 520,
+          "text": "    \"seed\": 51103,"
+        },
+        {
+          "line": 529,
+          "text": "    \"seed\": 51104,"
+        },
+        {
+          "line": 538,
+          "text": "    \"seed\": 51105,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/reports/phase4aj-apl-timing/protocol/preregistered.json",
+      "sha256": "4c7eedef5990ba2a3f9ac1b78bc59ee4133b6cdb7526b896a652937b2f4c1fb7",
+      "bytes": 8079,
+      "seed_rng_line_evidence": [
+        {
+          "line": 62,
+          "text": "      \"seeds\": ["
+        },
+        {
+          "line": 75,
+          "text": "      \"repeat_first_seed_each_odor\": true"
+        },
+        {
+          "line": 96,
+          "text": "    \"selection_policy\": \"Both arms and all fixed CAL cases retained regardless of representation outcome. Stop later scientific execution on numerical/oracle/integrity failure. No scan, tuning, favorable seed or result selection.\""
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-pn-scope-audit-v1/audit.py",
+      "sha256": "4ef071ba88f4e1cd78f068be58414dd7f4099dfac69c68266c4f46e175eab9fb",
+      "bytes": 18939,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-pn-scope-audit-v1/audit.yaml",
+      "sha256": "e0171bbd7dc7e693268eac00152e560e841f885c7d524c74d51fda7f7fbadbbf",
+      "bytes": 906,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-pn-scope-audit-v1/test_audit.py",
+      "sha256": "cb67bab972195090d5c4188169982abdc960479b8031477f1f39ac445814e88f",
+      "bytes": 1520,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/al_origin_audit.py",
+      "sha256": "7201871477a29ede31c7d6c6bf1c92700da3db5505e67ccfa7cb43126b8464b9",
+      "bytes": 33399,
+      "seed_rng_line_evidence": [
+        {
+          "line": 21,
+          "text": "SEEDS = tuple(range(51101, 51106))"
+        },
+        {
+          "line": 258,
+          "text": "        cells = {(s['mode'], s['odor_id'], s['seed']) for s in specifications.values()}"
+        },
+        {
+          "line": 260,
+          "text": "        require(len(odors) == 6 and cells == {(m, o, seed) for m in MODES for o in odors for seed in SEEDS},"
+        },
+        {
+          "line": 308,
+          "text": "             odor_id=specifications[r['case']]['odor_id'], seed=specifications[r['case']]['seed']) for r in inventory])"
+        },
+        {
+          "line": 469,
+          "text": "            report = dict(case=name, repeat=0, mode=spec['mode'], odor_id=spec['odor_id'], seed=spec['seed'],"
+        },
+        {
+          "line": 495,
+          "text": "                seed=spec['seed'], ALLN_targets=420, exact=exact, pass_all=True,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/calibration.py",
+      "sha256": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d",
+      "bytes": 22786,
+      "seed_rng_line_evidence": [
+        {
+          "line": 213,
+          "text": "            all(spec[key] == row[key] for key in (\"mode\", \"odor_id\", \"odor_index\", \"seed\")), \"Invalid fixed CAL case\")"
+        },
+        {
+          "line": 240,
+          "text": "        for repeat_index in ([0, 1] if row[\"seed\"] == legacy.ORIGINAL_SEEDS[0] else [0]):"
+        },
+        {
+          "line": 250,
+          "text": "                    runs[(row[\"mode\"], row[\"odor_id\"], row[\"seed\"])] = {key: first[key] for key in"
+        },
+        {
+          "line": 269,
+          "text": "        needed = {(mode, odor, seed) for odor in odors for seed in legacy.ORIGINAL_SEEDS}"
+        },
+        {
+          "line": 272,
+          "text": "                modes[mode] = legacy.summarize_mode(mode, odors, legacy.ORIGINAL_SEEDS, runs, cfg[\"gates\"])"
+        },
+        {
+          "line": 309,
+          "text": "                encoder[\"seeds\"] == list(legacy.ORIGINAL_SEEDS) and encoder[\"requested_before_any_dynamics\"] is True and"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/compare_timing.py",
+      "sha256": "9010f070fba9b7c9cf2d86187ee2abc57f3ac606ebc08a42baad4f3922b51734",
+      "bytes": 41221,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "COEFFICIENTS = ('gd', 'c0', 'cg', 'cv', 'threshold', 'reset', 'seed_volt')"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/config.json",
+      "sha256": "0b720e23aa7988b2b443e14951082b1ce9b061a183b7f858c0e0f3c0fc6fb25e",
+      "bytes": 2149,
+      "seed_rng_line_evidence": [
+        {
+          "line": 14,
+          "text": "  \"calibration\": {\"split\": \"calibration\", \"odor_count\": 6, \"modes\": [\"physiological\", \"matched_energy\"], \"seeds\": [51101,51102,51103,51104,51105], \"duration_ms\": 100.0, \"median_scope\": \"original frozen 12-odor panel\", \"full_oracle_probes\": [\"cal-physiological-00-s51101\", \"cal-matched_energy-00-s51101\"], \"repeat_first_seed_each_odor\": true},"
+        },
+        {
+          "line": 23,
+          "text": "  \"selection_policy\": \"Both arms and all fixed CAL cases retained regardless of representation outcome. Stop later scientific execution on numerical/oracle/integrity failure. No scan, tuning, favorable seed or result selection.\""
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/context.py",
+      "sha256": "06d4994af3729d653263391ff3a3604f7c919e78562604e5c86acfa292d60ba0",
+      "bytes": 3436,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/finalize.py",
+      "sha256": "0a2dbf9e5f889e9dd3491d036e6f92c17417a84482c5e1e49134c0993f7d68f2",
+      "bytes": 11254,
+      "seed_rng_line_evidence": [
+        {
+          "line": 63,
+          "text": "            assert all(row[key] == original[key] for key in ('mode', 'odor_id', 'seed'))"
+        },
+        {
+          "line": 133,
+          "text": "        next_gate='Independent seeds and novel-odor representation; then credit specificity and functional learning' if numerical and cal_execution and treatment_pass"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/gpu_timing.py",
+      "sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+      "bytes": 27083,
+      "seed_rng_line_evidence": [
+        {
+          "line": 38,
+          "text": "COEFFICIENT_NAMES = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/oracle_timing.py",
+      "sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be",
+      "bytes": 55279,
+      "seed_rng_line_evidence": [
+        {
+          "line": 729,
+          "text": "            coefficient_keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 811,
+          "text": "        keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/prepare.py",
+      "sha256": "bba71bcd52dcb78d9ae0fa93a8a43173a4669ecef038dce18ce7d82edd9bce50",
+      "bytes": 5970,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/run_case.py",
+      "sha256": "d93e4fe2df542ce5a0f0adb5aceada583dc8c921f0159f426e50428d79d67a1d",
+      "bytes": 2855,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/run_suite.py",
+      "sha256": "6f26c626acf9ef8e6fae7902af0cbf0bd176eb322529ca8aa203a9700716c889",
+      "bytes": 6161,
+      "seed_rng_line_evidence": [
+        {
+          "line": 84,
+          "text": "                    if record['seed'] == CFG['calibration']['seeds'][0]:"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/shift_audit.py",
+      "sha256": "46f380dac340acc91f226968bb493475a31777f8290fb20f9145a97c9009d845",
+      "bytes": 2114,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/test_al_origin_audit.py",
+      "sha256": "4b75a39d36090b0a66cc7ad4b370ac785713fb58c366df2efcc55152d612fc2b",
+      "bytes": 9998,
+      "seed_rng_line_evidence": [
+        {
+          "line": 182,
+          "text": "        coeff = dict(gd=.98, c0=-.00052, cg=.005, cv=.99, threshold=-.045, reset=-.052, seed_volt=-.044)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/test_calibration.py",
+      "sha256": "307a2848bf6d05aaa8105bb3558be2a74425894f96a4a2bd20af8b82cb8b6e25",
+      "bytes": 14734,
+      "seed_rng_line_evidence": [
+        {
+          "line": 28,
+          "text": "    return [dict(name=f\"cal-{mode}-{index:02d}-s{seed}\", mode=mode, odor_index=index,"
+        },
+        {
+          "line": 29,
+          "text": "                 odor_id=odor, seed=seed, requests=0)"
+        },
+        {
+          "line": 30,
+          "text": "            for mode in LEGACY.ORIGINAL_MODES for index, odor in enumerate(odors) for seed in LEGACY.ORIGINAL_SEEDS]"
+        },
+        {
+          "line": 99,
+          "text": "        runs = {(r[\"mode\"], r[\"odor_id\"], r[\"seed\"]): fake_trial(Path(\"synthetic\"), r, 18) for r in rows}"
+        },
+        {
+          "line": 100,
+          "text": "        report = LEGACY.summarize_mode(LEGACY.ORIGINAL_MODES[0], odors, LEGACY.ORIGINAL_SEEDS, runs, CFG[\"gates\"])"
+        },
+        {
+          "line": 221,
+          "text": "        encoder = dict(panel_count=12, cal_count=6, seeds=list(LEGACY.ORIGINAL_SEEDS),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/test_protocol.py",
+      "sha256": "cbae93c993ac9aa99bcce68ae2131c7f938f8a63e89779f8d3d79e36bf268dee",
+      "bytes": 10402,
+      "seed_rng_line_evidence": [
+        {
+          "line": 24,
+          "text": "    return [dict(name=f'cal-{mode}-{odor:02d}-s{seed}', mode=mode, odor_id='odor'+str(odor), seed=seed)"
+        },
+        {
+          "line": 26,
+          "text": "            for seed in range(51101, 51106)]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/tests/__init__.py",
+      "sha256": "bfc0d9e17410c2c52ea1d9a5259c92964f16b118dbae8cecad258697b67e4bdc",
+      "bytes": 76,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/tests/test_compare_timing.py",
+      "sha256": "71876b36eef88c198aa8e833af547dbe772001c71b010707b656c165c8b54031",
+      "bytes": 9226,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/tests/test_timing_queue.py",
+      "sha256": "4a375444dc732c3538df8aa4b81e43b5418754fcebebb0d02c16faad03d43195",
+      "bytes": 5825,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/timing_queue.py",
+      "sha256": "54df6d4818e2a0c26e96fb0aaf5d9b71cd964981706da937562d48af79aca14e",
+      "bytes": 4443,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/apl-timing-lab-v1/verify_frozen.py",
+      "sha256": "97d8a240b08baaca935f9c0278978883005dcd6fdbb4ca0d948074ef79fd349c",
+      "bytes": 2725,
+      "seed_rng_line_evidence": [
+        {
+          "line": 40,
+          "text": "        result = runtime.run(np.flatnonzero(runtime.pops[spec['population']]), spec['rate_hz'], spec['seed'], spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/calibration.py",
+      "sha256": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+      "bytes": 25414,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "ORIGINAL_SEEDS = (51101, 51102, 51103, 51104, 51105)"
+        },
+        {
+          "line": 96,
+          "text": "def summarize_mode(mode, odor_ids, seeds, runs, gates):"
+        },
+        {
+          "line": 100,
+          "text": "        arrays = [runs[(mode, odor, seed)][\"kc_counts\"] for seed in seeds]"
+        },
+        {
+          "line": 107,
+          "text": "        for seed in seeds:"
+        },
+        {
+          "line": 108,
+          "text": "            metric = pair_metrics(runs[(mode, first_odor, seed)][\"kc_counts\"],"
+        },
+        {
+          "line": 109,
+          "text": "                                  runs[(mode, second_odor, seed)][\"kc_counts\"])"
+        },
+        {
+          "line": 117,
+          "text": "            arrays = [runs[(mode, odor, seed)][\"kc_counts\"] for seed in seeds]"
+        },
+        {
+          "line": 122,
+          "text": "                      \"between_same_seed_mean\": cross_mean, \"within_this_pair_mean\": within_mean,"
+        },
+        {
+          "line": 125,
+          "text": "    selected = [runs[(mode, odor, seed)] for odor in odor_ids for seed in seeds]"
+        },
+        {
+          "line": 140,
+          "text": "               \"pairwise_baseline\": \"Each pair's two odors: 10+10 within-seed distances; never pooled across all odors\","
+        },
+        {
+          "line": 243,
+          "text": "              \"odor_name\": spec[\"odor_name\"], \"seed\": spec[\"seed\"], \"split\": \"calibration\","
+        },
+        {
+          "line": 270,
+          "text": "            tuple(cfg[\"calibration\"][\"seeds\"]) == ORIGINAL_SEEDS and"
+        },
+        {
+          "line": 273,
+          "text": "            cfg[\"calibration\"][\"repeat_first_seed_each_odor\"] is True, \"Frozen CAL design changed\")"
+        },
+        {
+          "line": 280,
+          "text": "    expected = {(mode, index, seed) for mode in ORIGINAL_MODES for index in range(6) for seed in ORIGINAL_SEEDS}"
+        },
+        {
+          "line": 281,
+          "text": "    require(len(records) == 60 and {(row[\"mode\"], row[\"odor_index\"], row[\"seed\"]) for row in records} == expected,"
+        },
+        {
+          "line": 282,
+          "text": "            \"CAL inventory must cover exactly 2 modes x 6 odors x 5 seeds\")"
+        },
+        {
+          "line": 286,
+          "text": "        require(len(ids) == 1, \"Odor identity changes across seeds/modes\")"
+        },
+        {
+          "line": 290,
+          "text": "        require(row[\"name\"] == f\"cal-{row['mode']}-{row['odor_index']:02d}-s{row['seed']}\", \"Unexpected CAL case name\")"
+        },
+        {
+          "line": 311,
+          "text": "                encoder[\"seeds\"] == list(ORIGINAL_SEEDS) and encoder[\"requested_before_any_dynamics\"] is True and"
+        },
+        {
+          "line": 336,
+          "text": "                        all(spec[key] == row[key] for key in (\"mode\", \"odor_id\", \"odor_index\", \"seed\")),"
+        },
+        {
+          "line": 340,
+          "text": "                runs[(row[\"mode\"], row[\"odor_id\"], row[\"seed\"])] = {key: first[key] for key in"
+        },
+        {
+          "line": 348,
+          "text": "            if row[\"seed\"] == ORIGINAL_SEEDS[0]:"
+        },
+        {
+          "line": 364,
+          "text": "                    modes[mode] = summarize_mode(mode, odors, ORIGINAL_SEEDS, runs, CFG[\"gates\"])"
+        },
+        {
+          "line": 378,
+          "text": "              \"checked_repeats\": len(repeats), \"seeds\": list(ORIGINAL_SEEDS), \"duration_ms\": 100.0,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/compare.py",
+      "sha256": "6e1616b086f667fa4e4b5087f500f8080281977ca9922e7b055acfddd2003bd5",
+      "bytes": 33632,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "COEFFICIENTS = ('gd', 'c0', 'cg', 'cv', 'threshold', 'reset', 'seed_volt')"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/config.json",
+      "sha256": "2aa6b4d777ff698018e1a6eaf571215208b8c874a4c848a6d632e2bd778c90e3",
+      "bytes": 1845,
+      "seed_rng_line_evidence": [
+        {
+          "line": 15,
+          "text": "  \"calibration\": {\"split\": \"calibration\", \"odor_count\": 6, \"modes\": [\"physiological\", \"matched_energy\"], \"seeds\": [51101,51102,51103,51104,51105], \"duration_ms\": 100.0, \"median_scope\": \"original frozen 12-odor panel\", \"full_oracle_probes\": [\"cal-physiological-00-s51101\", \"cal-matched_energy-00-s51101\"], \"repeat_first_seed_each_odor\": true},"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/context.py",
+      "sha256": "b8b1231d958a3ec935ec1d5a36e08cbd9bcd1127f4d4bb243a9051884a0e7a16",
+      "bytes": 2038,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/finalize.py",
+      "sha256": "b6e3c67e668a971b544df32d76435ab5e537061b9fc2e8d9dedb5d2a726f5782",
+      "bytes": 6747,
+      "seed_rng_line_evidence": [
+        {
+          "line": 72,
+          "text": "        next_gate='Independent seeds/novel-odor representation, then credit specificity; no learning promotion from CAL' if numerical and representation else"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/gpu_apl.py",
+      "sha256": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "bytes": 21206,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "COEFFICIENT_NAMES = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/legacy_apl_worker.py",
+      "sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "bytes": 8158,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/oracle_apl.py",
+      "sha256": "9b7f3e0b59f2117b94b41a6f542f37e6f7950138d324c905e8e0ac6cb7d17151",
+      "bytes": 46017,
+      "seed_rng_line_evidence": [
+        {
+          "line": 652,
+          "text": "            coefficient_keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 690,
+          "text": "        keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/prepare.py",
+      "sha256": "197ccc6aae70566c4db4d4de17fa032e853b9bd9a04262905d6c71e12a930b6f",
+      "bytes": 13633,
+      "seed_rng_line_evidence": [
+        {
+          "line": 125,
+          "text": "    assert oc['odor_encoder']['evaluation_seeds']==CFG['calibration']['seeds']"
+        },
+        {
+          "line": 133,
+          "text": "            for seed in CFG['calibration']['seeds']:"
+        },
+        {
+          "line": 134,
+          "text": "                gen=torch.Generator(device='cuda');gen.manual_seed(seed)"
+        },
+        {
+          "line": 139,
+          "text": "                forced=(torch.rand((steps,len(targets)),generator=gen,device='cuda')<probs[None,:]).cpu().numpy()"
+        },
+        {
+          "line": 141,
+          "text": "                name=f'cal-{mode}-{oi:02d}-s{seed}'"
+        },
+        {
+          "line": 143,
+          "text": "                    mode=mode,seed=seed,odor_index=oi,expected_external_events=float(rates.sum())*steps*.1/1000.,target_count=len(targets),rate_sum_hz=float(rates.sum())))"
+        },
+        {
+          "line": 145,
+          "text": "                calrecords.append(dict(name=name,mode=mode,odor_index=oi,odor_id=str(odor.odor_id),seed=seed,requests=len(req),rates_sum=float(rates.sum())))"
+        },
+        {
+          "line": 148,
+          "text": "        target_rng_column_order='Original pn_drive, no sorting before torch.rand',seeds=CFG['calibration']['seeds'],"
+        },
+        {
+          "line": 150,
+          "text": "        generation='Original rates*.1/1000 float32 GPU Bernoulli, independent per-case original seed'))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/run_case.py",
+      "sha256": "afbe6d5a37c29bda66d38c470093584130d1852e67881c681662aec3c76b33c7",
+      "bytes": 2116,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/run_suite.py",
+      "sha256": "84c681030b0032119b5392d0c3f3c136a9c6b0d133eb548c40791a10bbbb8b63",
+      "bytes": 3700,
+      "seed_rng_line_evidence": [
+        {
+          "line": 56,
+          "text": "                if rec['seed']==CFG['calibration']['seeds'][0]:child('gpu',rec['name'],1)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/test_calibration.py",
+      "sha256": "bab3136eecbc5bb09a985d715844ee845cb72b07930ce376bfb39be33bd1845a",
+      "bytes": 8127,
+      "seed_rng_line_evidence": [
+        {
+          "line": 7,
+          "text": "from calibration import (ORIGINAL_MODES, ORIGINAL_SEEDS, ORIGINAL_CAL_IDS,"
+        },
+        {
+          "line": 22,
+          "text": "            for seed in ORIGINAL_SEEDS:"
+        },
+        {
+          "line": 26,
+          "text": "                result[(mode, str(odor), seed)] = {\"kc_counts\": counts,"
+        },
+        {
+          "line": 33,
+          "text": "        summary = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(), GATES)"
+        },
+        {
+          "line": 42,
+          "text": "        summary = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(True), GATES)"
+        },
+        {
+          "line": 51,
+          "text": "        baseline = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(), GATES)"
+        },
+        {
+          "line": 68,
+          "text": "            for index, seed in enumerate(ORIGINAL_SEEDS):"
+        },
+        {
+          "line": 70,
+          "text": "                runs[(mode, str(odor), seed)][\"kc_counts\"] = counts"
+        },
+        {
+          "line": 71,
+          "text": "        summary = summarize_mode(mode, list(map(str, range(6))), ORIGINAL_SEEDS, runs, GATES)"
+        },
+        {
+          "line": 74,
+          "text": "        self.assertEqual(first_pair[\"between_same_seed_mean\"], 100.)"
+        },
+        {
+          "line": 129,
+          "text": "        records = [{\"name\": f\"cal-{mode}-{index:02d}-s{seed}\", \"mode\": mode, \"odor_index\": index,"
+        },
+        {
+          "line": 130,
+          "text": "                    \"odor_id\": odors[index], \"seed\": seed} for mode in ORIGINAL_MODES"
+        },
+        {
+          "line": 131,
+          "text": "                   for index in range(6) for seed in ORIGINAL_SEEDS]"
+        },
+        {
+          "line": 132,
+          "text": "        cfg = {\"calibration\": {\"modes\": list(ORIGINAL_MODES), \"seeds\": list(ORIGINAL_SEEDS),"
+        },
+        {
+          "line": 133,
+          "text": "               \"duration_ms\": 100., \"odor_count\": 6, \"split\": \"calibration\", \"repeat_first_seed_each_odor\": True}, \"gates\": GATES}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/test_protocol.py",
+      "sha256": "1a233f47943e01bbd845ac1dacdb1eec3f88c270c65a5f75bce1cf679b5de097",
+      "bytes": 11764,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/validate_components.py",
+      "sha256": "5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3",
+      "bytes": 24824,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v1/verify_frozen.py",
+      "sha256": "0d0e72b2f1348f6648124c8c34f75094f76fc5e1a281fbcca130a5fad2f35293",
+      "bytes": 2160,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "        result=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/calibration.py",
+      "sha256": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+      "bytes": 25414,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "ORIGINAL_SEEDS = (51101, 51102, 51103, 51104, 51105)"
+        },
+        {
+          "line": 96,
+          "text": "def summarize_mode(mode, odor_ids, seeds, runs, gates):"
+        },
+        {
+          "line": 100,
+          "text": "        arrays = [runs[(mode, odor, seed)][\"kc_counts\"] for seed in seeds]"
+        },
+        {
+          "line": 107,
+          "text": "        for seed in seeds:"
+        },
+        {
+          "line": 108,
+          "text": "            metric = pair_metrics(runs[(mode, first_odor, seed)][\"kc_counts\"],"
+        },
+        {
+          "line": 109,
+          "text": "                                  runs[(mode, second_odor, seed)][\"kc_counts\"])"
+        },
+        {
+          "line": 117,
+          "text": "            arrays = [runs[(mode, odor, seed)][\"kc_counts\"] for seed in seeds]"
+        },
+        {
+          "line": 122,
+          "text": "                      \"between_same_seed_mean\": cross_mean, \"within_this_pair_mean\": within_mean,"
+        },
+        {
+          "line": 125,
+          "text": "    selected = [runs[(mode, odor, seed)] for odor in odor_ids for seed in seeds]"
+        },
+        {
+          "line": 140,
+          "text": "               \"pairwise_baseline\": \"Each pair's two odors: 10+10 within-seed distances; never pooled across all odors\","
+        },
+        {
+          "line": 243,
+          "text": "              \"odor_name\": spec[\"odor_name\"], \"seed\": spec[\"seed\"], \"split\": \"calibration\","
+        },
+        {
+          "line": 270,
+          "text": "            tuple(cfg[\"calibration\"][\"seeds\"]) == ORIGINAL_SEEDS and"
+        },
+        {
+          "line": 273,
+          "text": "            cfg[\"calibration\"][\"repeat_first_seed_each_odor\"] is True, \"Frozen CAL design changed\")"
+        },
+        {
+          "line": 280,
+          "text": "    expected = {(mode, index, seed) for mode in ORIGINAL_MODES for index in range(6) for seed in ORIGINAL_SEEDS}"
+        },
+        {
+          "line": 281,
+          "text": "    require(len(records) == 60 and {(row[\"mode\"], row[\"odor_index\"], row[\"seed\"]) for row in records} == expected,"
+        },
+        {
+          "line": 282,
+          "text": "            \"CAL inventory must cover exactly 2 modes x 6 odors x 5 seeds\")"
+        },
+        {
+          "line": 286,
+          "text": "        require(len(ids) == 1, \"Odor identity changes across seeds/modes\")"
+        },
+        {
+          "line": 290,
+          "text": "        require(row[\"name\"] == f\"cal-{row['mode']}-{row['odor_index']:02d}-s{row['seed']}\", \"Unexpected CAL case name\")"
+        },
+        {
+          "line": 311,
+          "text": "                encoder[\"seeds\"] == list(ORIGINAL_SEEDS) and encoder[\"requested_before_any_dynamics\"] is True and"
+        },
+        {
+          "line": 336,
+          "text": "                        all(spec[key] == row[key] for key in (\"mode\", \"odor_id\", \"odor_index\", \"seed\")),"
+        },
+        {
+          "line": 340,
+          "text": "                runs[(row[\"mode\"], row[\"odor_id\"], row[\"seed\"])] = {key: first[key] for key in"
+        },
+        {
+          "line": 348,
+          "text": "            if row[\"seed\"] == ORIGINAL_SEEDS[0]:"
+        },
+        {
+          "line": 364,
+          "text": "                    modes[mode] = summarize_mode(mode, odors, ORIGINAL_SEEDS, runs, CFG[\"gates\"])"
+        },
+        {
+          "line": 378,
+          "text": "              \"checked_repeats\": len(repeats), \"seeds\": list(ORIGINAL_SEEDS), \"duration_ms\": 100.0,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/compare.py",
+      "sha256": "6e1616b086f667fa4e4b5087f500f8080281977ca9922e7b055acfddd2003bd5",
+      "bytes": 33632,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "COEFFICIENTS = ('gd', 'c0', 'cg', 'cv', 'threshold', 'reset', 'seed_volt')"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/config.json",
+      "sha256": "a8bafb9deec49d918976f2836d977ef9f13c26a6fb7f70e015879e29cf986c9a",
+      "bytes": 1994,
+      "seed_rng_line_evidence": [
+        {
+          "line": 16,
+          "text": "  \"calibration\": {\"split\": \"calibration\", \"odor_count\": 6, \"modes\": [\"physiological\", \"matched_energy\"], \"seeds\": [51101,51102,51103,51104,51105], \"duration_ms\": 100.0, \"median_scope\": \"original frozen 12-odor panel\", \"full_oracle_probes\": [\"cal-physiological-00-s51101\", \"cal-matched_energy-00-s51101\"], \"repeat_first_seed_each_odor\": true},"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/context.py",
+      "sha256": "274eb13ccf38dbbc5c7f14d9d642130eb0f69072d91a090f208c30c27f87dd2b",
+      "bytes": 2134,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/finalize.py",
+      "sha256": "b6e3c67e668a971b544df32d76435ab5e537061b9fc2e8d9dedb5d2a726f5782",
+      "bytes": 6747,
+      "seed_rng_line_evidence": [
+        {
+          "line": 72,
+          "text": "        next_gate='Independent seeds/novel-odor representation, then credit specificity; no learning promotion from CAL' if numerical and representation else"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/gpu_apl.py",
+      "sha256": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "bytes": 21206,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "COEFFICIENT_NAMES = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/legacy_apl_worker.py",
+      "sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "bytes": 8158,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/oracle_apl.py",
+      "sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+      "bytes": 46236,
+      "seed_rng_line_evidence": [
+        {
+          "line": 659,
+          "text": "            coefficient_keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 697,
+          "text": "        keys = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/prepare.py",
+      "sha256": "e9328567753e144fc315491970f7e02af13725b93f35e4d4b97f7c4c48ce3338",
+      "bytes": 15297,
+      "seed_rng_line_evidence": [
+        {
+          "line": 135,
+          "text": "    assert oc['odor_encoder']['evaluation_seeds']==CFG['calibration']['seeds']"
+        },
+        {
+          "line": 143,
+          "text": "            for seed in CFG['calibration']['seeds']:"
+        },
+        {
+          "line": 144,
+          "text": "                gen=torch.Generator(device='cuda');gen.manual_seed(seed)"
+        },
+        {
+          "line": 149,
+          "text": "                forced=(torch.rand((steps,len(targets)),generator=gen,device='cuda')<probs[None,:]).cpu().numpy()"
+        },
+        {
+          "line": 151,
+          "text": "                name=f'cal-{mode}-{oi:02d}-s{seed}'"
+        },
+        {
+          "line": 153,
+          "text": "                    mode=mode,seed=seed,odor_index=oi,expected_external_events=float(rates.sum())*steps*.1/1000.,target_count=len(targets),rate_sum_hz=float(rates.sum())))"
+        },
+        {
+          "line": 155,
+          "text": "                calrecords.append(dict(name=name,mode=mode,odor_index=oi,odor_id=str(odor.odor_id),seed=seed,requests=len(req),rates_sum=float(rates.sum())))"
+        },
+        {
+          "line": 158,
+          "text": "        target_rng_column_order='Original pn_drive, no sorting before torch.rand',seeds=CFG['calibration']['seeds'],"
+        },
+        {
+          "line": 160,
+          "text": "        generation='Original rates*.1/1000 float32 GPU Bernoulli, independent per-case original seed'))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/run_case.py",
+      "sha256": "afbe6d5a37c29bda66d38c470093584130d1852e67881c681662aec3c76b33c7",
+      "bytes": 2116,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/run_suite.py",
+      "sha256": "84c681030b0032119b5392d0c3f3c136a9c6b0d133eb548c40791a10bbbb8b63",
+      "bytes": 3700,
+      "seed_rng_line_evidence": [
+        {
+          "line": 56,
+          "text": "                if rec['seed']==CFG['calibration']['seeds'][0]:child('gpu',rec['name'],1)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/test_calibration.py",
+      "sha256": "bab3136eecbc5bb09a985d715844ee845cb72b07930ce376bfb39be33bd1845a",
+      "bytes": 8127,
+      "seed_rng_line_evidence": [
+        {
+          "line": 7,
+          "text": "from calibration import (ORIGINAL_MODES, ORIGINAL_SEEDS, ORIGINAL_CAL_IDS,"
+        },
+        {
+          "line": 22,
+          "text": "            for seed in ORIGINAL_SEEDS:"
+        },
+        {
+          "line": 26,
+          "text": "                result[(mode, str(odor), seed)] = {\"kc_counts\": counts,"
+        },
+        {
+          "line": 33,
+          "text": "        summary = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(), GATES)"
+        },
+        {
+          "line": 42,
+          "text": "        summary = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(True), GATES)"
+        },
+        {
+          "line": 51,
+          "text": "        baseline = summarize_mode(ORIGINAL_MODES[0], list(map(str, range(6))), ORIGINAL_SEEDS, synthetic_runs(), GATES)"
+        },
+        {
+          "line": 68,
+          "text": "            for index, seed in enumerate(ORIGINAL_SEEDS):"
+        },
+        {
+          "line": 70,
+          "text": "                runs[(mode, str(odor), seed)][\"kc_counts\"] = counts"
+        },
+        {
+          "line": 71,
+          "text": "        summary = summarize_mode(mode, list(map(str, range(6))), ORIGINAL_SEEDS, runs, GATES)"
+        },
+        {
+          "line": 74,
+          "text": "        self.assertEqual(first_pair[\"between_same_seed_mean\"], 100.)"
+        },
+        {
+          "line": 129,
+          "text": "        records = [{\"name\": f\"cal-{mode}-{index:02d}-s{seed}\", \"mode\": mode, \"odor_index\": index,"
+        },
+        {
+          "line": 130,
+          "text": "                    \"odor_id\": odors[index], \"seed\": seed} for mode in ORIGINAL_MODES"
+        },
+        {
+          "line": 131,
+          "text": "                   for index in range(6) for seed in ORIGINAL_SEEDS]"
+        },
+        {
+          "line": 132,
+          "text": "        cfg = {\"calibration\": {\"modes\": list(ORIGINAL_MODES), \"seeds\": list(ORIGINAL_SEEDS),"
+        },
+        {
+          "line": 133,
+          "text": "               \"duration_ms\": 100., \"odor_count\": 6, \"split\": \"calibration\", \"repeat_first_seed_each_odor\": True}, \"gates\": GATES}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/test_protocol.py",
+      "sha256": "1a233f47943e01bbd845ac1dacdb1eec3f88c270c65a5f75bce1cf679b5de097",
+      "bytes": 11764,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/test_python_entry.py",
+      "sha256": "0ed665f686e3499f8543e48f1712ccb4523946971cb7a0e096cf4f6d10d3bcba",
+      "bytes": 1760,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/validate_components.py",
+      "sha256": "5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3",
+      "bytes": 24824,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-apl-lab-v2/verify_frozen.py",
+      "sha256": "0d0e72b2f1348f6648124c8c34f75094f76fc5e1a281fbcca130a5fad2f35293",
+      "bytes": 2160,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "        result=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/compare_trial.py",
+      "sha256": "2c81cb37598cce2ae0688046fd944bec34ea57824944379bfbf7e778283ab4ad",
+      "bytes": 5322,
+      "seed_rng_line_evidence": [
+        {
+          "line": 59,
+          "text": "    checks['request_count']=len(cr)==len(spec['seed_nodes'])"
+        },
+        {
+          "line": 62,
+          "text": "        for node in sorted(spec['seed_nodes'])]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/config.json",
+      "sha256": "9acd8177d94daf92df3435d2df7c854a0b86e8dee65d42f3ec25d084c9fba8f0",
+      "bytes": 1183,
+      "seed_rng_line_evidence": [
+        {
+          "line": 12,
+          "text": "    {\"name\": \"no_input\", \"steps\": 100, \"seed_nodes\": []},"
+        },
+        {
+          "line": 13,
+          "text": "    {\"name\": \"single\", \"steps\": 500, \"seed_nodes\": [1381]},"
+        },
+        {
+          "line": 14,
+          "text": "    {\"name\": \"five\", \"steps\": 500, \"seed_nodes\": [1197, 1381, 1511, 82312, 133666]}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/context.py",
+      "sha256": "fe221d4470f14a094bc2b02b9763d542c091a2a069c951c5f833a0639c39659b",
+      "bytes": 2171,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/finalize.py",
+      "sha256": "81885c07c053444cb0b03634b4ddc09b12bef2f237828db2dcf203653ac4b704",
+      "bytes": 4373,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/gpu_full.py",
+      "sha256": "895ee595d63ee8650b6aad662f831117af78cb6216437c001c8c7ba69a7b92e7",
+      "bytes": 23311,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "COEFFICIENT_NAMES = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 113,
+          "text": "    for name in (\"name\", \"steps\", \"dt_ms\", \"duration_ms\", \"seed_nodes\", \"model\", \"graph_dir\"):"
+        },
+        {
+          "line": 116,
+          "text": "    seeds = spec[\"seed_nodes\"]"
+        },
+        {
+          "line": 117,
+          "text": "    require(type(steps) is int and isinstance(seeds, list) and"
+        },
+        {
+          "line": 118,
+          "text": "            all(type(node) is int for node in seeds) and len(seeds) == len(set(seeds)), \"Invalid case steps/seeds\")"
+        },
+        {
+          "line": 119,
+          "text": "    seeds = tuple(sorted(seeds))"
+        },
+        {
+          "line": 120,
+          "text": "    require((steps, seeds) in ALLOWED_CASES, \"Case not one of the three fixed full-graph trials\")"
+        },
+        {
+          "line": 175,
+          "text": "    require(len(request_rows) == len(seeds) and"
+        },
+        {
+          "line": 176,
+          "text": "            [row[\"neuron_idx\"] for row in request_rows] == list(seeds) and"
+        },
+        {
+          "line": 179,
+          "text": "    return spec, graph, histories, weights, final, queues, coefficients, seeds, request_rows"
+        },
+        {
+          "line": 190,
+          "text": "    spec, graph, histories, weights, oracle_final, oracle_queues, coeff, seeds, oracle_requests = load_inputs(case_dir, oracle_dir)"
+        },
+        {
+          "line": 219,
+          "text": "        if seeds:"
+        },
+        {
+          "line": 220,
+          "text": "            requests[torch.tensor(seeds, device=device, dtype=torch.int64)] = 1"
+        },
+        {
+          "line": 335,
+          "text": "                        requested_total == len(seeds) and accepted_request_total == len(seeds))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/oracle_full.py",
+      "sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+      "bytes": 32146,
+      "seed_rng_line_evidence": [
+        {
+          "line": 239,
+          "text": "    seeds = tuple(int(node) for node in spec[\"seed_nodes\"])"
+        },
+        {
+          "line": 242,
+          "text": "    _check(spec[\"name\"] in fixed and (steps, seeds) == fixed[spec[\"name\"]], \"Case is not one of the three fixed trials\")"
+        },
+        {
+          "line": 336,
+          "text": "        seed_local = np.asarray(seeds, dtype=np.int32)"
+        },
+        {
+          "line": 337,
+          "text": "        permitted_seed = np.empty(0, dtype=np.int32)"
+        },
+        {
+          "line": 360,
+          "text": "                nonlocal permitted_seed"
+        },
+        {
+          "line": 364,
+          "text": "                if tick == 0 and len(seed_local):"
+        },
+        {
+          "line": 365,
+          "text": "                    available = available_raw[seed_local].copy()"
+        },
+        {
+          "line": 366,
+          "text": "                    permitted_seed = seed_local[available]"
+        },
+        {
+          "line": 367,
+          "text": "                    request_count[tick] = len(seed_local)"
+        },
+        {
+          "line": 368,
+          "text": "                    applicable_count[tick] = len(permitted_seed)"
+        },
+        {
+          "line": 369,
+          "text": "                    rejected_count[tick] = len(seed_local) - len(permitted_seed)"
+        },
+        {
+          "line": 370,
+          "text": "                    for node, ok in zip(seed_local, available):"
+        },
+        {
+          "line": 373,
+          "text": "                    neu.v[permitted_seed] = parameters[\"v_th\"] + 1 * b2.mV"
+        },
+        {
+          "line": 403,
+          "text": "                    _check(np.isin(permitted_seed, active).all(), \"An applicable initial request failed to create a real spike\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/prepare.py",
+      "sha256": "780f26c3c829135a6f67ff03007925649ef777dc15010334830ff1f7fa109519",
+      "bytes": 5259,
+      "seed_rng_line_evidence": [
+        {
+          "line": 64,
+          "text": "        meta.iloc[trial['seed_nodes']][['neuron_idx','body_id','annotation_type','neurotransmitter']].to_csv(case/'seed-identities.csv',index=False)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/run_trial.py",
+      "sha256": "afb8a0e8513726bd1340db56c2cff8f3615fedd0857dc611420d29e1b858c2c3",
+      "bytes": 2027,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/test_protocol.py",
+      "sha256": "d4bc6905ea6ce4ea04aeeabfc2f99bc111114fdfd0bc54169a40edf4f95c6033",
+      "bytes": 2019,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-fullgraph-lab-v1/verify_frozen.py",
+      "sha256": "a2a19b52c41c8c752692ff524d6f21016c6f2789c5fcabac9c78c8cadd59826e",
+      "bytes": 2151,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "        r=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/config.json",
+      "sha256": "356b6161576f6f6d79745af1927bb43b12a7c3d50922bf9e1bd29e473fcf2106",
+      "bytes": 805,
+      "seed_rng_line_evidence": [
+        {
+          "line": 5,
+          "text": "  \"seed\": 410301,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/context.py",
+      "sha256": "9eea9a592241cab7f4303850e969def7887eee3f4ec18421103605cafd258cf8",
+      "bytes": 1707,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/finalize.py",
+      "sha256": "cb75d512ddf9a5ff344f3ac82eefb112406593bf7b414dfac79d7c5d730371ee",
+      "bytes": 3814,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/gpu_backend.py",
+      "sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "bytes": 16277,
+      "seed_rng_line_evidence": [
+        {
+          "line": 21,
+          "text": "COEFFICIENT_NAMES = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/oracle_stress.py",
+      "sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+      "bytes": 29235,
+      "seed_rng_line_evidence": [
+        {
+          "line": 187,
+          "text": "    result[\"seed_volt\"] = float((parameters[\"v_th\"] + 1 * b2.mV) / b2.volt)"
+        },
+        {
+          "line": 188,
+          "text": "    provenance[\"seed_volt\"] = {\"source\": \"common request interface: unchanged v_th + 1 mV\"}"
+        },
+        {
+          "line": 481,
+          "text": "            coefficient_keys = [\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\"]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/prepare.py",
+      "sha256": "2519eaa2c50b2d91fd0c4f623aeabd6f5d212c5b537951d0a66bc81c569db78c",
+      "bytes": 8828,
+      "seed_rng_line_evidence": [
+        {
+          "line": 47,
+          "text": "    rng=np.random.default_rng(CFG['seed']);n=128;t=400;src=np.repeat(np.arange(n),8);dst=rng.integers(0,n,len(src),dtype=np.int32)"
+        },
+        {
+          "line": 51,
+          "text": "    put('signed_random',np.arange(-n,0),src,dst,raw,t,'Fixed seed128-cell signed random fixture; forcing stops at20ms; signs assigned per synthetic source.',requests=req,external=ext,g=g)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/run_suite.py",
+      "sha256": "92733a48921f95c3c0935bf16a704634b89b6540352f31cc1169ec6d3211b57a",
+      "bytes": 5318,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-runtime-lab-v1/verify_frozen.py",
+      "sha256": "720d04b379b6f1f64cae28a2203444a6d4c4e72ecb121cc69e93c2740fae69ab",
+      "bytes": 2157,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "        r=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/config.json",
+      "sha256": "a69e8da5332d8031cbe1663abff25e61ee04e75f5490e8fa44c48690d3d0e219",
+      "bytes": 1332,
+      "seed_rng_line_evidence": [
+        {
+          "line": 12,
+          "text": "  \"seed_margin_mv\": 1.0,"
+        },
+        {
+          "line": 25,
+          "text": "  \"seed_node\": 1381,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/context.py",
+      "sha256": "561d405ee4a2d3bbc6982c89191523f348d6fae0630dea9cb67ddf03acc6fc7b",
+      "bytes": 1057,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/finalize.py",
+      "sha256": "97a393b95d100dc5d95b624e4cd0d15511307b8c70e0ebd788b773c143ebfed6",
+      "bytes": 25910,
+      "seed_rng_line_evidence": [
+        {
+          "line": 55,
+          "text": "def load_trace(directory, expected_nodes, steps, cfg, seed_node, natural_events=False):"
+        },
+        {
+          "line": 79,
+          "text": "    if seed_node is None and not natural_events:"
+        },
+        {
+          "line": 81,
+          "text": "    elif seed_node is not None:"
+        },
+        {
+          "line": 82,
+          "text": "        require(np.array_equal(nodes[ticks == 0], [seed_node]),"
+        },
+        {
+          "line": 83,
+          "text": "                \"Declared initial seed event missing or duplicated\")"
+        },
+        {
+          "line": 235,
+          "text": "                record.get(\"common_seed_experiment\") is False, \"Poisson audit scope differs\")"
+        },
+        {
+          "line": 250,
+          "text": "                                          steps, cfg, None if motif == \"no_input\" else cfg[\"seed_node\"])"
+        },
+        {
+          "line": 265,
+          "text": "                        \"interpretation\": \"Artifact/finite/seed checks only; activity is descriptive.\"}"
+        },
+        {
+          "line": 277,
+          "text": "                seeded = fixture in (\"refractory_boundary\", \"above_threshold\")"
+        },
+        {
+          "line": 280,
+          "text": "                seed = -2 if fixture == \"delay_18\" else (-1 if seeded else None)"
+        },
+        {
+          "line": 281,
+          "text": "                actual, _ = load_trace(directory / \"brian-output\", nodes, 200, unit_cfg, seed,"
+        },
+        {
+          "line": 283,
+          "text": "                independent, _ = load_trace(directory / \"independent-output\", nodes, 200, unit_cfg, seed,"
+        },
+        {
+          "line": 304,
+          "text": "                seed = None if motif == \"no_input\" else cfg[\"seed_node\"]"
+        },
+        {
+          "line": 305,
+          "text": "                actual, per_node = load_trace(directory / \"brian-output\", nodes, steps, cfg, seed)"
+        },
+        {
+          "line": 306,
+          "text": "                independent, _ = load_trace(directory / \"independent-output\", nodes, steps, cfg, seed)"
+        },
+        {
+          "line": 314,
+          "text": "                                         \"brian-output\", nodes, steps, cfg, seed)"
+        },
+        {
+          "line": 395,
+          "text": "                  \"小回路缺少外部整脑输入与graded APL，不能证明整脑因果必要性、生物真实性或信息保持。初始诊断seed也不是作者的感官Poisson接口。\","
+        },
+        {
+          "line": 397,
+          "text": "                  \"后续整脑嗅觉比较仍须核查固定输入、实际送达事件、持续活动和信息保持；可用学习仍需至少5个训练seed、独立评估、MBON/downstream的A对中性B特异性及acquisition/reversal/retention/delayed-reward对照。\","
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/interface_audit.py",
+      "sha256": "1e2b31545f1206fe1c1f4084b4a9ac0f21c74990c52e8fd156e809725fc5fb95",
+      "bytes": 8415,
+      "seed_rng_line_evidence": [
+        {
+          "line": 3,
+          "text": "This is separate from the common single-seed diagnostic.  Zero simulation time"
+        },
+        {
+          "line": 135,
+          "text": "            \"random_realization_tested\": False, \"common_seed_experiment\": False,"
+        },
+        {
+          "line": 136,
+          "text": "            \"interpretation\": \"Original poi adds 68.75 mV to voltage at 150 Hz with N=1 in the synapses slot and sets its target rfc to zero. This interface is not the common initial seed experiment.\","
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/math_lab.py",
+      "sha256": "9663da41d5f623e1d7750e3cad3df880148079968f115bf583b58799fc5fb31f",
+      "bytes": 4533,
+      "seed_rng_line_evidence": [
+        {
+          "line": 10,
+          "text": "def component(nodes,edges,weights,config,policy,seed_node):"
+        },
+        {
+          "line": 20,
+          "text": "        if t==0 and seed_node is not None:"
+        },
+        {
+          "line": 21,
+          "text": "            k=ix[seed_node];assert not fire[k] and ref[k]==0"
+        },
+        {
+          "line": 34,
+          "text": "def author_numpy(nodes,edges,config,precision,seed_node,external_arrivals=None):"
+        },
+        {
+          "line": 56,
+          "text": "        if t==0 and seed_node is not None:v[ix[seed_node]]=f(threshold+config['seed_margin_mv']*.001)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/oracle_runner.py",
+      "sha256": "2f4b073261965cf18a94697caf725c40b2e8db790c2871862201337f40c399e5",
+      "bytes": 18548,
+      "seed_rng_line_evidence": [
+        {
+          "line": 109,
+          "text": "              seed_node: int | None, external_arrivals=None) -> dict:"
+        },
+        {
+          "line": 115,
+          "text": "    Python assignment to g.  ``seed_margin_mv`` may be zero for a strict-threshold"
+        },
+        {
+          "line": 140,
+          "text": "    if seed_node is not None and int(seed_node) not in lookup:"
+        },
+        {
+          "line": 141,
+          "text": "        raise ValueError(\"seed_node must occur in nodes\")"
+        },
+        {
+          "line": 150,
+          "text": "    margin_mv = float(config[\"seed_margin_mv\"])"
+        },
+        {
+          "line": 152,
+          "text": "        raise ValueError(\"seed_margin_mv must be finite and nonnegative\")"
+        },
+        {
+          "line": 230,
+          "text": "        seed_state = {\"requested_global_node\": None if seed_node is None else int(seed_node),"
+        },
+        {
+          "line": 232,
+          "text": "        if seed_node is not None:"
+        },
+        {
+          "line": 233,
+          "text": "            seed_local = lookup[int(seed_node)]"
+        },
+        {
+          "line": 235,
+          "text": "            def inject_seed():"
+        },
+        {
+          "line": 236,
+          "text": "                if seed_state[\"injections\"] == 0:"
+        },
+        {
+          "line": 238,
+          "text": "                        raise AssertionError(\"Seed injection must occur at tick zero\")"
+        },
+        {
+          "line": 239,
+          "text": "                    neu.v[seed_local] = parameters[\"v_th\"] + margin_mv * b2.mV"
+        },
+        {
+          "line": 240,
+          "text": "                    applied = float(neu.v[seed_local] / b2.mV)"
+        },
+        {
+          "line": 242,
+          "text": "                        raise ValueError(\"The positive seed margin rounded away in the selected dtype\")"
+        },
+        {
+          "line": 243,
+          "text": "                    seed_state[\"applied_mv\"] = applied"
+        },
+        {
+          "line": 244,
+          "text": "                    seed_state[\"injections\"] = 1"
+        },
+        {
+          "line": 246,
+          "text": "            objects.append(b2.NetworkOperation(inject_seed, clock=neu.clock,"
+        },
+        {
+          "line": 248,
+          "text": "                                               name=\"oracle_seed_injection\"))"
+        },
+        {
+          "line": 284,
+          "text": "            \"seed\": seed_state.copy(), \"external_arrivals\": external_metadata,"
+        },
+        {
+          "line": 325,
+          "text": "        if seed_node is not None:"
+        },
+        {
+          "line": 326,
+          "text": "            seed_state[\"spiked_at_zero\"] = bool(np.any((ticks == 0) & (event_nodes == seed_node)))"
+        },
+        {
+          "line": 327,
+          "text": "            if seed_state[\"injections\"] != 1 or (margin_mv > 0 and not seed_state[\"spiked_at_zero\"]):"
+        },
+        {
+          "line": 328,
+          "text": "                raise AssertionError(\"The common initial seed event was not produced exactly once\")"
+        },
+        {
+          "line": 329,
+          "text": "        _json(io_dir / \"seed.json\", seed_state)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/prepare.py",
+      "sha256": "49caa9553938f06539ecf282868491f8e1319d8f24220f89ac9e232db2d82e51",
+      "bytes": 3453,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/run_lab.py",
+      "sha256": "8746e1971c5a40a738e10f8f574a243c29cefa5a8b9f61a2846557ceffd1289a",
+      "bytes": 10795,
+      "seed_rng_line_evidence": [
+        {
+          "line": 41,
+          "text": "def oracle_trial(name,nodes,edges,cfg,precision,seed,external=None):"
+        },
+        {
+          "line": 43,
+          "text": "    result=run_brian(EXP/'external-resources/model.py',io,nodes,edges,cfg,precision,seed,external)"
+        },
+        {
+          "line": 44,
+          "text": "    independent=author_numpy(nodes,edges,cfg,precision,seed,external)"
+        },
+        {
+          "line": 68,
+          "text": "        for name,(arr,seed,margin) in cases.items():"
+        },
+        {
+          "line": 69,
+          "text": "            cfg=dict(c,seed_margin_mv=margin)"
+        },
+        {
+          "line": 70,
+          "text": "            r,cmp=oracle_trial('unit-'+name,nodes,inert,cfg,precision,seed,arr)"
+        },
+        {
+          "line": 77,
+          "text": "            elif name=='refractory_boundary':checks={'one_seed':np.array_equal(events,[0]),'reject_through_21':bool(np.all(h[:22,1]==0)),"
+        },
+        {
+          "line": 82,
+          "text": "            else:checks={'single_seed':np.array_equal(events,[0]),'reset_g':bool(h[0,1,0]==0)}"
+        },
+        {
+          "line": 89,
+          "text": "        h=r['history'];checks=dict(one_seed=np.array_equal(r['step'],[0]),"
+        },
+        {
+          "line": 109,
+          "text": "        old=np.load(AC/'motifs'/f'{name}-state.npz');nodes=old['nodes'];seed=None if name=='no_input' else CFG['seed_node']"
+        },
+        {
+          "line": 112,
+          "text": "            r=component(nodes,edges,weights,CFG,policy,seed)"
+        },
+        {
+          "line": 134,
+          "text": "        nodes=np.load(AC/'motifs'/f'{name}-state.npz')['nodes'];seed=None if name=='no_input' else CFG['seed_node'];by_precision={}"
+        },
+        {
+          "line": 136,
+          "text": "            r,cmp=oracle_trial(name,nodes,edges,CFG,precision,seed);by_precision[precision]=r"
+        },
+        {
+          "line": 137,
+          "text": "            repeat=run_brian(EXP/'external-resources/model.py',EXP/'oracle'/(name+'-'+precision+'-repeat'),nodes,edges,CFG,precision,seed)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/author-semantics-lab-v1/verify_frozen.py",
+      "sha256": "fe37a48ce804e6c50f93404bfd3c23a7e54cd49061bbdfb4860315879648c73b",
+      "bytes": 2613,
+      "seed_rng_line_evidence": [
+        {
+          "line": 36,
+          "text": "        r=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/accounting.py",
+      "sha256": "c4703d36587bd40a2a231d5098b8d9991407ba80f6f2b488ffad068c7a74fde6",
+      "bytes": 12819,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/context.py",
+      "sha256": "c7eb06a19d9f1f28ecf71c5596d10aa11bb405d09b1167546da347eb58d8da9a",
+      "bytes": 2757,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/finalize.py",
+      "sha256": "ce0d0bfa2679c18573acab673b28d167ed300ff7669486c2e93fdc1a6097fc05",
+      "bytes": 10619,
+      "seed_rng_line_evidence": [
+        {
+          "line": 13,
+          "text": "        if row['seed'] == 51101:"
+        },
+        {
+          "line": 30,
+          "text": "        assert result['mode'] == spec.get('mode') and result['seed'] == spec.get('seed')"
+        },
+        {
+          "line": 80,
+          "text": "            flat.append(dict(case=row['case'], mode=row['mode'], seed=row['seed'], odor_id=row['odor_id'],"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/populations.py",
+      "sha256": "8504b38219bac952b07a67e7dc37a520f0a68238cb0b0dd56f4b4b7948c5233b",
+      "bytes": 9356,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/prepare.py",
+      "sha256": "fecf8324b5fca4b65d8f24f3ed80d20bdb1fc5654294958f34d58dd36625c59b",
+      "bytes": 5160,
+      "seed_rng_line_evidence": [
+        {
+          "line": 61,
+          "text": "        if row['seed'] == 51101:"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/replay_core.py",
+      "sha256": "aa3187cb23712c09ab603e27e60424294db92de8086d60a95cf7a629d0521fdc",
+      "bytes": 14287,
+      "seed_rng_line_evidence": [
+        {
+          "line": 20,
+          "text": "COEFFICIENT_KEYS = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 47,
+          "text": "    _require(result[\"seed_volt\"] > result[\"threshold\"], \"Common-request seed voltage must exceed the strict threshold\")"
+        },
+        {
+          "line": 144,
+          "text": "    next_v[request & available] = coeff[\"seed_volt\"]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/run_audit.py",
+      "sha256": "724c4f25341dc0883951ef5abdf9fc7dc72fba146a000b9cf9bca759e9c7623a",
+      "bytes": 12406,
+      "seed_rng_line_evidence": [
+        {
+          "line": 156,
+          "text": "        mode=spec.get('mode'), odor_id=spec.get('odor_id'), seed=spec.get('seed'),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/test_accounting.py",
+      "sha256": "a10f67c42162f8b07f0d760108d5ebf575f6dddc588752acc4499b43bac3ec94",
+      "bytes": 13018,
+      "seed_rng_line_evidence": [
+        {
+          "line": 222,
+          "text": "                 'threshold': 1., 'reset': 0., 'seed_volt': 2.}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/test_populations.py",
+      "sha256": "65285a6679e140f9f7cc16cb806e7bddf0f0d288c6a7d3fa2879a7cd745dacc1",
+      "bytes": 5472,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/kc-drive-audit-v1/test_replay_core.py",
+      "sha256": "17b94e6c549e60c5adb9eebf0a5dc0679a95670265b3a332a49a2e6610a976c2",
+      "bytes": 12276,
+      "seed_rng_line_evidence": [
+        {
+          "line": 11,
+          "text": "    result = dict(gd=1., c0=0., cg=0., cv=1., threshold=1., reset=0., seed_volt=2.)"
+        },
+        {
+          "line": 54,
+          "text": "        c = coefficients(gd=.4, cg=.2, cv=.3, c0=.1, threshold=100., seed_volt=101.)"
+        },
+        {
+          "line": 104,
+          "text": "        shadow(steps=20, coeff=coefficients(cg=1., threshold=100., seed_volt=101.),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/audit_semantics.py",
+      "sha256": "f20724387ca7ed63b9e35fb9ce3d2964da44f85318856b7403b5536a442422b8",
+      "bytes": 18769,
+      "seed_rng_line_evidence": [
+        {
+          "line": 139,
+          "text": "def gpu_motif(rt, nodes, edges, weights, p, steps, seed):"
+        },
+        {
+          "line": 151,
+          "text": "        if t == 0 and seed is not None:"
+        },
+        {
+          "line": 152,
+          "text": "            targets = torch.tensor([lookup[seed]], dtype=torch.int64, device=d); force = torch.ones(1,dtype=torch.uint8,device=d)"
+        },
+        {
+          "line": 205,
+          "text": "        w = effective[subset.edge_id]; seed = CFG['seed_node'] if spec.get('force',True) else None"
+        },
+        {
+          "line": 207,
+          "text": "        cpu = cpu_motif(nodes,subset,w,p,steps,seed); gpu = gpu_motif(rt,nodes,subset,w,p,steps,seed)"
+        },
+        {
+          "line": 210,
+          "text": "        if seed is None: assert len(cpu['step']) == 0"
+        },
+        {
+          "line": 220,
+          "text": "                'external_force_requests':int(seed == node),'frozen_math_unchanged':True,'whole_brain_necessity_proven':False})"
+        },
+        {
+          "line": 231,
+          "text": "        r=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/brian2-evidence.json",
+      "sha256": "bebd4dfa2dda1aca601a52b24e3eabdd887ce261c3548e377198ab154d81f16e",
+      "bytes": 1963,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/config.yaml",
+      "sha256": "433151183a4755f5fdfec33f6a9404aa5fb186ec45866ebb58be4ba3e4ebb568",
+      "bytes": 1464,
+      "seed_rng_line_evidence": [
+        {
+          "line": 19,
+          "text": "seed_node: 1381"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/math_reference.py",
+      "sha256": "5166366251f99359b1301f514f5d9ae5f0f041fd3a3f98902386192117f01aea",
+      "bytes": 3768,
+      "seed_rng_line_evidence": [
+        {
+          "line": 42,
+          "text": "def cpu_motif(nodes, edges, weights, p, steps, seed):"
+        },
+        {
+          "line": 55,
+          "text": "        if t == 0 and seed is not None:"
+        },
+        {
+          "line": 56,
+          "text": "            i = lookup[seed]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/report.py",
+      "sha256": "76a21eca32ff8caba88ab84616e226e687dd0d2df5da62816c81b5ba08297394",
+      "bytes": 5237,
+      "seed_rng_line_evidence": [
+        {
+          "line": 29,
+          "text": "        'One forced seed spike at step 0 except the no-input control; no subsequent input; observed for 1 s. Late window=500–1,000 ms.',"
+        },
+        {
+          "line": 42,
+          "text": "        'The usable-learning gate remains unmet: independent evaluation, A-vs-neutral-B specificity in MBON/downstream, multiple training seeds and conditioning controls still required.',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/lif-semantics-audit-v1/test_math.py",
+      "sha256": "9ee96ed78bfa692b12f0db6862087a19dc351c4afd9bb94cf02733ec6a002f01",
+      "bytes": 2902,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/baseline.yaml",
+      "sha256": "3bfa07b2fa1378d9f3c8d38ac323b2897871c37a7f686d3a19e25a81b5a06e83",
+      "bytes": 2713,
+      "seed_rng_line_evidence": [
+        {
+          "line": 78,
+          "text": "    seed: 41001"
+        },
+        {
+          "line": 82,
+          "text": "    seed: 41002"
+        },
+        {
+          "line": 86,
+          "text": "    seed: 41003"
+        },
+        {
+          "line": 89,
+          "text": "  seed: 41100"
+        },
+        {
+          "line": 109,
+          "text": "  seed: 41000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/brain_runtime.py",
+      "sha256": "1c4e3e6f06708bfec30b24e92297f320b2b8b87ebbbe6da501f5f2db4f74762a",
+      "bytes": 23822,
+      "seed_rng_line_evidence": [
+        {
+          "line": 187,
+          "text": "    def reset(self, seed: int, initial_state: dict[str, Any] | None = None) -> dict[str, Any]:"
+        },
+        {
+          "line": 188,
+          "text": "        self.seed = int(seed)"
+        },
+        {
+          "line": 189,
+          "text": "        self.generator = torch.Generator(device=self.device); self.generator.manual_seed(self.seed)"
+        },
+        {
+          "line": 255,
+          "text": "                    selected = torch.rand(len(targets), generator=self.generator, device=self.device) < (values * self.dt / 1000.0)"
+        },
+        {
+          "line": 261,
+          "text": "                    selected = torch.rand(len(targets), generator=self.generator, device=self.device) < (torch.abs(values) * self.dt / 1000.0)"
+        },
+        {
+          "line": 376,
+          "text": "            \"sequence_id\": self.sequence_id, \"seed\": self.seed,"
+        },
+        {
+          "line": 385,
+          "text": "            \"api_version\": API_VERSION, \"seed\": self.seed, \"simulation_step\": self.simulation_step,"
+        },
+        {
+          "line": 398,
+          "text": "        self.seed = int(state[\"seed\"]); self.simulation_step = int(state[\"simulation_step\"]); self.sequence_id = int(state[\"sequence_id\"])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/frozen_interface.py",
+      "sha256": "4e4142cd5e866cfdbc9d56ffdff5eac9081a79e00c1658611f326447013b8fdb",
+      "bytes": 1229,
+      "seed_rng_line_evidence": [
+        {
+          "line": 23,
+          "text": "    def sample(self, seed: int, temperature: float = 1.0, epsilon: float = 0.0) -> int:"
+        },
+        {
+          "line": 26,
+          "text": "        rng = np.random.default_rng(seed)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/odor_coverage_diagnostics.py",
+      "sha256": "309ccee0bae28539e4d3ba0ebee6ebdfddfbe64e48c40347a594888de06a1306",
+      "bytes": 3126,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4a.py",
+      "sha256": "34d8568cb36e109f3c5a052d45ba5ca20a7c481ff3037d9af6fe987c833043ae",
+      "bytes": 30726,
+      "seed_rng_line_evidence": [
+        {
+          "line": 214,
+          "text": "        rng = np.random.default_rng(int(test[\"seed\"]))"
+        },
+        {
+          "line": 266,
+          "text": "    generator.manual_seed(int(test[\"seed\"]))"
+        },
+        {
+          "line": 296,
+          "text": "            chosen = torch.rand(targets.numel(), generator=generator, device=device) < probability"
+        },
+        {
+          "line": 380,
+          "text": "def induced_subgraph(indptr: np.ndarray, indices: np.ndarray, effective: np.ndarray, n: int, size: int, seed: int) -> dict[str, np.ndarray]:"
+        },
+        {
+          "line": 381,
+          "text": "    rng = np.random.default_rng(seed)"
+        },
+        {
+          "line": 483,
+          "text": "    sub = induced_subgraph(indptr, indices, effective, n, int(spec[\"subgraph_neurons\"]), int(spec[\"seed\"]))"
+        },
+        {
+          "line": 496,
+          "text": "        \"seed\": int(spec[\"seed\"]),"
+        },
+        {
+          "line": 540,
+          "text": "    random.seed(int(cfg[\"reproducibility\"][\"seed\"]))"
+        },
+        {
+          "line": 541,
+          "text": "    np.random.seed(int(cfg[\"reproducibility\"][\"seed\"]))"
+        },
+        {
+          "line": 542,
+          "text": "    torch.manual_seed(int(cfg[\"reproducibility\"][\"seed\"]))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4b.py",
+      "sha256": "693468685a7ff3db1d09a088e0bbdaa78c595d64086b27e9cc18abceb4c7d174",
+      "bytes": 64615,
+      "seed_rng_line_evidence": [
+        {
+          "line": 504,
+          "text": "        seed: int, duration_ms: float, w_syn: float, log_events: bool,"
+        },
+        {
+          "line": 526,
+          "text": "        generator.manual_seed(int(seed))"
+        },
+        {
+          "line": 591,
+          "text": "            poisson = torch.rand(targets.numel(), generator=generator, device=self.device) < probability"
+        },
+        {
+          "line": 706,
+          "text": "            \"seed\": int(seed),"
+        },
+        {
+          "line": 771,
+          "text": "    rng = np.random.default_rng(int(spec[\"seed\"]))"
+        },
+        {
+          "line": 798,
+          "text": "        \"selection\": \"uniform random without replacement using fixed seed; induced directed edges\","
+        },
+        {
+          "line": 799,
+          "text": "        \"seed\": int(spec[\"seed\"]),"
+        },
+        {
+          "line": 819,
+          "text": "    path = trial_path(exp, category, result[\"population\"], result[\"rate_hz\"], result[\"seed\"], result[\"w_syn_mv\"])"
+        },
+        {
+          "line": 824,
+          "text": "def trial_path(exp: Path, category: str, population: str, rate: float, seed: int, weight: float) -> Path:"
+        },
+        {
+          "line": 825,
+          "text": "    safe = f\"{population}-rate{float(rate):g}-seed{int(seed)}-w{float(weight):g}.json\""
+        },
+        {
+          "line": 911,
+          "text": "    rng = random.Random(int(cfg[\"causal_validation\"][\"seed\"]))"
+        },
+        {
+          "line": 978,
+          "text": "        \"population\", \"population_neurons\", \"rate_hz\", \"seed\", \"w_syn_mv\","
+        },
+        {
+          "line": 1002,
+          "text": "    random.seed(int(cfg[\"reproducibility\"][\"global_seed\"]))"
+        },
+        {
+          "line": 1003,
+          "text": "    np.random.seed(int(cfg[\"reproducibility\"][\"global_seed\"]))"
+        },
+        {
+          "line": 1004,
+          "text": "    torch.manual_seed(int(cfg[\"reproducibility\"][\"global_seed\"]))"
+        },
+        {
+          "line": 1050,
+          "text": "    total_baseline = len(masks) * len(cfg[\"baseline_sweep\"][\"rates_hz\"]) * len(cfg[\"baseline_sweep\"][\"seeds\"])"
+        },
+        {
+          "line": 1055,
+          "text": "            for seed in cfg[\"baseline_sweep\"][\"seeds\"]:"
+        },
+        {
+          "line": 1057,
+          "text": "                LOG.info(\"baseline trial %d/%d population=%s rate=%s seed=%s\", trial_number, total_baseline, population, rate, seed)"
+        },
+        {
+          "line": 1058,
+          "text": "                checkpoint = trial_path(exp, \"baseline-trials\", population, float(rate), int(seed), baseline_w)"
+        },
+        {
+          "line": 1064,
+          "text": "                        population, targets, distances[population], float(rate), int(seed),"
+        },
+        {
+          "line": 1085,
+          "text": "            int(cfg[\"weight_sweep\"][\"seed\"]), float(weight),"
+        },
+        {
+          "line": 1093,
+          "text": "                int(cfg[\"weight_sweep\"][\"seed\"]), float(cfg[\"weight_sweep\"][\"duration_ms\"]), float(weight), False,"
+        },
+        {
+          "line": 1100,
+          "text": "        \"controlled_seed\": cfg[\"weight_sweep\"][\"seed\"],"
+        },
+        {
+          "line": 1110,
+          "text": "        rate_hz=float(cfg[\"performance\"][\"rate_hz\"]), seed=int(cfg[\"performance\"][\"seed\"]),"
+        },
+        {
+          "line": 1143,
+          "text": "        int(cfg[\"profiler\"][\"seed\"]), float(cfg[\"profiler\"][\"duration_ms\"]), baseline_w,"
+        },
+        {
+          "line": 1151,
+          "text": "        int(cfg[\"profiler\"][\"seed\"]), float(cfg[\"profiler\"][\"duration_ms\"]), baseline_w,"
+        },
+        {
+          "line": 1172,
+          "text": "        LOG.info(\"causal trial population=%s rate=%s seed=%s\", causal_pop, selected[\"rate_hz\"], selected[\"seed\"])"
+        },
+        {
+          "line": 1174,
+          "text": "            causal_pop, causal_targets, distances[causal_pop], float(selected[\"rate_hz\"]), int(selected[\"seed\"]),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4b.yaml",
+      "sha256": "3c8651a903302845020917e8c7fee5caa39b6d2bef167a8a448c1a7560689414",
+      "bytes": 2949,
+      "seed_rng_line_evidence": [
+        {
+          "line": 59,
+          "text": "  seeds: [42001, 42002, 42003]"
+        },
+        {
+          "line": 66,
+          "text": "  seed: 42100"
+        },
+        {
+          "line": 85,
+          "text": "  seed: 42200"
+        },
+        {
+          "line": 93,
+          "text": "  seed: 42201"
+        },
+        {
+          "line": 100,
+          "text": "  seed: 42300"
+        },
+        {
+          "line": 104,
+          "text": "  seed: 42400"
+        },
+        {
+          "line": 115,
+          "text": "  global_seed: 42000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4c.py",
+      "sha256": "5ec83a132deb8ba20e62dab485537c2414016fe2fece546198d61c0668d75b6b",
+      "bytes": 43906,
+      "seed_rng_line_evidence": [
+        {
+          "line": 277,
+          "text": "                    seed: int, device: torch.device) -> torch.Tensor:"
+        },
+        {
+          "line": 280,
+          "text": "    generator.manual_seed(seed)"
+        },
+        {
+          "line": 284,
+          "text": "        forced[step].copy_((torch.rand(target_count, generator=generator, device=device) < probability).to(torch.uint8))"
+        },
+        {
+          "line": 354,
+          "text": "    def run(self, backend: str, targets_np: np.ndarray, rate_hz: float, seed: int,"
+        },
+        {
+          "line": 364,
+          "text": "        forced = forced_override if forced_override is not None else generate_forced(steps, len(targets_np), rate_hz, dt, seed, self.device)"
+        },
+        {
+          "line": 532,
+          "text": "    spec = cfg[\"visual_dynamics\"]; duration = float(spec[\"duration_ms\"]); rate = float(spec[\"rate_hz\"]); seed = int(spec[\"seed\"])"
+        },
+        {
+          "line": 536,
+          "text": "    tests.append((\"A-forced-histaminergic-sensory\", sensory, rate, seed, None, \"engineering forcing of sensory output spikes\"))"
+        },
+        {
+          "line": 538,
+          "text": "    tonic = generate_forced(steps, len(sensory), float(spec[\"tonic_histamine_baseline_hz\"]), float(cfg[\"model\"][\"dt_ms\"]), seed + 1, runtime.device)"
+        },
+        {
+          "line": 540,
+          "text": "    mod = generate_forced(steps - mod_start, len(sensory), float(spec[\"modulation_rate_hz\"]), float(cfg[\"model\"][\"dt_ms\"]), seed + 2, runtime.device)"
+        },
+        {
+          "line": 542,
+          "text": "    tests.append((\"B-tonic-histamine-rate-modulation\", sensory, 0.0, seed + 1, tonic, \"exploratory tonic output plus rate modulation; not baseline\"))"
+        },
+        {
+          "line": 545,
+          "text": "    tests.append((\"C-first-order-external-input\", first, rate, seed + 3, None, \"engineering input interface moved to real first-order targets\"))"
+        },
+        {
+          "line": 546,
+          "text": "    tests.append((\"C-second-order-external-input\", second, rate, seed + 4, None, \"engineering input interface moved to real second-order targets\"))"
+        },
+        {
+          "line": 552,
+          "text": "        tests.append((f\"D-layer-{name}\", targets, rate, seed + 10 + j, None, f\"engineering external input at hierarchy layer {name}\"))"
+        },
+        {
+          "line": 553,
+          "text": "    for name, targets, hz, trial_seed, override, interpretation in tests:"
+        },
+        {
+          "line": 555,
+          "text": "        run = runtime.run(\"eager\", targets, hz, trial_seed, duration, False, forced_override=override)"
+        },
+        {
+          "line": 658,
+          "text": "        ref = runtime.run(\"eager\", targets, float(spec[\"rate_hz\"]), int(spec[\"seed\"]), float(spec[\"duration_ms\"]), True)"
+        },
+        {
+          "line": 664,
+          "text": "            cand = runtime.run(backend, targets, float(spec[\"rate_hz\"]), int(spec[\"seed\"]), float(spec[\"duration_ms\"]), True)"
+        },
+        {
+          "line": 685,
+          "text": "                run = runtime.run(backend, auditory, float(cfg[\"benchmark\"][\"rate_hz\"]), int(cfg[\"benchmark\"][\"seed\"]), duration, False, monitor=True)"
+        },
+        {
+          "line": 714,
+          "text": "            candidate = runtime.run(backend, targets, float(audit_spec[\"rate_hz\"]), int(audit_spec[\"seed\"]), 1000.0, True)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4c.yaml",
+      "sha256": "0734ffb3a99231b40db2052dea0f2d21efd5dad8d11d17d4731b952811ba5071",
+      "bytes": 3143,
+      "seed_rng_line_evidence": [
+        {
+          "line": 64,
+          "text": "  - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 65,
+          "text": "  - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 66,
+          "text": "  - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 67,
+          "text": "  - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 68,
+          "text": "  - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 73,
+          "text": "  seed: 43100"
+        },
+        {
+          "line": 81,
+          "text": "  seed: 43200"
+        },
+        {
+          "line": 93,
+          "text": "  global_seed: 43000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4d.py",
+      "sha256": "9ed8e4246252bdfc590c88e2993b7e105f278c6c4943e1c688f387c1cf54aeb7",
+      "bytes": 34442,
+      "seed_rng_line_evidence": [
+        {
+          "line": 142,
+          "text": "    rng = np.random.default_rng(int(cfg[\"synthetic_patterns\"][\"deterministic_seed\"]))"
+        },
+        {
+          "line": 214,
+          "text": "            for seed in cfg[\"window_experiment\"][\"seeds\"]:"
+        },
+        {
+          "line": 217,
+          "text": "                    runtime.reset(int(seed)); batch, _ = make_source_batch(cfg, runtime, adapter, source, 0.0, float(window), pattern_cache)"
+        },
+        {
+          "line": 225,
+          "text": "                    \"source\": source, \"window_ms\": float(window), \"seed\": int(seed),"
+        },
+        {
+          "line": 268,
+          "text": "        period = float(period); runtime.reset(int(cfg[\"continuous_control\"][\"seed\"]))"
+        },
+        {
+          "line": 332,
+          "text": "        for seed in (44301, 44302, 44303):"
+        },
+        {
+          "line": 333,
+          "text": "            runtime.reset(seed); batch = adapter.encode(mode, values, 0.0, 100.0, \"separability\", name)"
+        },
+        {
+          "line": 335,
+          "text": "            trial_rows.append({\"pattern\": name, \"seed\": seed, \"active_channels\": int(np.count_nonzero(values)), \"feature_norm\": float(np.linalg.norm(f)), **output_stats(runtime, 100.0)})"
+        },
+        {
+          "line": 374,
+          "text": "        \"reset_same_seed_continuous_chunk_spikes_exact\": bool(np.array_equal(one[\"step\"], two[\"step\"]) and np.array_equal(one[\"neuron_idx\"], two[\"neuron_idx\"])),"
+        },
+        {
+          "line": 387,
+          "text": "    result[\"all_passed\"] = all(result[k] for k in (\"reset_same_seed_continuous_chunk_spikes_exact\", \"continuous_step_does_not_reset_clock\", \"checkpoint_restore_spikes_exact\", \"checkpoint_restore_voltage_exact\", \"timestamps_present\", \"readout_modes_passed\"))"
+        },
+        {
+          "line": 403,
+          "text": "        runtime.reset(int(spec[\"seed\"])); t0 = time.perf_counter(); runtime.step(batch, float(spec[\"duration_ms\"])); wall = time.perf_counter() - t0"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4d.yaml",
+      "sha256": "e94301362e630e59fa248f883ae09d369dce720bce970d0d2f47ef6a6ed36a2a",
+      "bytes": 3175,
+      "seed_rng_line_evidence": [
+        {
+          "line": 73,
+          "text": "  seeds: [44001, 44002]"
+        },
+        {
+          "line": 79,
+          "text": "  seed: 44100"
+        },
+        {
+          "line": 85,
+          "text": "  deterministic_seed: 44200"
+        },
+        {
+          "line": 90,
+          "text": "    - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 91,
+          "text": "    - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 92,
+          "text": "    - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 93,
+          "text": "    - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 94,
+          "text": "    - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4e.py",
+      "sha256": "a56fead8424e4e79be370dade0a86fec10438348968819481960b0b693411f73",
+      "bytes": 43339,
+      "seed_rng_line_evidence": [
+        {
+          "line": 53,
+          "text": "def stable_seed(base: int, text: str) -> int:"
+        },
+        {
+          "line": 234,
+          "text": "def subset(nodes: np.ndarray, percent: float, seed: int, offset: int = 0) -> np.ndarray:"
+        },
+        {
+          "line": 236,
+          "text": "    order = np.random.default_rng(seed).permutation(len(nodes))"
+        },
+        {
+          "line": 265,
+          "text": "def run_trial(runtime: BrainRuntime, batch: InputBatch, targets: np.ndarray, duration: float, seed: int,"
+        },
+        {
+          "line": 267,
+          "text": "    runtime.reset(seed)"
+        },
+        {
+          "line": 297,
+          "text": "        \"seed\": seed, \"requested_biological_ms\": duration, \"simulated_biological_ms\": runtime.simulation_time_ms,"
+        },
+        {
+          "line": 337,
+          "text": "        nodes = subset(populations[layer], float(cal[\"fixed_sparsity_percent\"]), stable_seed(int(cal[\"seed\"]), layer))"
+        },
+        {
+          "line": 341,
+          "text": "        rec, _ = run_trial(runtime, batch, nodes, float(cal[\"trial_duration_ms\"]), int(cal[\"seed\"]) + i, distances[layer], cfg)"
+        },
+        {
+          "line": 347,
+          "text": "        seed0 = stable_seed(int(cal[\"seed\"]), layer)"
+        },
+        {
+          "line": 348,
+          "text": "        nodes = subset(populations[layer], float(cal[\"fixed_sparsity_percent\"]), seed0)"
+        },
+        {
+          "line": 355,
+          "text": "            rec, _ = run_trial(runtime, batch, nodes, float(cal[\"trial_duration_ms\"]), seed0 + int(multiplier * 10), distances[layer], cfg)"
+        },
+        {
+          "line": 365,
+          "text": "                rec, _ = run_trial(runtime, batch, nodes, float(cal[\"trial_duration_ms\"]), seed0 + int(multiplier * 10), distances[layer], cfg)"
+        },
+        {
+          "line": 378,
+          "text": "        seed0 = stable_seed(int(cal[\"seed\"]), layer)"
+        },
+        {
+          "line": 379,
+          "text": "        fixed_nodes = subset(populations[layer], float(cal[\"fixed_sparsity_percent\"]), seed0)"
+        },
+        {
+          "line": 382,
+          "text": "            rec, _ = run_trial(runtime, batch, fixed_nodes, float(cal[\"trial_duration_ms\"]), seed0 + int(rate), distances[layer], cfg)"
+        },
+        {
+          "line": 387,
+          "text": "            nodes = subset(populations[layer], sp, seed0)"
+        },
+        {
+          "line": 389,
+          "text": "            rec, _ = run_trial(runtime, batch, nodes, float(cal[\"trial_duration_ms\"]), seed0 + int(sp * 100), distances[layer], cfg)"
+        },
+        {
+          "line": 400,
+          "text": "        seed0 = stable_seed(int(cal[\"seed\"]), layer)"
+        },
+        {
+          "line": 402,
+          "text": "            nodes = subset(populations[layer], float(chosen[\"sparsity_percent\"]), seed0)"
+        },
+        {
+          "line": 404,
+          "text": "            rec, _ = run_trial(runtime, batch, nodes, window, seed0 + int(window * 10), distances[layer], cfg)"
+        },
+        {
+          "line": 427,
+          "text": "                  duration: float, seed: int, cfg: dict[str, Any], sparse_percent: float | None = None) -> tuple[InputBatch, np.ndarray]:"
+        },
+        {
+          "line": 431,
+          "text": "    order = np.random.default_rng(seed).permutation(len(all_nodes)); sparse_a = np.sort(all_nodes[order[:count]].astype(np.int64))"
+        },
+        {
+          "line": 435,
+          "text": "    elif kind == \"dense\": nodes = subset(all_nodes, float(cfg[\"patterns\"][\"dense_percent\"]), seed)"
+        },
+        {
+          "line": 458,
+          "text": "            for seed in map(int, cfg[\"patterns\"][\"seeds\"]):"
+        },
+        {
+          "line": 459,
+          "text": "                batch, nodes = pattern_batch(layer, populations, kind, float(condition[\"rate_hz\"]), float(condition[\"amplitude_mv\"]), duration, seed, cfg,"
+        },
+        {
+          "line": 461,
+          "text": "                rec, cap = run_trial(runtime, batch, nodes, duration, seed, distances[layer], cfg, capture=True)"
+        },
+        {
+          "line": 463,
+          "text": "                drive_counts[f\"{kind}-{seed}\"] = rec[\"external_drive_events\"]"
+        },
+        {
+          "line": 468,
+          "text": "        det_seed = int(cfg[\"patterns\"][\"seeds\"][0])"
+        },
+        {
+          "line": 469,
+          "text": "        batch, nodes = pattern_batch(layer, populations, \"sparse-A\", float(condition[\"rate_hz\"]), float(condition[\"amplitude_mv\"]), duration, det_seed, cfg,"
+        },
+        {
+          "line": 471,
+          "text": "        _, c1 = run_trial(runtime, batch, nodes, duration, det_seed, distances[layer], cfg, capture=True)"
+        },
+        {
+          "line": 472,
+          "text": "        _, c2 = run_trial(runtime, batch, nodes, duration, det_seed, distances[layer], cfg, capture=True)"
+        },
+        {
+          "line": 475,
+          "text": "        matched = all(drive_counts[f\"sparse-A-{s}\"] == drive_counts[f\"sparse-B-{s}\"] for s in map(int, cfg[\"patterns\"][\"seeds\"]))"
+        },
+        {
+          "line": 512,
+          "text": "        runtime.reset(int(cfg[\"continuous\"][\"seed\"])); intervals = []; previous = None"
+        },
+        {
+          "line": 517,
+          "text": "                                          int(cfg[\"continuous\"][\"seed\"]), cfg,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4e.yaml",
+      "sha256": "708b6bb75b82a967f8c1e65cce646f080a79f7b6048ca72e61de1dc184d9923a",
+      "bytes": 4590,
+      "seed_rng_line_evidence": [
+        {
+          "line": 54,
+          "text": "  seed: 45000"
+        },
+        {
+          "line": 81,
+          "text": "  seeds: [45101, 45102, 45103]"
+        },
+        {
+          "line": 87,
+          "text": "  seed: 45200"
+        },
+        {
+          "line": 95,
+          "text": "    - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 96,
+          "text": "    - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 97,
+          "text": "    - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 98,
+          "text": "    - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 99,
+          "text": "    - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4f_extract_retinotopy.py",
+      "sha256": "6df36ecf4b6aa5565c1f3c10345fe997a2c3eefe88e42e0b194be272ce83e233",
+      "bytes": 3795,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4f.py",
+      "sha256": "5524ac0565b9e2a2f96d7a062109c27fe64365fcaaef44ee7b7ded7d3318fe50",
+      "bytes": 37799,
+      "seed_rng_line_evidence": [
+        {
+          "line": 348,
+          "text": "def run_trial(cfg: dict[str, Any], runtime: BrainRuntime, batch: InputBatch, union: np.ndarray, seed: int,"
+        },
+        {
+          "line": 350,
+          "text": "    runtime.reset(seed); t0 = time.perf_counter(); runtime.step(batch, float(cfg[\"encoder\"][\"trial_duration_ms\"])); brain_wall = time.perf_counter()-t0"
+        },
+        {
+          "line": 361,
+          "text": "    record = {\"route\": route, \"pattern\": pattern, \"seed\": seed, \"biological_ms\": runtime.simulation_time_ms,"
+        },
+        {
+          "line": 374,
+          "text": "    np.savez_compressed(trial_dir/f\"{pattern}-seed{seed}.npz\", step=steps, neuron_idx=nodes, **{f\"counts_{k}\": v for k,v in counts.items()})"
+        },
+        {
+          "line": 375,
+          "text": "    write_json(trial_dir/f\"{pattern}-seed{seed}.json\", record)"
+        },
+        {
+          "line": 397,
+          "text": "            for pattern, seeds in patterns.items():"
+        },
+        {
+          "line": 398,
+          "text": "                vals = [seeds[s][readout] for s in sorted(seeds)]"
+        },
+        {
+          "line": 410,
+          "text": "                route_result[\"matched_pairs\"].setdefault(key,{})[readout]={\"same_seed\":same,\"between_condition_mean\":mean_between,"
+        },
+        {
+          "line": 465,
+          "text": "            for seed in map(int,cfg[\"encoder\"][\"seeds\"]):"
+        },
+        {
+          "line": 466,
+          "text": "                rec,counts=run_trial(cfg,runtime,batch,union,seed,groups,exp,route,pattern)"
+        },
+        {
+          "line": 468,
+          "text": "                trial_records.append(rec); features[route][pattern][seed]=counts"
+        },
+        {
+          "line": 469,
+          "text": "    # Exact repeatability with the same seed, input, and initial state."
+        },
+        {
+          "line": 472,
+          "text": "        batch,union,_=encode_pattern(cfg,route,\"left-spot\",pool); seed=int(cfg[\"encoder\"][\"seeds\"][0])"
+        },
+        {
+          "line": 473,
+          "text": "        runtime.reset(seed); runtime.step(batch,float(cfg[\"encoder\"][\"trial_duration_ms\"])); a=runtime.read_spikes()"
+        },
+        {
+          "line": 474,
+          "text": "        runtime.reset(seed); runtime.step(batch,float(cfg[\"encoder\"][\"trial_duration_ms\"])); b=runtime.read_spikes()"
+        },
+        {
+          "line": 480,
+          "text": "        for seed in map(int,cfg[\"encoder\"][\"seeds\"]):"
+        },
+        {
+          "line": 481,
+          "text": "            vals=[x[\"external_event_count\"] for x in trial_records if x[\"route\"]==route and x[\"seed\"]==seed]"
+        },
+        {
+          "line": 482,
+          "text": "            amps=[x[\"external_total_amplitude_mv\"] for x in trial_records if x[\"route\"]==route and x[\"seed\"]==seed]"
+        },
+        {
+          "line": 483,
+          "text": "            matched[route][str(seed)]={\"event_counts\":sorted(set(vals)),\"amplitudes_mv\":sorted(set(amps)),\"matched\":len(set(vals))==1 and len(set(amps))==1}"
+        },
+        {
+          "line": 505,
+          "text": "             \"matched_input_energy\":all_matched,\"same_seed_exact_reproducibility\":deterministic,\"real_anatomical_multi_hop\":multi_hop,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4f.yaml",
+      "sha256": "52393d2c9ad019ceb61de9168dc809ec52aec72b3c66f1b9708d22c0808f678d",
+      "bytes": 4359,
+      "seed_rng_line_evidence": [
+        {
+          "line": 56,
+          "text": "  seeds: [46101, 46102, 46103]"
+        },
+        {
+          "line": 97,
+          "text": "    - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 98,
+          "text": "    - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 99,
+          "text": "    - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 100,
+          "text": "    - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 101,
+          "text": "    - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4g.py",
+      "sha256": "c82ff049336a4815690d4060f001c77266fe70d9e62ec6a940741d9fa9721e4f",
+      "bytes": 40435,
+      "seed_rng_line_evidence": [
+        {
+          "line": 66,
+          "text": "def stable_seed(base:int,text:str)->int:"
+        },
+        {
+          "line": 72,
+          "text": "    for split,key in ((\"train\",\"train_stimulus_seeds\"),(\"held-out\",\"evaluation_stimulus_seeds\")):"
+        },
+        {
+          "line": 73,
+          "text": "        for seed in cfg[\"dataset\"][key]:"
+        },
+        {
+          "line": 74,
+          "text": "            rng=np.random.default_rng(int(seed))"
+        },
+        {
+          "line": 78,
+          "text": "                sign=-1 if int(seed)%2 else 1"
+        },
+        {
+          "line": 82,
+          "text": "                rows.append({\"sample_id\":len(rows),\"split\":split,\"stimulus_seed\":int(seed),\"pattern\":pattern,"
+        },
+        {
+          "line": 161,
+          "text": "    out=exp/\"random-connectome\";out.mkdir(parents=True,exist_ok=True);seed=int(cfg[\"controls\"][\"graph_seed\"]);rng=np.random.default_rng(seed)"
+        },
+        {
+          "line": 168,
+          "text": "    audit={\"edge_count\":len(real),\"neurons\":rt.n,\"seed\":seed,\"real_indices_sha256\":sha256(Path(cfg[\"paths\"][\"connectome_root\"])/\"gpu/csr-indices.int32.npy\"),"
+        },
+        {
+          "line": 181,
+          "text": "    rng=np.random.default_rng(47901 if route==\"route-a\" else 47902);w=rng.normal(size=(x.shape[1],128)).astype(np.float32);b=rng.uniform(0,2*np.pi,128).astype(np.float32)"
+        },
+        {
+          "line": 210,
+          "text": "                rt.reset(int(row.stimulus_seed));last=0"
+        },
+        {
+          "line": 219,
+          "text": "                records.append({\"graph\":graph,\"route\":route,\"sample_id\":row.sample_id,\"pattern\":row.pattern,\"split\":row.split,\"stimulus_seed\":row.stimulus_seed,"
+        },
+        {
+          "line": 230,
+          "text": "    # Exact matched-energy audit by graph, route, split seed and window."
+        },
+        {
+          "line": 236,
+          "text": "            for split,seed in samples[[\"split\",\"stimulus_seed\"]].drop_duplicates().itertuples(index=False):"
+        },
+        {
+          "line": 237,
+          "text": "                ids=samples.index[(samples.split==split)&(samples.stimulus_seed==seed)].to_numpy();entry[f\"{split}-{seed}\"]={}"
+        },
+        {
+          "line": 240,
+          "text": "                    entry[f\"{split}-{seed}\"][str(w)]={\"event_counts\":sorted(set(map(int,counts))),\"amplitude_mv\":sorted(set(map(float,amps))),\"matched\":len(set(counts))==1 and len(set(amps))==1}"
+        },
+        {
+          "line": 259,
+          "text": "def fit_model(x:np.ndarray,y:np.ndarray,test_x:np.ndarray,test_y:np.ndarray,capacity:str,classes:int,seed:int,cfg:dict[str,Any])->tuple[dict[str,Any],dict[str,Any]]:"
+        },
+        {
+          "line": 260,
+          "text": "    torch.manual_seed(seed);mean=x.mean(0);std=x.std(0);std[std<1e-6]=1"
+        },
+        {
+          "line": 291,
+          "text": "    capacities=cfg[\"training\"][\"capacities\"];seeds=list(map(int,cfg[\"training\"][\"model_seeds\"]));windows=list(map(int,cfg[\"dataset\"][\"biological_windows_ms\"]));readouts=[\"visual-projection\",\"central-downstream\",\"descending\",\"motor-related\"]"
+        },
+        {
+          "line": 300,
+          "text": "                    tr,ytr,te,yte=task_data(samples,spec);pilot_train=tr[samples.iloc[tr].stimulus_seed.to_numpy()!=cfg[\"dataset\"][\"train_stimulus_seeds\"][-1]];pilot_y=ytr[samples.iloc[tr].stimulus_seed.to_numpy()!=cfg[\"dataset\"][\"train_stimulus_seeds\"][-1]]"
+        },
+        {
+          "line": 301,
+          "text": "                    val=tr[samples.iloc[tr].stimulus_seed.to_numpy()==cfg[\"dataset\"][\"train_stimulus_seeds\"][-1]];val_y=ytr[samples.iloc[tr].stimulus_seed.to_numpy()==cfg[\"dataset\"][\"train_stimulus_seeds\"][-1]]"
+        },
+        {
+          "line": 305,
+          "text": "                            x=reduce_bins(features[graph][route][f\"w{w}_{read}\"],int(cspec[\"feature_bins\"]));_,r=fit_model(x[pilot_train],pilot_y,x[val],val_y,cap,int(spec[\"classes\"]),seeds[0],cfg);pilot.append((r[\"accuracy\"],w,read))"
+        },
+        {
+          "line": 308,
+          "text": "                    for seed in seeds:"
+        },
+        {
+          "line": 309,
+          "text": "                        _,r=fit_model(x[tr],ytr,x[te],yte,cap,int(spec[\"classes\"]),seed,cfg);r[\"seed\"]=seed;runs.append(r)"
+        },
+        {
+          "line": 323,
+          "text": "                for seed in seeds:"
+        },
+        {
+          "line": 324,
+          "text": "                    fixed,base=fit_model(a[tr],ytr,a[te],yte,cap,int(spec[\"classes\"]),seed,cfg)"
+        },
+        {
+          "line": 332,
+          "text": "                    xm=selected_matrix(a,b,samples,choice);logits=predict(fixed,xm[te]);pred=logits.argmax(1);bruns.append({\"seed\":seed,\"accuracy\":float(np.mean(pred==yte)),\"route_choice\":choice,\"decoder_parameters\":base[\"trainable_parameters\"],\"encoder_parameters\":int(cspec[\"encoder_parameters\"])})"
+        },
+        {
+          "line": 336,
+          "text": "                        xm=selected_matrix(a,b,samples,cchoice);joint,_=fit_model(xm[tr],ytr,xm[te],yte,cap,int(spec[\"classes\"]),seed,cfg)"
+        },
+        {
+          "line": 346,
+          "text": "                    xm=selected_matrix(a,b,samples,cchoice);joint,jr=fit_model(xm[tr],ytr,xm[te],yte,cap,int(spec[\"classes\"]),seed,cfg);jr.update({\"seed\":seed,\"route_choice\":cchoice,\"encoder_parameters\":int(cspec[\"encoder_parameters\"])});cruns.append(jr)"
+        },
+        {
+          "line": 347,
+          "text": "                    best_bundles[(graph,cap,task,seed)]={\"bundle\":joint,\"choice\":cchoice,\"window\":w,\"readout\":read,\"accuracy\":jr[\"accuracy\"]}"
+        },
+        {
+          "line": 377,
+          "text": "        cap=\"Small\";seed=int(cfg[\"training\"][\"model_seeds\"][0]);item=bundles[(graph,cap,task,seed)];w=item[\"window\"];read=item[\"readout\"]"
+        },
+        {
+          "line": 378,
+          "text": "        a=reduce_bins(features[graph][\"route-a\"][f\"w{w}_{read}\"],128);b=reduce_bins(features[graph][\"route-b\"][f\"w{w}_{read}\"],128);x=selected_matrix(a,b,samples,item[\"choice\"]);base=x[te];rng=np.random.default_rng(47400);conditions={}"
+        },
+        {
+          "line": 420,
+          "text": "    # Select the formal best real joint result by cross-seed mean, never by a single best run."
+        },
+        {
+          "line": 425,
+          "text": "    best_seed=min(cfg[\"training\"][\"model_seeds\"],key=lambda s:abs(bundles[(\"real-malecns\",best_cap,best_task,int(s))][\"accuracy\"]-mean_accuracy));best_bundle=bundles[(\"real-malecns\",best_cap,best_task,int(best_seed))]"
+        },
+        {
+          "line": 444,
+          "text": "    chance=1/int(cfg[\"dataset\"][\"tasks\"][best_task][\"classes\"]);runs=best[\"runs\"];margin=float(cfg[\"success_gate\"][\"stable_accuracy_margin_over_chance\"]);success_seeds=sum(r[\"accuracy\"]>=chance+margin for r in runs)"
+        },
+        {
+          "line": 446,
+          "text": "    stable=success_seeds>=int(cfg[\"success_gate\"][\"successful_model_seed_majority\"]);nonrun=all(not x[\"runaway\"] and x[\"finite\"] for x in records)"
+        },
+        {
+          "line": 451,
+          "text": "    summary={\"status\":status,\"candidate_generated\":passed,\"best\":{\"capacity\":best_cap,\"task\":best_task,\"window_ms\":best[\"window_ms\"],\"readout\":best[\"readout\"],\"held_out_accuracy_mean\":best[\"held_out_accuracy_mean\"],\"held_out_accuracy_std\":best[\"held_out_accuracy_std\"],\"chance\":chance,\"successful_seeds\":success_seeds},"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4g.yaml",
+      "sha256": "678798511cc14181d22a2085dedb412b44a96a966398678c12c27a8c561be042",
+      "bytes": 4795,
+      "seed_rng_line_evidence": [
+        {
+          "line": 47,
+          "text": "  train_stimulus_seeds: [47001, 47002, 47003, 47004, 47005]"
+        },
+        {
+          "line": 48,
+          "text": "  evaluation_stimulus_seeds: [47101, 47102, 47103]"
+        },
+        {
+          "line": 63,
+          "text": "  model_seeds: [47201, 47202, 47203, 47204, 47205]"
+        },
+        {
+          "line": 64,
+          "text": "  evaluation_seeds: [47101, 47102, 47103]"
+        },
+        {
+          "line": 73,
+          "text": "  graph_seed: 47300"
+        },
+        {
+          "line": 89,
+          "text": "    - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 90,
+          "text": "    - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 91,
+          "text": "    - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 92,
+          "text": "    - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 93,
+          "text": "    - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 97,
+          "text": "  successful_model_seed_majority: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4h_audit.py",
+      "sha256": "83128ea0a7276a06c6ce57e4c533d076cf442e28e3b0834e38c4537cc87e1136",
+      "bytes": 20538,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4h_reinforcement_provenance.json",
+      "sha256": "2f1884bc5ab6b1faec8fb2d4d4930d75ee8928dc7bee8d8c15b5f317b5512809",
+      "bytes": 1834,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4h.py",
+      "sha256": "4c310b059ec954e7bc21d71482f1cb6a62b0d979ab25ab4a50d6a4689a5b9524",
+      "bytes": 29381,
+      "seed_rng_line_evidence": [
+        {
+          "line": 128,
+          "text": "    def evaluate(self, cs_name: str, seed: int, delta: np.ndarray) -> dict[str, Any]:"
+        },
+        {
+          "line": 129,
+          "text": "        self.install_delta(delta); self.rt.reset(seed)"
+        },
+        {
+          "line": 153,
+          "text": "            \"seed\": int(seed), \"CS\": cs_name, \"wall_seconds\": wall,"
+        },
+        {
+          "line": 166,
+          "text": "    def update(self, cs_name: str, seed: int, delta: np.ndarray, compartment: str | None,"
+        },
+        {
+          "line": 168,
+          "text": "        self.install_delta(delta); self.rt.reset(seed)"
+        },
+        {
+          "line": 193,
+          "text": "            \"CS\": cs_name, \"seed\": int(seed), \"compartment_verbatim\": compartment,"
+        },
+        {
+          "line": 209,
+          "text": "def eval_pair(experiment: Experiment, seed: int, delta: np.ndarray) -> dict[str, Any]:"
+        },
+        {
+          "line": 210,
+          "text": "    a = experiment.evaluate(\"CS-A\", seed, delta)"
+        },
+        {
+          "line": 211,
+          "text": "    b = experiment.evaluate(\"CS-B\", seed, delta)"
+        },
+        {
+          "line": 222,
+          "text": "def protocol_plan(name: str, cfg: dict[str, Any], reliable: list[str], rng: np.random.Generator) -> list[dict[str, Any]]:"
+        },
+        {
+          "line": 265,
+          "text": "    for name, population, rate, seed in specs:"
+        },
+        {
+          "line": 268,
+          "text": "        rt.reset(seed); rt.step(batch, duration)"
+        },
+        {
+          "line": 338,
+          "text": "        for train_seed, eval_seed in zip(cfg[\"conditioning\"][\"train_seeds\"], cfg[\"conditioning\"][\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 339,
+          "text": "            rng = np.random.default_rng(int(train_seed))"
+        },
+        {
+          "line": 341,
+          "text": "            pre = eval_pair(experiment, int(eval_seed), delta)"
+        },
+        {
+          "line": 346,
+          "text": "                delta, update = experiment.update(item[\"CS\"], int(train_seed) + trial_idx, delta,"
+        },
+        {
+          "line": 351,
+          "text": "                pair = eval_pair(experiment, int(eval_seed), delta)"
+        },
+        {
+          "line": 358,
+          "text": "            post = eval_pair(experiment, int(eval_seed), delta)"
+        },
+        {
+          "line": 361,
+          "text": "                for nominal_ms, extra_seed in zip((0, 1000, 10000), cfg[\"conditioning\"][\"evaluation_seeds\"][:3]):"
+        },
+        {
+          "line": 362,
+          "text": "                    pair = eval_pair(experiment, int(extra_seed), delta)"
+        },
+        {
+          "line": 367,
+          "text": "                \"protocol\": protocol, \"train_seed\": int(train_seed), \"evaluation_seed\": int(eval_seed),"
+        },
+        {
+          "line": 379,
+          "text": "            run_path = protocol_dir / f\"train-{train_seed}-eval-{eval_seed}.json\""
+        },
+        {
+          "line": 381,
+          "text": "            np.savez_compressed(learned / \"plastic-delta\" / f\"{protocol}-seed-{train_seed}.npz\","
+        },
+        {
+          "line": 396,
+          "text": "            \"seeds\": len(rows),"
+        },
+        {
+          "line": 398,
+          "text": "            \"mbon_gain_positive_seeds\": int(sum(row[\"mbon_euclidean_gain\"] > 0 for row in rows)),"
+        },
+        {
+          "line": 400,
+          "text": "            \"downstream_gain_positive_seeds\": int(sum(row[\"downstream_euclidean_gain\"] > 0 for row in rows)),"
+        },
+        {
+          "line": 403,
+          "text": "            \"reversal_signature_seeds\": int(sum(row[\"reversal_balance_sign_changed\"] for row in rows)),"
+        },
+        {
+          "line": 405,
+          "text": "    majority = int(cfg[\"success_gate\"][\"require_minimum_seed_majority\"])"
+        },
+        {
+          "line": 407,
+          "text": "    real_mbon = app[\"mbon_gain_positive_seeds\"] >= majority and av[\"mbon_gain_positive_seeds\"] >= majority"
+        },
+        {
+          "line": 408,
+          "text": "    real_downstream = app[\"downstream_gain_positive_seeds\"] >= majority and av[\"downstream_gain_positive_seeds\"] >= majority"
+        },
+        {
+          "line": 409,
+          "text": "    reversal = by_protocol[\"reversal-learning\"][\"reversal_signature_seeds\"] >= majority"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4h.yaml",
+      "sha256": "5cd3aa12e0aa249004911c7396cab0c80b256b21f8ad21969fea897db7ba2793",
+      "bytes": 4912,
+      "seed_rng_line_evidence": [
+        {
+          "line": 100,
+          "text": "  train_seeds: [48001, 48002, 48003, 48004, 48005]"
+        },
+        {
+          "line": 101,
+          "text": "  evaluation_seeds: [48101, 48102, 48103, 48104, 48105]"
+        },
+        {
+          "line": 117,
+          "text": "  require_minimum_seed_majority: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4i_final_report.json",
+      "sha256": "f4459da6112806eeb718f0d5dc58018f124026d6f37945871e5a19856cde34a6",
+      "bytes": 3611,
+      "seed_rng_line_evidence": [
+        {
+          "line": 5,
+          "text": "    \"reason\": \"Both conditions activated all 4,064 KCs in all five deterministic seeds.\""
+        },
+        {
+          "line": 98,
+          "text": "  \"13_five_seed_consistency\": {"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4i.py",
+      "sha256": "f5a45ba4b41553495ea50e09ae4522f97f78ffb62b7fa690d8eb6e3ed06bd555",
+      "bytes": 46530,
+      "seed_rng_line_evidence": [
+        {
+          "line": 161,
+          "text": "    def run(self, batch: InputBatch, duration_ms: float, seed: int, delta: np.ndarray,"
+        },
+        {
+          "line": 163,
+          "text": "        self.install(delta); self.rt.reset(int(seed)); self.rt.step(batch, float(duration_ms))"
+        },
+        {
+          "line": 225,
+          "text": "    for seed in spec[\"seeds\"]:"
+        },
+        {
+          "line": 229,
+          "text": "                        spec[\"duration_ms\"], int(seed), zero)"
+        },
+        {
+          "line": 236,
+          "text": "        metrics = pair_metrics(vectors[\"A\"][-1], vectors[\"B\"][-1]); metrics[\"seed\"] = int(seed)"
+        },
+        {
+          "line": 240,
+          "text": "    consensus_n = int(spec[\"consensus_seed_count\"]); aa = np.count_nonzero(va > 0, axis=0) >= consensus_n; bb = np.count_nonzero(vb > 0, axis=0) >= consensus_n"
+        },
+        {
+          "line": 253,
+          "text": "                    and sum(x >= float(gate[\"minimum_pair_cosine_distance\"]) for x in pair_cos_dist) >= int(gate[\"majority_seeds\"])"
+        },
+        {
+          "line": 266,
+          "text": "        \"CS_A_targets\": cs_a.tolist(), \"CS_B_targets\": cs_b.tolist(), \"seeds\": spec[\"seeds\"],"
+        },
+        {
+          "line": 267,
+          "text": "        \"per_seed\": records, \"mean_active_jaccard\": mean_j,"
+        },
+        {
+          "line": 272,
+          "text": "        \"KC_subtype_active_seed_hits\": subtype, \"compartment_associated_KC_coverage\": comp_coverage,"
+        },
+        {
+          "line": 286,
+          "text": "    need = int(cfg[\"olfactory_audit\"][\"consensus_seed_count\"])"
+        },
+        {
+          "line": 328,
+          "text": "    rng = np.random.default_rng(49301); random_set = np.sort(rng.choice(remaining, size=size, replace=False).astype(np.int32))"
+        },
+        {
+          "line": 354,
+          "text": "                  seed: int, enabled: bool, d: float, trials: int) -> tuple[np.ndarray, list[dict[str, Any]], pd.DataFrame]:"
+        },
+        {
+          "line": 359,
+          "text": "        run = v.run(batch, v.cfg[\"direct_kc\"][\"evaluation_duration_ms\"], seed + trial, delta)"
+        },
+        {
+          "line": 391,
+          "text": "        for train_seed, eval_seed in zip(dcfg[\"train_seeds\"], dcfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 392,
+          "text": "            pre_a = v.run(fixed_pulse_batch(set_a, pulses, \"pre-A\"), dcfg[\"evaluation_duration_ms\"], eval_seed, zero, target_mbon)"
+        },
+        {
+          "line": 393,
+          "text": "            pre_b = v.run(fixed_pulse_batch(set_b, pulses, \"pre-B\"), dcfg[\"evaluation_duration_ms\"], eval_seed, zero, target_mbon)"
+        },
+        {
+          "line": 394,
+          "text": "            delta, train_records, delta_table = train_overlay(v, train_set, dan, compartment, train_seed, enabled, dvalue, int(dcfg[\"conditioning_trials\"]))"
+        },
+        {
+          "line": 395,
+          "text": "            post_a = v.run(fixed_pulse_batch(set_a, pulses, \"post-A\"), dcfg[\"evaluation_duration_ms\"], eval_seed, delta, target_mbon)"
+        },
+        {
+          "line": 396,
+          "text": "            post_b = v.run(fixed_pulse_batch(set_b, pulses, \"post-B\"), dcfg[\"evaluation_duration_ms\"], eval_seed, delta, target_mbon)"
+        },
+        {
+          "line": 401,
+          "text": "                \"condition\": condition, \"train_seed\": int(train_seed), \"evaluation_seed\": int(eval_seed),"
+        },
+        {
+          "line": 410,
+          "text": "                seed_dir = exp / \"direct-kc-memory\" / f\"seed-{train_seed}\"; seed_dir.mkdir(parents=True, exist_ok=True)"
+        },
+        {
+          "line": 411,
+          "text": "                delta_table[delta_table[\"plastic_delta_mv\"] != 0].to_parquet(seed_dir / \"updated-edges.parquet\", index=False)"
+        },
+        {
+          "line": 412,
+          "text": "                np.savez_compressed(seed_dir / \"plastic-overlay.npz\", edge_id=v.edge_ids, plastic_delta_mv=delta)"
+        },
+        {
+          "line": 413,
+          "text": "                write_json(seed_dir / \"responses.json\", row); matched_details.append(row)"
+        },
+        {
+          "line": 415,
+          "text": "            \"seeds\": len(rows), \"changed_edges_mean\": float(np.mean([x[\"changed_edges\"] for x in rows])),"
+        },
+        {
+          "line": 417,
+          "text": "            \"A_MBON_spike_change_seeds\": int(sum(x[\"A_effect\"][\"tracked_MBON_spike_l1\"] > 0 for x in rows)),"
+        },
+        {
+          "line": 418,
+          "text": "            \"A_MBON_subthreshold_change_seeds\": int(sum(max(x[\"A_effect\"][\"MBON_final_v_max_abs_change\"], x[\"A_effect\"][\"MBON_final_g_max_abs_change\"]) > 1e-4 for x in rows)),"
+        },
+        {
+          "line": 419,
+          "text": "            \"B_same_effect_or_larger_seeds\": int(sum(x[\"B_effect\"][\"MBON_final_g_mean_abs_change\"] >= x[\"A_effect\"][\"MBON_final_g_mean_abs_change\"] and x[\"B_effect\"][\"tracked_MBON_spike_l1\"] >= x[\"A_effect\"][\"tracked_MBON_spike_l1\"] for x in rows)),"
+        },
+        {
+          "line": 430,
+          "text": "    local_effect = main[\"A_MBON_spike_change_seeds\"] >= majority or main[\"A_MBON_subthreshold_change_seeds\"] >= majority"
+        },
+        {
+          "line": 431,
+          "text": "    b_specific = main[\"B_same_effect_or_larger_seeds\"] < majority"
+        },
+        {
+          "line": 444,
+          "text": "    delta, records, table = train_overlay(v, set_a, dan, target, cfg[\"direct_kc\"][\"train_seeds\"][0], True, 1.0, int(cfg[\"direct_kc\"][\"conditioning_trials\"]))"
+        },
+        {
+          "line": 468,
+          "text": "    baseline = v.run(eval_batch, cfg[\"direct_kc\"][\"evaluation_duration_ms\"], int(tcfg[\"seed\"]), zero, target_mbon)"
+        },
+        {
+          "line": 473,
+          "text": "        training = v.run(batch, float(tcfg[\"trial_duration_ms\"]), int(tcfg[\"seed\"]), zero, target_mbon)"
+        },
+        {
+          "line": 478,
+          "text": "        post = v.run(eval_batch, cfg[\"direct_kc\"][\"evaluation_duration_ms\"], int(tcfg[\"seed\"]), delta, target_mbon)"
+        },
+        {
+          "line": 526,
+          "text": "    changed_path = exp / \"direct-kc-memory\" / f\"seed-{cfg['direct_kc']['train_seeds'][0]}\" / \"updated-edges.parquet\""
+        },
+        {
+          "line": 554,
+          "text": "    for name,pop,rate,seed in specs:"
+        },
+        {
+          "line": 555,
+          "text": "        targets=np.flatnonzero(rt.population_masks[pop]).astype(np.int64);rt.reset(seed);rt.step(poisson_batch(targets,rate,1000.0,name),1000.0)"
+        },
+        {
+          "line": 583,
+          "text": "    main_effect=controls[\"A-matched-DAN\"][\"A_effect\"];mbon_readout={\"spike_changed_seeds\":controls[\"A-matched-DAN\"][\"A_MBON_spike_change_seeds\"],"
+        },
+        {
+          "line": 584,
+          "text": "        \"subthreshold_changed_seeds\":controls[\"A-matched-DAN\"][\"A_MBON_subthreshold_change_seeds\"],\"mean_effect\":main_effect,"
+        },
+        {
+          "line": 597,
+          "text": "             \"causal_validation\":causal,\"controls\":controls,\"five_seed_consistency\":direct[\"conditions\"][\"A-matched-DAN\"],"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4i.yaml",
+      "sha256": "2a100919bb860ec4ebd60690b7410763022d66ddd59762b467e77362f1f45b0b",
+      "bytes": 3820,
+      "seed_rng_line_evidence": [
+        {
+          "line": 58,
+          "text": "  seeds: [48101, 48102, 48103, 48104, 48105]"
+        },
+        {
+          "line": 63,
+          "text": "  consensus_seed_count: 3"
+        },
+        {
+          "line": 67,
+          "text": "    majority_seeds: 3"
+        },
+        {
+          "line": 79,
+          "text": "  train_seeds: [49001, 49002, 49003, 49004, 49005]"
+        },
+        {
+          "line": 80,
+          "text": "  evaluation_seeds: [49101, 49102, 49103, 49104, 49105]"
+        },
+        {
+          "line": 94,
+          "text": "  seed: 49201"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4j.py",
+      "sha256": "abb4574da85f00bd9ef61024c65993ef81d42651ff8d8d63c15dd69c6222471e",
+      "bytes": 42071,
+      "seed_rng_line_evidence": [
+        {
+          "line": 94,
+          "text": "    def _forced(self,steps:int,targets:np.ndarray,seed:int,rate_hz:float|None,pulses:list[float]|None)->torch.Tensor:"
+        },
+        {
+          "line": 97,
+          "text": "            gen=torch.Generator(device=self.device);gen.manual_seed(int(seed));out=torch.rand((steps,len(targets)),generator=gen,device=self.device)<(float(rate_hz)*self.dt/1000.0)"
+        },
+        {
+          "line": 103,
+          "text": "    def run(self,targets:np.ndarray,seed:int,mode:str,params:dict[str,float]|None,duration_ms:float,"
+        },
+        {
+          "line": 110,
+          "text": "        self.rt.reset(int(seed));steps=int(round(duration_ms/self.dt));target_gpu=torch.as_tensor(targets,dtype=torch.int64,device=self.device)"
+        },
+        {
+          "line": 111,
+          "text": "        forced=self._forced(steps,targets,seed,rate_hz,pulses)"
+        },
+        {
+          "line": 113,
+          "text": "        dan_forced=self._forced(steps,dan,seed+991,None,dan_pulses)"
+        },
+        {
+          "line": 193,
+          "text": "                    run=sim.run(targets,int(cfg[\"stimuli\"][\"calibration_seed_base\"])+oi,\"graded\",params,float(cfg[\"stimuli\"][\"duration_ms\"]),rate_hz=float(cfg[\"stimuli\"][\"rate_hz\"]));fractions.append(response_metrics(run)[\"KC_active_fraction\"]);vectors.append(run[\"kc_counts\"]);walls.append(run[\"wall_seconds\"])"
+        },
+        {
+          "line": 205,
+          "text": "    seeds=cfg[\"stimuli\"][\"evaluation_seeds\"];records=[];vectors={m:defaultdict(list) for m in (\"original\",\"graded\",\"disabled\")};performance=[];subtype_rows=[]"
+        },
+        {
+          "line": 209,
+          "text": "            for seed in seeds:"
+        },
+        {
+          "line": 210,
+          "text": "                run=sim.run(targets,int(seed)+oi*100,mode,params if mode==\"graded\" else None,float(cfg[\"stimuli\"][\"duration_ms\"]),rate_hz=float(cfg[\"stimuli\"][\"rate_hz\"]));met=response_metrics(run);met.update({\"mode\":mode,\"odor\":oi,\"seed\":int(seed)});records.append(met);vectors[mode][oi].append(run[\"kc_counts\"]);performance.append({\"mode\":mode,\"odor\":oi,\"seed\":int(seed),\"wall\":run[\"wall_seconds\"],\"vram\":run[\"peak_vram_bytes\"],\"overlay_submit\":run[\"overlay_cpu_submit_seconds\"]})"
+        },
+        {
+          "line": 212,
+          "text": "                    sm=subtype==label;subtype_rows.append({\"mode\":mode,\"odor\":oi,\"seed\":int(seed),\"KC_subtype\":label,\"total_KC\":int(sm.sum()),\"active_KC\":int(np.count_nonzero(run[\"kc_counts\"][sm])),\"spikes\":int(run[\"kc_counts\"][sm].sum()),\"active_fraction\":float(np.count_nonzero(run[\"kc_counts\"][sm])/sm.sum())})"
+        },
+        {
+          "line": 224,
+          "text": "                for seed_i in range(len(seeds)):"
+        },
+        {
+          "line": 225,
+          "text": "                    x=pair_metrics(vectors[mode][odors[i]][seed_i],vectors[mode][odors[j]][seed_i]);between.append(x[\"euclidean_distance\"]);jacc.append(x[\"active_jaccard\"]);corr.append(x[\"correlation\"]);cos.append(x[\"cosine_similarity\"])"
+        },
+        {
+          "line": 240,
+          "text": "    seeds=cfg[\"stimuli\"][\"formal_CS_seeds\"];vec={\"A\":[],\"B\":[]};traces={\"A\":[],\"B\":[]}"
+        },
+        {
+          "line": 242,
+          "text": "        for seed in seeds:"
+        },
+        {
+          "line": 243,
+          "text": "            run=sim.run(targets,int(seed),\"graded\",params,float(cfg[\"stimuli\"][\"duration_ms\"]),rate_hz=float(cfg[\"stimuli\"][\"rate_hz\"]));vec[label].append(run[\"kc_counts\"])"
+        },
+        {
+          "line": 244,
+          "text": "    a=np.asarray(vec[\"A\"]);b=np.asarray(vec[\"B\"]);pairs=[pair_metrics(a[i],b[i]) for i in range(len(seeds))];need=3"
+        },
+        {
+          "line": 248,
+          "text": "    report={\"per_seed\":pairs,\"KC_A_active_mean\":float(np.mean(np.count_nonzero(a,axis=1))),\"KC_B_active_mean\":float(np.mean(np.count_nonzero(b,axis=1))),"
+        },
+        {
+          "line": 323,
+          "text": "        for ts,es in zip(dc[\"train_seeds\"],dc[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 335,
+          "text": "            row={\"condition\":name,\"train_seed\":int(ts),\"eval_seed\":int(es),\"changed_edges\":int(np.count_nonzero(changed)),\"A_injected_source_edges\":int(np.count_nonzero(aedge)),\"B_injected_source_edges\":int(np.count_nonzero(bedge)),"
+        },
+        {
+          "line": 339,
+          "text": "                main_rows.append(row);d=exp/\"direct-kc-memory\"/f\"seed-{ts}\";d.mkdir(parents=True,exist_ok=True);np.savez_compressed(d/\"overlay.npz\",edge_id=v.edge_ids,plastic_delta_mv=delta);write_json(d/\"result.json\",row)"
+        },
+        {
+          "line": 343,
+          "text": "                         \"separation_gain_mean\":float(np.mean([x[\"post_separation\"]-x[\"pre_separation\"] for x in rows])),\"eligibility_update_wall_seconds_mean\":float(np.mean(update_times)) if update_times else 0.0,\"seeds\":len(rows)}"
+        },
+        {
+          "line": 344,
+          "text": "    majority=int(cfg[\"gates\"][\"direct_seed_majority\"]);floor=float(cfg[\"gates\"][\"subthreshold_noise_floor\"])"
+        },
+        {
+          "line": 348,
+          "text": "    report={\"status\":\"PASS-DIRECT-KC-MEMORY-v2\" if passed else \"FAIL-DIRECT-KC-MEMORY-v2\",\"candidate_generated\":passed,\"runtime_mode\":mode,\"successful_seeds\":good,\"required\":majority,\"controls_clean\":controls_clean,\"conditions\":summaries,"
+        },
+        {
+          "line": 357,
+          "text": "    for ts,es in zip(dc[\"train_seeds\"],dc[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 363,
+          "text": "        posta=sim.run(a,es,\"graded\",params,float(cfg[\"stimuli\"][\"duration_ms\"]),delta=delta,rate_hz=float(cfg[\"stimuli\"][\"rate_hz\"]));postb=sim.run(b,es,\"graded\",params,float(cfg[\"stimuli\"][\"duration_ms\"]),delta=delta,rate_hz=float(cfg[\"stimuli\"][\"rate_hz\"]));rows.append({\"seed\":int(ts),\"changed_edges\":int(np.count_nonzero(delta)),\"A_effect\":effect(prea,posta),\"B_effect\":effect(preb,postb),\"pre_sep\":pair_metrics(prea[\"mbon_counts\"],preb[\"mbon_counts\"])[\"euclidean_distance\"],\"post_sep\":pair_metrics(posta[\"mbon_counts\"],postb[\"mbon_counts\"])[\"euclidean_distance\"]})"
+        },
+        {
+          "line": 364,
+          "text": "    good=sum(x[\"post_sep\"]>x[\"pre_sep\"] and x[\"A_effect\"][\"MBON_g_mean_abs\"]>x[\"B_effect\"][\"MBON_g_mean_abs\"] for x in rows);passed=good>=int(cfg[\"gates\"][\"direct_seed_majority\"])"
+        },
+        {
+          "line": 365,
+          "text": "    report={\"status\":\"PASS-OLFACTORY-ASSOCIATIVE-MEMORY\" if passed else \"FAIL-OLFACTORY-ASSOCIATIVE-MEMORY\",\"candidate_generated\":passed,\"successful_seeds\":good,\"runs\":rows};write_json(exp/\"olfactory-memory/summary.json\",report);return report"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4j.yaml",
+      "sha256": "b35e4332a91b8489f69348cedf5ac675e9c3902c7e8c7beec5d053773c6529a3",
+      "bytes": 4902,
+      "seed_rng_line_evidence": [
+        {
+          "line": 66,
+          "text": "  evaluation_seeds: [50101, 50102, 50103, 50104, 50105]"
+        },
+        {
+          "line": 67,
+          "text": "  calibration_seed_base: 50000"
+        },
+        {
+          "line": 68,
+          "text": "  formal_CS_seeds: [48101, 48102, 48103, 48104, 48105]"
+        },
+        {
+          "line": 118,
+          "text": "  train_seeds: [50201, 50202, 50203, 50204, 50205]"
+        },
+        {
+          "line": 119,
+          "text": "  evaluation_seeds: [50301, 50302, 50303, 50304, 50305]"
+        },
+        {
+          "line": 124,
+          "text": "  direct_seed_majority: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4k.py",
+      "sha256": "6ca7dd7b3fec7f970f8a43ac8286dd0f05b2674ac3996b9b20583b636719abe7",
+      "bytes": 49126,
+      "seed_rng_line_evidence": [
+        {
+          "line": 128,
+          "text": "        self, targets: np.ndarray, seed: int, mode: str, duration_ms: float,"
+        },
+        {
+          "line": 138,
+          "text": "        self.rt.reset(int(seed)); steps = int(round(float(duration_ms) / self.dt))"
+        },
+        {
+          "line": 140,
+          "text": "        forced = self._forced(steps, targets, seed, rate_hz, pulses)"
+        },
+        {
+          "line": 143,
+          "text": "        dan_forced = self._forced(steps, dan, seed + 991, None, dan_pulses)"
+        },
+        {
+          "line": 382,
+          "text": "        \"original_olfactory_CS\": dict(targets=olf_a, seed=oc[\"seed\"], mode=\"original\", duration_ms=oc[\"duration_ms\"], rate_hz=oc[\"rate_hz\"]),"
+        },
+        {
+          "line": 383,
+          "text": "        \"APL_overlay_olfactory_CS\": dict(targets=olf_a, seed=oc[\"seed\"], mode=\"graded\", duration_ms=oc[\"duration_ms\"], rate_hz=oc[\"rate_hz\"]),"
+        },
+        {
+          "line": 384,
+          "text": "        \"direct_KC_SET_A\": dict(targets=set_a, seed=dc[\"evaluation_seed\"], mode=\"original\", duration_ms=dc[\"duration_ms\"], pulses=dc[\"pulse_times_ms\"], collect_kc_spikes=True),"
+        },
+        {
+          "line": 385,
+          "text": "        \"direct_KC_SET_B\": dict(targets=set_b, seed=dc[\"evaluation_seed\"], mode=\"original\", duration_ms=dc[\"duration_ms\"], pulses=dc[\"pulse_times_ms\"], collect_kc_spikes=True),"
+        },
+        {
+          "line": 400,
+          "text": "        posts[label] = sim.run_audit(targets, dc[\"evaluation_seed\"], \"original\", dc[\"duration_ms\"], delta=actual_delta, pulses=dc[\"pulse_times_ms\"], collect_kc_spikes=True)"
+        },
+        {
+          "line": 426,
+          "text": "    for seed in sc[\"evaluation_seeds\"]:"
+        },
+        {
+          "line": 428,
+          "text": "        base = sim.run_audit(set_a, int(seed), \"original\", dc[\"duration_ms\"], delta=base_delta, pulses=dc[\"pulse_times_ms\"])"
+        },
+        {
+          "line": 432,
+          "text": "            run = base if float(fraction) == 0 else sim.run_audit(set_a, int(seed), \"original\", dc[\"duration_ms\"], delta=delta, pulses=dc[\"pulse_times_ms\"])"
+        },
+        {
+          "line": 435,
+          "text": "            rows.append({\"seed\": int(seed), \"depression_fraction\": float(fraction), \"changed_edges\": int(np.count_nonzero(changed)),"
+        },
+        {
+          "line": 440,
+          "text": "        aggregate.append({\"depression_fraction\": float(frac), \"seeds\": int(len(group)), \"functional_seed_count\": int(group.functional_MBON_output_change.sum()),"
+        },
+        {
+          "line": 443,
+          "text": "    functional_levels = [x[\"depression_fraction\"] for x in aggregate if x[\"functional_seed_count\"] > 0]"
+        },
+        {
+          "line": 445,
+          "text": "    insensitive = at50[\"functional_seed_count\"] == 0"
+        },
+        {
+          "line": 566,
+          "text": "    overlay = np.load(Path(cfg[\"paths\"][\"phase4j_root\"]) / f\"direct-kc-memory/seed-{cfg['direct_kc']['trace_seed']}/overlay.npz\")"
+        },
+        {
+          "line": 573,
+          "text": "    causal_run = sim.run_audit(set_a, cfg[\"direct_kc\"][\"trace_seed\"], \"original\", cfg[\"direct_kc\"][\"duration_ms\"],"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4k.yaml",
+      "sha256": "3721440cba03036552c358c1a9d3320637e5914da901f74e86189aa297192fd1",
+      "bytes": 3690,
+      "seed_rng_line_evidence": [
+        {
+          "line": 76,
+          "text": "  trace_seed: 50201"
+        },
+        {
+          "line": 77,
+          "text": "  evaluation_seed: 50301"
+        },
+        {
+          "line": 82,
+          "text": "  seed: 50101"
+        },
+        {
+          "line": 87,
+          "text": "  evaluation_seeds: [50301, 50302, 50303, 50304, 50305]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4l_finalize.py",
+      "sha256": "11c63994399d09305648d01d3543a4a4c4f11d62fa85f79e9e4385a040f8de07",
+      "bytes": 3696,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4l.py",
+      "sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+      "bytes": 45747,
+      "seed_rng_line_evidence": [
+        {
+          "line": 46,
+          "text": "    def run_rates(self, targets: np.ndarray, rates_hz: np.ndarray, seed: int, duration_ms: float,"
+        },
+        {
+          "line": 53,
+          "text": "        self.v.install(delta); self.rt.weights[self.apl_edge_gpu] = 0.0; self.rt.reset(int(seed))"
+        },
+        {
+          "line": 56,
+          "text": "        gen = torch.Generator(device=self.device); gen.manual_seed(int(seed))"
+        },
+        {
+          "line": 57,
+          "text": "        tgen0 = time.perf_counter(); forced = torch.rand((steps, len(targets)), generator=gen, device=self.device) < rg[None, :]"
+        },
+        {
+          "line": 60,
+          "text": "        dg = torch.as_tensor(dan, dtype=torch.int64, device=self.device); dan_forced = self._forced(steps, dan, seed + 991, None, dan_pulses)"
+        },
+        {
+          "line": 201,
+          "text": "    gloms = selection[\"glomeruli_order\"]; matched_sum = float(np.median(panel.mapped_response_sum)); seeds = list(map(int, cfg[\"odor_encoder\"][\"evaluation_seeds\"])); runs = {}; records = []; subtype_rows = []; drive_rows = []"
+        },
+        {
+          "line": 206,
+          "text": "            for seed in seeds:"
+        },
+        {
+          "line": 207,
+          "text": "                run = sim.run_rates(targets, rates, seed, float(cfg[\"odor_encoder\"][\"duration_ms\"]), collect_kc_spikes=True); runs[(mode, odor.odor_id, seed)] = run"
+        },
+        {
+          "line": 209,
+          "text": "                records.append({\"mode\": mode, \"split\": odor.split, \"odor_id\": odor.odor_id, \"odor_name\": odor.odor_name, \"formal_label\": odor.formal_label, \"seed\": seed,"
+        },
+        {
+          "line": 214,
+          "text": "                    mask = subtype == label; subtype_rows.append({\"mode\": mode, \"odor_id\": odor.odor_id, \"seed\": seed, \"KC_subtype\": label, \"total\": int(mask.sum()), \"active\": int(np.count_nonzero(nonzero[mask])), \"spikes\": int(run[\"kc_counts\"][mask].sum())})"
+        },
+        {
+          "line": 220,
+          "text": "            arr = [runs[(mode, oid, s)][\"kc_counts\"] for s in seeds]"
+        },
+        {
+          "line": 227,
+          "text": "                for seed in seeds:"
+        },
+        {
+          "line": 228,
+          "text": "                    q = pair_metrics(runs[(mode, odor_ids[i], seed)][\"kc_counts\"], runs[(mode, odor_ids[j], seed)][\"kc_counts\"]); ds.append(q[\"euclidean_distance\"]); between.append(q[\"euclidean_distance\"]); between_j.append(q[\"active_jaccard\"]); between_cos.append(q[\"cosine_similarity\"]); between_corr.append(q[\"correlation\"])"
+        },
+        {
+          "line": 231,
+          "text": "                    aa = [runs[(mode, oid, s)][\"kc_counts\"] for s in seeds]"
+        },
+        {
+          "line": 241,
+          "text": "    candidate = bool(all(x[\"gate\"] for x in summaries.values())); report = {\"status\": \"MaleCNS-OlfactoryEncoder-v1-candidate\" if candidate else \"FAIL-PHYSIOLOGY-GROUNDED-ODOR-ENCODING\", \"candidate_generated\": candidate, \"modes\": summaries, \"seeds\": seeds, \"APL_parameters_locked\": cfg[\"apl_overlay\"]}"
+        },
+        {
+          "line": 246,
+          "text": "    seeds = list(map(int, cfg[\"odor_encoder\"][\"evaluation_seeds\"])); aid = selection[\"ODOR_A\"][\"odor_id\"]; bid = selection[\"ODOR_B\"][\"odor_id\"]"
+        },
+        {
+          "line": 248,
+          "text": "        active = np.stack([runs[(\"matched_energy\", oid, s)][\"kc_counts\"] > 0 for s in seeds]); return v.kc[active.sum(axis=0) >= int(cfg[\"gates\"][\"seed_majority\"])]"
+        },
+        {
+          "line": 301,
+          "text": "    for tsi, train_seed in enumerate(map(int, spec[\"train_seeds\"])):"
+        },
+        {
+          "line": 302,
+          "text": "        delta = np.zeros(len(v.edge_ids), np.float32); overlays[train_seed] = {}"
+        },
+        {
+          "line": 304,
+          "text": "            run = sim.run_rates(at, ar, train_seed + pairing, float(spec[\"duration_ms\"]), delta=delta, dan_targets=dan, dan_pulses=[float(spec[\"dan_time_ms\"])])"
+        },
+        {
+          "line": 307,
+          "text": "            overlays[train_seed][pairing] = delta.copy(); changed = delta != 0; denom = float(np.abs(v.base_candidate[changed]).sum()); pct = float(100 * np.abs(delta[changed]).sum() / denom) if denom else 0.0; lower = -float(cfg[\"eligibility_v2\"][\"max_fractional_depression\"]) * v.base_candidate"
+        },
+        {
+          "line": 308,
+          "text": "            eval_seed = int(spec[\"evaluation_seeds\"][tsi]); prea = sim.run_rates(at, ar, eval_seed, float(spec[\"duration_ms\"]), collect_kc_spikes=True); posta = sim.run_rates(at, ar, eval_seed, float(spec[\"duration_ms\"]), delta=delta, collect_kc_spikes=True); preb = sim.run_rates(bt, br, eval_seed, float(spec[\"duration_ms\"]), collect_kc_spikes=True); postb = sim.run_rates(bt, br, eval_seed, float(spec[\"duration_ms\"]), delta=delta, collect_kc_spikes=True)"
+        },
+        {
+          "line": 311,
+          "text": "            rows.append({\"train_seed\": train_seed, \"eval_seed\": eval_seed, \"pairings\": pairing, \"updated_edges\": int(changed.sum()), \"mean_delta_mv\": float(vals.mean()) if len(vals) else 0.0, \"median_delta_mv\": float(np.median(vals)) if len(vals) else 0.0, \"max_abs_delta_mv\": float(np.abs(vals).max()) if len(vals) else 0.0, \"total_abs_delta_mv\": float(np.abs(vals).sum()), \"depression_percent_changed_base\": pct,"
+        },
+        {
+          "line": 314,
+          "text": "        np.savez_compressed(exp / \"plasticity-magnitude\" / f\"seed-{train_seed}-overlays.npz\", edge_id=v.edge_ids, **{f\"pairing_{p}\": d for p, d in overlays[train_seed].items()})"
+        },
+        {
+          "line": 319,
+          "text": "        curve.append({\"pairings\": int(p), \"seeds\": int(len(g)), \"updated_edges_mean\": float(g.updated_edges.mean()), \"mean_delta_mv\": float(g.mean_delta_mv.mean()), \"median_delta_mv\": float(g.median_delta_mv.mean()), \"max_abs_delta_mv\": float(g.max_abs_delta_mv.mean()), \"total_abs_delta_mv_mean\": float(g.total_abs_delta_mv.mean()), \"depression_percent_mean\": float(g.depression_percent_changed_base.mean()), \"depression_percent_min\": float(g.depression_percent_changed_base.min()), \"depression_percent_max\": float(g.depression_percent_changed_base.max()), \"saturation_fraction_mean\": float(g.saturation_fraction.mean()), \"isolated_functional_seeds\": int(functional.sum()), \"isolated_A_delta_g_mean\": float(g.isolated_A_delta_g.mean()), \"isolated_A_delta_v_mean\": float(g.isolated_A_delta_v.mean()), \"whole_A_MBON_spike_l1_mean\": float(g.whole_A_MBON_spike_l1.mean()), \"whole_A_downstream_spike_l1_mean\": float(g.whole_A_downstream_spike_l1.mean())})"
+        },
+        {
+          "line": 320,
+          "text": "    monotonic = all(np.all(np.diff(frame[frame.train_seed == s].sort_values(\"pairings\").total_abs_delta_mv) >= -1e-7) for s in frame.train_seed.unique()); bounded = bool(frame.saturation_fraction.max() <= 1.0 and not np.any(frame.mean_delta_mv > 0)); accumulation = bool(monotonic and bounded)"
+        },
+        {
+          "line": 322,
+          "text": "    transfer_points = [x for x in curve if x[\"isolated_functional_seeds\"] >= int(cfg[\"gates\"][\"seed_majority\"])]; transfer = bool(transfer_points)"
+        },
+        {
+          "line": 336,
+          "text": "    for si, ts in enumerate(map(int, spec[\"train_seeds\"])):"
+        },
+        {
+          "line": 337,
+          "text": "        delta = overlays[ts][count]; es = int(spec[\"evaluation_seeds\"][si])"
+        },
+        {
+          "line": 340,
+          "text": "            rows.append({\"seed\": ts, \"stimulus\": label, **ef})"
+        },
+        {
+          "line": 342,
+          "text": "    good = int(((a.MBON_g_max_abs.to_numpy() > b.MBON_g_max_abs.to_numpy()) & ((a.MBON_spike_l1.to_numpy() > 0) | a.MBON_first_latency_delta_ms.fillna(0).to_numpy().astype(float).astype(bool))).sum()); passed = good >= int(cfg[\"gates\"][\"seed_majority\"])"
+        },
+        {
+          "line": 344,
+          "text": "    report = {\"status\": \"PASS-OLFACTORY-ASSOCIATIVE-MEMORY\" if passed else \"FAIL-OLFACTORY-ASSOCIATIVE-MEMORY\", \"candidate_generated\": passed, \"successful_seeds\": good, \"required\": int(cfg[\"gates\"][\"seed_majority\"]), \"conditioning_pairings_frozen_before_results\": count,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4l.yaml",
+      "sha256": "9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e",
+      "bytes": 5653,
+      "seed_rng_line_evidence": [
+        {
+          "line": 86,
+          "text": "  evaluation_seeds: [51101, 51102, 51103, 51104, 51105]"
+        },
+        {
+          "line": 114,
+          "text": "  train_seeds: [51201, 51202, 51203, 51204, 51205]"
+        },
+        {
+          "line": 115,
+          "text": "  evaluation_seeds: [51301, 51302, 51303, 51304, 51305]"
+        },
+        {
+          "line": 129,
+          "text": "  seed_majority: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m_finalize.py",
+      "sha256": "58a2fd9bfc89725c741201f43ef06cf34840f78734190faad193ae8cee89c6ab",
+      "bytes": 5545,
+      "seed_rng_line_evidence": [
+        {
+          "line": 36,
+          "text": "    categories = edge.odor_eligibility_category.astype(str).to_numpy(); static = {}; seed_rows = []"
+        },
+        {
+          "line": 37,
+          "text": "    for seed in map(int, mcfg[\"protocol\"][\"train_seeds\"]):"
+        },
+        {
+          "line": 38,
+          "text": "        data = np.load(exp / \"efficacy-overlay\" / f\"E-seed-{seed}-pairings-100.npz\")"
+        },
+        {
+          "line": 42,
+          "text": "                sel = categories == cat; seed_rows.append({\"seed\": seed, \"mechanism\": mech, \"edge_category\": cat,"
+        },
+        {
+          "line": 46,
+          "text": "    audit = pd.DataFrame(seed_rows); audit.to_parquet(exp / \"whole-brain-replay/endpoint-E-identity.parquet\", index=False)"
+        },
+        {
+          "line": 55,
+          "text": "    iso[\"endpoint_100_majority_pass\"] = {mech: bool(gate[\"endpoint_100_specific_functional_seeds\"] >= int(mcfg[\"gates\"][\"seed_majority\"]))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m_formal.py",
+      "sha256": "4d1bb00da460231fee7bd986e202217aa065ba46f78500a7e6e63b87329d88a0",
+      "bytes": 17678,
+      "seed_rng_line_evidence": [
+        {
+          "line": 29,
+          "text": "                  condition: str, train_seed: int, pn: dict[str, tuple[np.ndarray, np.ndarray]],"
+        },
+        {
+          "line": 40,
+          "text": "    floor = np.float32(1.0 - float(cfg[\"eligibility_v2\"][\"max_fractional_depression\"])); rng = np.random.default_rng(train_seed)"
+        },
+        {
+          "line": 45,
+          "text": "        run = sim.run_rates(*pn[label], train_seed + pairing, float(protocol[\"duration_ms\"]), delta=delta,"
+        },
+        {
+          "line": 52,
+          "text": "    return {\"multiplicative\": E_unbounded, \"bounded_multiplicative\": E_bounded}, delta, {\"condition\": condition, \"train_seed\": train_seed, \"pairings\": count, \"DAN_type\": dan_type,"
+        },
+        {
+          "line": 78,
+          "text": "    for ts, es in zip(map(int, mcfg[\"protocol\"][\"train_seeds\"]), map(int, mcfg[\"protocol\"][\"evaluation_seeds\"])):"
+        },
+        {
+          "line": 82,
+          "text": "            np.savez_compressed(exp / \"controls\" / f\"E-{condition}-seed-{ts}.npz\","
+        },
+        {
+          "line": 87,
+          "text": "            saved = np.load(exp / \"efficacy-overlay\" / f\"E-seed-{ts}-pairings-100.npz\")"
+        },
+        {
+          "line": 96,
+          "text": "                E_snapshots.append({\"train_seed\": ts, \"mechanism\": mechanism, \"condition\": condition, \"E_min\": float(E.min()), \"changed_edges\": int(changed.sum()), \"A_specific_E_reduction_sum\": identity[\"A-specific\"][\"E_reduction_sum\"], \"B_specific_E_reduction_sum\": identity[\"B-specific\"][\"E_reduction_sum\"], \"A_specific_E_reduction_mean\": identity[\"A-specific\"][\"E_reduction_mean\"], \"B_specific_E_reduction_mean\": identity[\"B-specific\"][\"E_reduction_mean\"]})"
+        },
+        {
+          "line": 99,
+          "text": "                    result = effect(baseline[label], post); rows.append({\"train_seed\": ts, \"eval_seed\": es, \"mechanism\": mechanism, \"condition\": condition, \"odor\": label,"
+        },
+        {
+          "line": 113,
+          "text": "                rows.append({\"train_seed\": ts, \"eval_seed\": es, \"mechanism\": mechanism, \"condition\": \"A+matched-DAN-matched-energy-eval\", \"odor\": label,"
+        },
+        {
+          "line": 131,
+          "text": "        f = frame[frame.mechanism == mechanism]; main = f[f.condition == \"A+matched-DAN\"].sort_values([\"train_seed\", \"odor\"])"
+        },
+        {
+          "line": 132,
+          "text": "        a = main[main.odor == \"ODOR_A\"].sort_values(\"train_seed\"); b = main[main.odor == \"ODOR_B\"].sort_values(\"train_seed\")"
+        },
+        {
+          "line": 142,
+          "text": "        am = fm[fm.odor == \"ODOR_A\"].sort_values(\"train_seed\"); bm = fm[fm.odor == \"ODOR_B\"].sort_values(\"train_seed\")"
+        },
+        {
+          "line": 144,
+          "text": "        passed = bool(np.count_nonzero(specificity & edge_specific & (a.MBON_spike_count_delta.to_numpy() <= 0)) >= int(mcfg[\"gates\"][\"seed_majority\"]) and matched_successes >= int(mcfg[\"gates\"][\"seed_majority\"]) and no_control_same and f.finite.all())"
+        },
+        {
+          "line": 145,
+          "text": "        per[mechanism] = {\"pass\": passed, \"successful_seeds\": int(np.count_nonzero(specificity & edge_specific)), \"A_MBON_spike_L1_mean\": float(a.MBON_spike_L1.mean()), \"B_MBON_spike_L1_mean\": float(b.MBON_spike_L1.mean()),"
+        },
+        {
+          "line": 148,
+          "text": "            \"controls_no_same_change\": no_control_same, \"matched_energy_successful_seeds\": matched_successes, \"all_finite\": bool(f.finite.all())}"
+        },
+        {
+          "line": 152,
+          "text": "        \"five_training_seeds\": True, \"independent_evaluation_seeds\": True,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m_literature_audit.json",
+      "sha256": "820ef25d0dff122a3cad1a763074ff5e6f74a5a7e08fb00620454ab4164f3fc4",
+      "bytes": 6464,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m_performance.py",
+      "sha256": "7fab670032732d36823499c135a725f5ab7c8aa8305be780ee51f7eb0b8dfd57",
+      "bytes": 5487,
+      "seed_rng_line_evidence": [
+        {
+          "line": 31,
+          "text": "    for ts, es in zip(map(int, mcfg[\"protocol\"][\"train_seeds\"]), map(int, mcfg[\"protocol\"][\"evaluation_seeds\"])):"
+        },
+        {
+          "line": 32,
+          "text": "        with np.load(exp / \"efficacy-overlay\" / f\"E-seed-{ts}-pairings-100.npz\") as state:"
+        },
+        {
+          "line": 37,
+          "text": "            records.append({\"train_seed\": ts, \"eval_seed\": es, \"condition\": label, \"brain_loop_seconds\": run[\"wall_seconds\"],"
+        },
+        {
+          "line": 41,
+          "text": "    frame = pd.DataFrame(records); frame.to_parquet(exp / \"performance/paired-overlay-runtime.parquet\", index=False); base = frame[frame.condition == \"baseline\"].sort_values(\"train_seed\"); post = frame[frame.condition == \"bounded_E100\"].sort_values(\"train_seed\")"
+        },
+        {
+          "line": 43,
+          "text": "    report = {\"biological_duration_ms\": duration, \"trial\": \"frozen ODOR_A 120 ms, paired evaluation seed, no dopamine or learning\","
+        },
+        {
+          "line": 49,
+          "text": "              \"five_paired_seeds\": True, \"numeric_results_not_reused_for_gates\": True, \"all_finite\": bool(frame.finite.all())}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m.py",
+      "sha256": "3d1b64861559c9c04e08153b4056d968ab556637916d388170b36fc6348fa822",
+      "bytes": 35313,
+      "seed_rng_line_evidence": [
+        {
+          "line": 139,
+          "text": "    protocol = mcfg[\"protocol\"]; points = list(map(int, protocol[\"pairing_counts\"])); maxpair = max(points); seeds = list(map(int, protocol[\"train_seeds\"])); eval_seeds = list(map(int, protocol[\"evaluation_seeds\"]));"
+        },
+        {
+          "line": 140,
+          "text": "    if points != list(map(int, cfg[\"plasticity_accumulation\"][\"pairing_counts\"])) or seeds != list(map(int, cfg[\"plasticity_accumulation\"][\"train_seeds\"])) or eval_seeds != list(map(int, cfg[\"plasticity_accumulation\"][\"evaluation_seeds\"])): raise RuntimeError(\"Phase 4L frozen pairing protocol mismatch\")"
+        },
+        {
+          "line": 153,
+          "text": "    for es in eval_seeds:"
+        },
+        {
+          "line": 156,
+          "text": "            run[\"kc_spikes\"].to_parquet(exp / \"isolated-replay\" / f\"KC-spikes-{label}-seed-{es}.parquet\", index=False)"
+        },
+        {
+          "line": 158,
+          "text": "    for ts in seeds:"
+        },
+        {
+          "line": 159,
+          "text": "        delta_add = zero.copy(); em = np.ones(len(v.edge_ids), np.float32); eb = np.ones(len(v.edge_ids), np.float32); checkpoints[ts] = {}; p4l = np.load(Path(cfg[\"paths\"][\"phase4l_root\"]) / \"plasticity-magnitude\" / f\"seed-{ts}-overlays.npz\")"
+        },
+        {
+          "line": 169,
+          "text": "                histories.append({\"train_seed\": ts, \"pairing\": pairing, \"edge_id\": int(v.edge_ids[local]), \"eligibility\": float(elig[local]),"
+        },
+        {
+          "line": 173,
+          "text": "                reproduction.append({\"train_seed\": ts, \"pairing\": pairing, \"max_abs_error_mv\": error, \"exact\": bool(np.array_equal(saved, delta_add))})"
+        },
+        {
+          "line": 174,
+          "text": "                if error > 1e-6: raise RuntimeError(f\"Phase 4L additive training reproduction divergence seed={ts} pairing={pairing}: {error}\")"
+        },
+        {
+          "line": 176,
+          "text": "                np.savez_compressed(exp / \"efficacy-overlay\" / f\"E-seed-{ts}-pairings-{pairing}.npz\", E_multiplicative=em, E_bounded_multiplicative=eb)"
+        },
+        {
+          "line": 183,
+          "text": "    for ts, es in zip(seeds, eval_seeds):"
+        },
+        {
+          "line": 192,
+          "text": "                pairrow = {\"train_seed\": ts, \"eval_seed\": es, \"pairings\": pairing, \"mechanism\": mechanism, \"updated_edges\": int(changed.sum()),"
+        },
+        {
+          "line": 208,
+          "text": "        curve.append({\"mechanism\": mechanism, \"pairings\": int(pairing), \"seeds\": int(len(frame)), \"A_specific_functional_seeds\": int(frame.A_specific_functional.sum()),"
+        },
+        {
+          "line": 217,
+          "text": "    gate = {}; majority = int(mcfg[\"gates\"][\"seed_majority\"])"
+        },
+        {
+          "line": 219,
+          "text": "        successes = [x for x in curve if x[\"mechanism\"] == mech and x[\"A_specific_functional_seeds\"] >= majority]"
+        },
+        {
+          "line": 220,
+          "text": "        gate[mech] = {\"pass\": bool(successes), \"first_passing_pairing\": min((x[\"pairings\"] for x in successes), default=None), \"seed_majority\": majority,"
+        },
+        {
+          "line": 221,
+          "text": "                      \"endpoint_100_specific_functional_seeds\": next(x[\"A_specific_functional_seeds\"] for x in curve if x[\"mechanism\"] == mech and x[\"pairings\"] == 100)}"
+        },
+        {
+          "line": 224,
+          "text": "        \"mechanism_gates\": gate, \"curve\": curve, \"same_KC_spikes_DAN_timing_mask_and_seeds\": True, \"phase4l_additive_reproduced\": True,"
+        },
+        {
+          "line": 237,
+          "text": "    for ts in map(int, mcfg[\"protocol\"][\"train_seeds\"]):"
+        },
+        {
+          "line": 241,
+          "text": "            frame[\"train_seed\"] = ts; frame[\"mechanism\"] = mechanism; frame[\"anatomical_weight_mv\"] = anatomical; frame[\"E_baseline\"] = 1.0; frame[\"E_current\"] = E"
+        },
+        {
+          "line": 248,
+          "text": "    by = out[(out.train_seed == int(mcfg[\"protocol\"][\"train_seeds\"][0])) & (out.mechanism == \"bounded_multiplicative\")]"
+        },
+        {
+          "line": 250,
+          "text": "    report = {\"rows\": int(len(out)), \"unique_edges\": int(out.edge_id.nunique()), \"raw_count_vs_effective_weight_spearman_seed1_bounded\": float(rho),"
+        },
+        {
+          "line": 266,
+          "text": "    for ts, es in zip(map(int, mcfg[\"protocol\"][\"train_seeds\"]), map(int, mcfg[\"protocol\"][\"evaluation_seeds\"])):"
+        },
+        {
+          "line": 273,
+          "text": "                rows.append({\"train_seed\": ts, \"eval_seed\": es, \"mechanism\": mechanism, \"odor\": label, \"MBON_spike_L1\": effects[label][\"MBON_spike_l1\"],"
+        },
+        {
+          "line": 280,
+          "text": "        sub = frame[frame.mechanism == mechanism]; a = sub[sub.odor == \"ODOR_A\"].sort_values(\"train_seed\"); b = sub[sub.odor == \"ODOR_B\"].sort_values(\"train_seed\")"
+        },
+        {
+          "line": 282,
+          "text": "        gates[mechanism] = {\"A_specific_functional_seeds\": wins, \"pass\": bool(wins >= int(mcfg[\"gates\"][\"seed_majority\"]) and sub.finite.all() and sub.active_neuron_fraction.max() < .5),"
+        },
+        {
+          "line": 342,
+          "text": "    controls = {\"isolated_neutral_B\": \"RUN\", \"matched_seed_same_KC_spikes\": \"RUN\", \"D_zero\": \"analytic identity E=1, no dopamine update\", \"random_reward\": \"NOT-RUN-FORMAL-CONDITIONING-BLOCKED\", \"unrelated_DAN\": \"NOT-RUN-FORMAL-CONDITIONING-BLOCKED\", \"frozen_no_plasticity\": \"isolated E=1 reference replay\"}"
+        },
+        {
+          "line": 344,
+          "text": "    checkpoints_bytes = sum(p.stat().st_size for p in (exp / \"efficacy-overlay\").glob(\"E-seed-*.npz\")); performance = isolated[\"performance\"] | {\"overlay_checkpoint_bytes_total\": checkpoints_bytes,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4m.yaml",
+      "sha256": "52c364d2ada03ba0c3b06220e91641c74ee79486c35d8c283237f02a98a2e471",
+      "bytes": 2339,
+      "seed_rng_line_evidence": [
+        {
+          "line": 22,
+          "text": "  train_seeds: [51201, 51202, 51203, 51204, 51205]"
+        },
+        {
+          "line": 23,
+          "text": "  evaluation_seeds: [51301, 51302, 51303, 51304, 51305]"
+        },
+        {
+          "line": 37,
+          "text": "  seed_majority: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_alldan.py",
+      "sha256": "df12477905d7da70e0e337a8d4408cc247135e7876ac7b197e1997f2c4611a54",
+      "bytes": 6158,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "    bad={int(seed):min(int(x[\"pairing\"]) for x in reproduction[\"mismatched_trials\"] if int(x[\"seed\"])==int(seed))"
+        },
+        {
+          "line": 27,
+          "text": "         for seed in ncfg[\"train_seeds\"] if any(int(x[\"seed\"])==int(seed) for x in reproduction[\"mismatched_trials\"])}"
+        },
+        {
+          "line": 33,
+          "text": "    for seed,es in zip(ncfg[\"train_seeds\"],ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 35,
+          "text": "            with np.load(exp/\"endogenous-dan\"/f\"E-all-DAN-shadow-seed-{seed}-pairings-{pair}.npz\") as f:"
+        },
+        {
+          "line": 40,
+          "text": "                    spikes=pd.read_parquet(old/\"isolated-replay\"/f\"KC-spikes-ODOR_{odor}-seed-{es}.parquet\")"
+        },
+        {
+          "line": 44,
+          "text": "                rows.append({\"seed\":seed,\"eval_seed\":es,\"pairings\":pair,\"mechanism\":mechanism,"
+        },
+        {
+          "line": 45,
+          "text": "                    \"trace_exact_prefix\":bool(pair < bad.get(int(seed),10**9)),"
+        },
+        {
+          "line": 56,
+          "text": "    for seed,es in zip(ncfg[\"train_seeds\"],ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 59,
+          "text": "            with np.load(exp/\"endogenous-dan\"/f\"E-all-DAN-shadow-seed-{seed}-pairings-{pair}.npz\") as f:"
+        },
+        {
+          "line": 66,
+          "text": "                    whole.append({\"seed\":seed,\"eval_seed\":es,\"pairings\":pair,\"mechanism\":mechanism,\"odor\":odor,"
+        },
+        {
+          "line": 67,
+          "text": "                        \"trace_exact_prefix\":bool(pair < bad.get(int(seed),10**9)),"
+        },
+        {
+          "line": 72,
+          "text": "    iso=table.groupby([\"mechanism\",\"pairings\"]).agg(A_specific_seeds=(\"A_specific_functional\",\"sum\"),A_spike_L1=(\"A_MBON_spike_L1\",\"mean\"),B_spike_L1=(\"B_MBON_spike_L1\",\"mean\")).reset_index()"
+        },
+        {
+          "line": 73,
+          "text": "    pivot=wt.pivot(index=[\"mechanism\",\"pairings\",\"seed\"],columns=\"odor\",values=\"MBON_spike_L1\").reset_index()"
+        },
+        {
+          "line": 75,
+          "text": "    wh=pivot.groupby([\"mechanism\",\"pairings\"]).agg(A_minus_B_mean=(\"A_minus_B\",\"mean\"),A_specific_seeds=(\"A_minus_B\",lambda x:int((x>0).sum()))).reset_index()"
+        },
+        {
+          "line": 76,
+          "text": "    clean=table[table.trace_exact_prefix].groupby([\"mechanism\",\"pairings\"]).agg(clean_seed_count=(\"seed\",\"nunique\"),A_specific_seeds=(\"A_specific_functional\",\"sum\"),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_control_whole.py",
+      "sha256": "560ebffba3e8c3457827a0a682476d125a2bbef81958f5b621d32c1203aada1e",
+      "bytes": 3237,
+      "seed_rng_line_evidence": [
+        {
+          "line": 32,
+          "text": "    for seed,es in zip(ncfg[\"train_seeds\"],ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 36,
+          "text": "                with np.load(exp/\"controls\"/f\"E-{condition}-seed-{seed}-pairings-{pair}.npz\") as f:E=f[\"E\"].copy()"
+        },
+        {
+          "line": 41,
+          "text": "                    rows.append({\"condition\":condition,\"train_seed\":seed,\"eval_seed\":es,\"pairings\":pair,\"odor\":odor,"
+        },
+        {
+          "line": 45,
+          "text": "        print(json.dumps({\"seed\":seed,\"completed_control_wholebrain\":True}),flush=True)"
+        },
+        {
+          "line": 47,
+          "text": "    pivot=table.pivot(index=[\"condition\",\"pairings\",\"train_seed\"],columns=\"odor\",values=\"MBON_spike_L1\").reset_index()"
+        },
+        {
+          "line": 49,
+          "text": "    summary=pivot.groupby([\"condition\",\"pairings\"]).agg(A_minus_B_mean=(\"A_minus_B\",\"mean\"),A_specific_seeds=(\"A_minus_B\",lambda x:int((x>0).sum()))).reset_index()"
+        },
+        {
+          "line": 51,
+          "text": "        \"total_brain_wall_seconds\":float(sum(walls)),\"frozen_E1_reference_reused_per_evaluation_seed\":True,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_controls.py",
+      "sha256": "229e48aa63a725e65202dfbabec58d9a092822482c6d0b461ab5a72ee323a901",
+      "bytes": 7198,
+      "seed_rng_line_evidence": [
+        {
+          "line": 43,
+          "text": "        for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 45,
+          "text": "            rng=np.random.default_rng(seed+int(ncfg[\"random_us_seed_offset\"]))"
+        },
+        {
+          "line": 46,
+          "text": "            np.savez_compressed(exp/\"controls\"/f\"E-{condition}-seed-{seed}-pairings-0.npz\",E=E,edge_id=v.edge_ids)"
+        },
+        {
+          "line": 47,
+          "text": "            rows.append({\"condition\":condition,\"seed\":seed,\"pairings\":0,\"odor\":odor,\"DAN_compartment\":compartment,"
+        },
+        {
+          "line": 52,
+          "text": "                run=sim.run_rates(*pn[odor],seed+pairing,float(mcfg[\"protocol\"][\"duration_ms\"]),delta=add,dan_targets=dan,dan_pulses=[pulse])"
+        },
+        {
+          "line": 58,
+          "text": "                    out=exp/\"controls\"/f\"E-{condition}-seed-{seed}-pairings-{pairing}.npz\""
+        },
+        {
+          "line": 60,
+          "text": "                    rows.append({\"condition\":condition,\"seed\":seed,\"pairings\":pairing,\"odor\":odor,\"DAN_compartment\":compartment,"
+        },
+        {
+          "line": 64,
+          "text": "                    print(json.dumps({\"condition\":condition,\"seed\":seed,\"pairing\":pairing,\"E_reduction_sum\":float(np.sum(1-E))}),flush=True)"
+        },
+        {
+          "line": 65,
+          "text": "            print(json.dumps({\"condition\":condition,\"seed\":seed,\"pairings\":args.max_pairings,\"E_reduction_sum\":float(np.sum(1-E))}),flush=True)"
+        },
+        {
+          "line": 72,
+          "text": "        for seed,es in zip(ncfg[\"train_seeds\"],ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 74,
+          "text": "                with np.load(exp/\"controls\"/f\"E-{condition}-seed-{seed}-pairings-{pair}.npz\") as f:E=f[\"E\"].copy()"
+        },
+        {
+          "line": 77,
+          "text": "                    spikes=pd.read_parquet(Path(mcfg[\"experiment_root\"])/\"isolated-replay\"/f\"KC-spikes-ODOR_{odor}-seed-{es}.parquet\")"
+        },
+        {
+          "line": 81,
+          "text": "                replay_rows.append({\"condition\":condition,\"train_seed\":seed,\"eval_seed\":es,\"pairings\":pair,"
+        },
+        {
+          "line": 87,
+          "text": "    write_json(exp/\"controls/independent-summary.json\",{\"conditions\":list(conditions),\"seeds\":list(ncfg[\"train_seeds\"]),"
+        },
+        {
+          "line": 88,
+          "text": "        \"pairings_per_seed\":args.max_pairings,\"training_calls\":len(walls),\"training_wall_seconds\":float(sum(walls)),"
+        },
+        {
+          "line": 91,
+          "text": "        \"isolated_replay\":rframe.groupby([\"condition\",\"pairings\"]).agg(A_specific_seeds=(\"A_specific_functional\",\"sum\"),A_spike_L1=(\"A_MBON_spike_L1\",\"mean\"),B_spike_L1=(\"B_MBON_spike_L1\",\"mean\")).reset_index().to_dict(\"records\")})"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_events.py",
+      "sha256": "1fd10326d9e9e4dd6e78b71a6a7c784058c51119a3a5523d4fe50550cd23bbda",
+      "bytes": 17592,
+      "seed_rng_line_evidence": [
+        {
+          "line": 24,
+          "text": "    def run_events(self, targets, rates_hz, seed, duration_ms, delta, dan_targets, dan_pulse_ms, all_dan,"
+        },
+        {
+          "line": 27,
+          "text": "        self.v.install(delta); self.rt.weights[self.apl_edge_gpu] = 0.0; self.rt.reset(int(seed))"
+        },
+        {
+          "line": 30,
+          "text": "        gen = torch.Generator(device=self.device); gen.manual_seed(int(seed))"
+        },
+        {
+          "line": 31,
+          "text": "        forced = torch.rand((steps, len(targets)), generator=gen, device=self.device) < rg[None, :]"
+        },
+        {
+          "line": 33,
+          "text": "        dan_forced = self._forced(steps, dan_targets, seed + 991, None, [dan_pulse_ms])"
+        },
+        {
+          "line": 80,
+          "text": "    ap = argparse.ArgumentParser(); ap.add_argument(\"--config\", type=Path, required=True); ap.add_argument(\"--max-pairings\", type=int, default=100); ap.add_argument(\"--train-seed\", type=int)"
+        },
+        {
+          "line": 105,
+          "text": "    hist_by = {(int(s),int(p)): frame for (s,p),frame in history.groupby([\"train_seed\",\"pairing\"])}"
+        },
+        {
+          "line": 109,
+          "text": "    for seed in ([args.train_seed] if args.train_seed is not None else ncfg[\"train_seeds\"]):"
+        },
+        {
+          "line": 113,
+          "text": "        rng = np.random.default_rng(seed + int(ncfg[\"random_us_seed_offset\"]))"
+        },
+        {
+          "line": 117,
+          "text": "            run = sim.run_events(*pn, seed+pairing, float(mcfg[\"protocol\"][\"duration_ms\"]), additive, matched,"
+        },
+        {
+          "line": 119,
+          "text": "            perf.append({\"seed\":seed,\"pairing\":pairing,\"wall_seconds\":run[\"wall_seconds\"],\"peak_vram_bytes\":run[\"peak_vram_bytes\"]})"
+        },
+        {
+          "line": 123,
+          "text": "                kc_event_frames.append(pd.DataFrame({\"seed\":seed,\"pairing\":pairing,\"step\":ks.astype(np.int32),"
+        },
+        {
+          "line": 127,
+          "text": "                dan_event_frames.append(pd.DataFrame({\"seed\":seed,\"pairing\":pairing,\"step\":ds.astype(np.int32),"
+        },
+        {
+          "line": 153,
+          "text": "                    gate_rows.append({\"seed\":seed,\"pairing\":pairing,\"step\":step,\"time_ms\":step*sim.dt,"
+        },
+        {
+          "line": 162,
+          "text": "                        audit_rows.append({\"seed\":seed,\"pairing\":pairing,\"edge_id\":int(identity.edge_id.iat[local]),"
+        },
+        {
+          "line": 174,
+          "text": "            rec = hist_by[(int(seed),int(pairing))]"
+        },
+        {
+          "line": 179,
+          "text": "                mismatches.append({\"seed\":seed,\"pairing\":pairing,\"max_abs_eligibility_error\":err})"
+        },
+        {
+          "line": 185,
+          "text": "                raise RuntimeError(f\"sealed E history before-state mismatch {seed}/{pairing}\")"
+        },
+        {
+          "line": 191,
+          "text": "                with np.load(exp / \"acquisition-trajectory\" / f\"E-seed-{seed}-pairings-{pairing}.npz\") as f:"
+        },
+        {
+          "line": 193,
+          "text": "                if chk_err > 1e-6: raise RuntimeError(f\"external E reconstruction mismatch {seed}/{pairing}: {chk_err}\")"
+        },
+        {
+          "line": 194,
+          "text": "                np.savez_compressed(exp / \"endogenous-dan\" / f\"E-all-DAN-shadow-seed-{seed}-pairings-{pairing}.npz\", E_all_DAN=E_all,"
+        },
+        {
+          "line": 196,
+          "text": "            shadow_rows.append({\"seed\":seed,\"pairing\":pairing,\"random_US_step\":random_step,"
+        },
+        {
+          "line": 202,
+          "text": "                run[\"all_events\"].to_parquet(exp / \"whole-brain\" / f\"spike-events-seed-{seed}-pairings-{pairing}.parquet\", index=False)"
+        },
+        {
+          "line": 204,
+          "text": "                print(json.dumps({\"seed\":seed,\"pairing\":pairing,\"endogenous_steps\":endogenous_steps,\"E_external_sum\":float(np.sum(1-E_ext)),\"E_all_sum\":float(np.sum(1-E_all))}),flush=True)"
+        },
+        {
+          "line": 219,
+          "text": "        \"frozen_brain_dynamics_changed\": False, \"training_seed_count\":len(ncfg[\"train_seeds\"]),\"pairings_per_seed\":args.max_pairings})"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_finalize.py",
+      "sha256": "2ed9b2a7282f0319238646d2c9be0533650a0146292c2de8201af27bb9cb2e5c",
+      "bytes": 20496,
+      "seed_rng_line_evidence": [
+        {
+          "line": 29,
+          "text": "    if event.duplicated([\"seed\", \"pairing\", \"edge_id\"]).any():"
+        },
+        {
+          "line": 31,
+          "text": "    h = history[[\"train_seed\", \"pairing\", \"edge_id\", \"E_bounded_before\", \"E_bounded_after\"]].rename(columns={\"train_seed\":\"seed\"})"
+        },
+        {
+          "line": 32,
+          "text": "    x = event.merge(h,on=[\"seed\",\"pairing\",\"edge_id\"],how=\"left\",validate=\"one_to_one\")"
+        },
+        {
+          "line": 50,
+          "text": "        \"first_B_specific_update_pairing_by_seed\":{str(seed):int(frame.pairing.min()) for seed,frame in b.groupby(\"seed\")},"
+        },
+        {
+          "line": 110,
+          "text": "        w=whole[whole.pairings==pair].pivot(index=\"train_seed\",columns=\"odor\",values=\"MBON_spike_L1\")"
+        },
+        {
+          "line": 116,
+          "text": "            \"wholebrain_A_specific_seeds\":int(((w[\"A\"]>w[\"B\"])&(w[\"A\"]>0)).sum())})"
+        },
+        {
+          "line": 162,
+          "text": "    eligible=response_curve[response_curve.A_specific_functional_seeds>=3]"
+        },
+        {
+          "line": 173,
+          "text": "            \"reason\":\"50 and 60 have the same five-seed spike-L1 separation; latency difference is sub-femtosecond float summation noise, far below 0.1 ms simulation dt. Earliest-tie rule selects 50.\","
+        },
+        {
+          "line": 189,
+          "text": "        for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 191,
+          "text": "            np.savez_compressed(exp/\"acquisition-trajectory\"/f\"E-seed-{seed}-pairings-0.npz\",E_bounded=one,E_unbounded=one,edge_id=identity.edge_id.to_numpy(np.int64))"
+        },
+        {
+          "line": 194,
+          "text": "                    z.append({\"seed\":seed,\"pairings\":0,\"mechanism\":mechanism,\"group\":group_name,\"total_edges\":int(count),"
+        },
+        {
+          "line": 196,
+          "text": "                cz.append({\"seed\":seed,\"pairings\":0,\"mechanism\":mechanism,\"A-specific\":0.0,\"B-specific\":0.0,\"shared\":0.0,\"inactive\":0.0,"
+        },
+        {
+          "line": 198,
+          "text": "        pd.concat([groups0,pd.DataFrame(z)],ignore_index=True).sort_values([\"seed\",\"pairings\",\"mechanism\",\"group\"]).to_parquet(exp/\"acquisition-trajectory/group-plasticity.parquet\",index=False)"
+        },
+        {
+          "line": 199,
+          "text": "        pd.concat([csi0,pd.DataFrame(cz)],ignore_index=True).sort_values([\"seed\",\"pairings\",\"mechanism\"]).to_parquet(exp/\"specificity-curve/CSI.parquet\",index=False)"
+        },
+        {
+          "line": 233,
+          "text": "        \"functional_collapse_first_checkpoint\":next((int(r.pairings) for _,r in iso.iterrows() if r.pairings>peak and r.A_specific_functional_seeds<3),None) if peak is not None else None,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_finish.py",
+      "sha256": "690d33c18d6438d11050ba1fdee9a8015c6bc25b7c85f78cb56f4d06820e35a7",
+      "bytes": 16993,
+      "seed_rng_line_evidence": [
+        {
+          "line": 27,
+          "text": "def state(exp, seed, pair):"
+        },
+        {
+          "line": 30,
+          "text": "    with np.load(exp / \"acquisition-trajectory\" / f\"E-seed-{seed}-pairings-{pair}.npz\") as f:"
+        },
+        {
+          "line": 97,
+          "text": "    for seed, es in zip(ncfg[\"train_seeds\"], ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 98,
+          "text": "        E = state(exp, seed, peak)"
+        },
+        {
+          "line": 100,
+          "text": "            spikes = pd.read_parquet(Path(mcfg[\"experiment_root\"]) / \"isolated-replay\" / f\"KC-spikes-ODOR_{odor}-seed-{es}.parquet\")"
+        },
+        {
+          "line": 107,
+          "text": "                rows.append({\"train_seed\": seed, \"eval_seed\": es, \"pairings\": peak, \"odor\": odor, \"decomposition\": label,"
+        },
+        {
+          "line": 126,
+          "text": "    for seed, es in zip(ncfg[\"train_seeds\"], ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 129,
+          "text": "            delta = w * (state(exp, seed, pair) - 1)"
+        },
+        {
+          "line": 134,
+          "text": "                row = {\"train_seed\": seed, \"eval_seed\": es, \"pairings\": pair, \"odor\": label,"
+        },
+        {
+          "line": 163,
+          "text": "    first = hist[(hist.identity_group == \"B-specific\") & (hist.delta_E_bounded < -1e-7)].groupby(\"train_seed\").pairing.min().reset_index(name=\"first_B_specific_update_pairing\")"
+        },
+        {
+          "line": 170,
+          "text": "        \"earliest_B_update_by_seed\": first.to_dict(\"records\"), \"all_updates_gated_by_external_matched_US\": True})"
+        },
+        {
+          "line": 171,
+          "text": "    write_json(exp / \"dan-source/phase4m-gate-audit.json\", {\"external_US_gates\": int(history[[\"train_seed\", \"pairing\"]].drop_duplicates().shape[0]),"
+        },
+        {
+          "line": 182,
+          "text": "    for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 184,
+          "text": "            E = state(exp, seed, pair)"
+        },
+        {
+          "line": 185,
+          "text": "            rows += [{\"seed\": seed, \"pairings\": pair, \"condition\": \"A+matched-US\", \"E_changed\": int(np.count_nonzero(E < 1 - 1e-7)), \"status\": \"RUN-RECONSTRUCTED-FROZEN-PHASE4M\"},"
+        },
+        {
+          "line": 186,
+          "text": "                     {\"seed\": seed, \"pairings\": pair, \"condition\": \"A+D0\", \"E_changed\": 0, \"status\": \"EXACT-ZERO-GATE-IDENTITY\"},"
+        },
+        {
+          "line": 187,
+          "text": "                     {\"seed\": seed, \"pairings\": pair, \"condition\": \"frozen-E1\", \"E_changed\": 0, \"status\": \"EXACT-FROZEN-IDENTITY\"},"
+        },
+        {
+          "line": 188,
+          "text": "                     {\"seed\": seed, \"pairings\": pair, \"condition\": \"external-US-only-gate\", \"E_changed\": int(np.count_nonzero(E < 1 - 1e-7)), \"status\": \"IDENTICAL-TO-FROZEN-PHASE4M-RULE\"}]"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_paths.py",
+      "sha256": "41554ae9b712b1710a3e8559e86e01e2aa5d95ca0f88fcaf93a4a5baa8dc3877",
+      "bytes": 6839,
+      "seed_rng_line_evidence": [
+        {
+          "line": 49,
+          "text": "    for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 51,
+          "text": "            file=exp/\"whole-brain\"/f\"spike-events-seed-{seed}-pairings-{pair}.parquet\""
+        },
+        {
+          "line": 74,
+          "text": "                rows.append({\"seed\":seed,\"pairing\":pair,\"B_specific_KC_neuron_idx\":int(target),\"B_specific_KC_body_id\":int(meta.body_id.iat[target]),"
+        },
+        {
+          "line": 88,
+          "text": "    linked=updates.merge(table,left_on=[\"seed\",\"pairing\",\"source_neuron_idx\"],"
+        },
+        {
+          "line": 89,
+          "text": "        right_on=[\"seed\",\"pairing\",\"B_specific_KC_neuron_idx\"],how=\"left\",validate=\"many_to_one\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n_preflight.py",
+      "sha256": "aa339208407f4dd00282201ce362ea06fa042f3115e57483670196c6b3c3d642",
+      "bytes": 757,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n.py",
+      "sha256": "dbbb49447aecbc862d3f54bba9de41f6b8ab90a6afb1ef43a686149fce832d13",
+      "bytes": 13925,
+      "seed_rng_line_evidence": [
+        {
+          "line": 75,
+          "text": "    required = {\"train_seed\", \"pairing\", \"edge_id\", \"E_bounded_before\", \"E_bounded_after\", \"E_multiplicative_before\", \"E_multiplicative_after\", \"eligibility\"}"
+        },
+        {
+          "line": 84,
+          "text": "    for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 85,
+          "text": "        by = hist[hist.train_seed == seed]"
+        },
+        {
+          "line": 88,
+          "text": "        checkpoints[seed] = {0: {\"bounded\": E.copy(), \"unbounded\": U.copy()}}"
+        },
+        {
+          "line": 89,
+          "text": "        np.savez_compressed(exp / \"acquisition-trajectory\" / f\"E-seed-{seed}-pairings-0.npz\", E_bounded=E, E_unbounded=U, edge_id=edge_ids)"
+        },
+        {
+          "line": 93,
+          "text": "                all_rows.append({\"seed\": seed, \"pairings\": 0, \"mechanism\": mechanism, \"group\": group,"
+        },
+        {
+          "line": 102,
+          "text": "                raise RuntimeError(f\"Phase 4M event history not reconstructible seed={seed} pairing={pairing}: {before_error}\")"
+        },
+        {
+          "line": 107,
+          "text": "            checkpoints[seed][pairing] = {\"bounded\": E.copy(), \"unbounded\": U.copy()}"
+        },
+        {
+          "line": 108,
+          "text": "            np.savez_compressed(exp / \"acquisition-trajectory\" / f\"E-seed-{seed}-pairings-{pairing}.npz\", E_bounded=E, E_unbounded=U, edge_id=edge_ids)"
+        },
+        {
+          "line": 109,
+          "text": "            old = Path(mcfg[\"experiment_root\"]) / \"efficacy-overlay\" / f\"E-seed-{seed}-pairings-{pairing}.npz\""
+        },
+        {
+          "line": 113,
+          "text": "                verify.append({\"seed\": seed, \"pairings\": pairing, \"max_abs_error\": err})"
+        },
+        {
+          "line": 121,
+          "text": "                    all_rows.append({\"seed\": seed, \"pairings\": pairing, \"mechanism\": mechanism, \"group\": group,"
+        },
+        {
+          "line": 128,
+          "text": "    wide = table.pivot_table(index=[\"seed\", \"pairings\", \"mechanism\"], columns=\"group\", values=\"weighted_transmission_reduction\").reset_index()"
+        },
+        {
+          "line": 150,
+          "text": "    for seed in ncfg[\"evaluation_seeds\"]:"
+        },
+        {
+          "line": 152,
+          "text": "            spikes = pd.read_parquet(old / \"isolated-replay\" / f\"KC-spikes-ODOR_{odor}-seed-{seed}.parquet\")"
+        },
+        {
+          "line": 153,
+          "text": "            evaldata[(seed, odor)] = (spikes, replay.run(spikes, zero, float(mcfg[\"protocol\"][\"duration_ms\"])))"
+        },
+        {
+          "line": 156,
+          "text": "    for train_seed, eval_seed in zip(ncfg[\"train_seeds\"], ncfg[\"evaluation_seeds\"]):"
+        },
+        {
+          "line": 158,
+          "text": "            E = checkpoints[train_seed][pair][\"bounded\"]"
+        },
+        {
+          "line": 160,
+          "text": "            rec = {\"train_seed\": train_seed, \"eval_seed\": eval_seed, \"pairings\": pair}"
+        },
+        {
+          "line": 163,
+          "text": "                spikes, baseline = evaldata[(eval_seed, odor)]"
+        },
+        {
+          "line": 176,
+          "text": "    curve = frame.groupby(\"pairings\").agg(A_specific_functional_seeds=(\"A_specific_functional\", \"sum\"),"
+        },
+        {
+          "line": 183,
+          "text": "    valid = curve[curve.A_specific_functional_seeds >= 3].copy()"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4n.yaml",
+      "sha256": "6e1b85fc923c7c969df0a7002557256cb719106f8a028c2c506c5ccfe0edd2b2",
+      "bytes": 1712,
+      "seed_rng_line_evidence": [
+        {
+          "line": 8,
+          "text": "train_seeds: [51201, 51202, 51203, 51204, 51205]"
+        },
+        {
+          "line": 9,
+          "text": "evaluation_seeds: [51301, 51302, 51303, 51304, 51305]"
+        },
+        {
+          "line": 13,
+          "text": "peak_rule: earliest checkpoint with at least 3 of 5 A-specific functional seeds and maximum five-seed mean spike-L1 separation; spike-L1 ties within 1e-9 use mean first-latency separation only if difference exceeds half a dt step (0.05 ms), otherwise choose earliest; no peak if no such checkpoint"
+        },
+        {
+          "line": 15,
+          "text": "random_us_seed_offset: 700000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_a.py",
+      "sha256": "1048a073de399052bd525faf010858fa83f075a7c747b3fe5dcf8e4fc9ce3b87",
+      "bytes": 11747,
+      "seed_rng_line_evidence": [
+        {
+          "line": 57,
+          "text": "    names = [\"CUDA_VISIBLE_DEVICES\", \"CUBLAS_WORKSPACE_CONFIG\", \"PYTHONHASHSEED\", \"OMP_NUM_THREADS\", \"MKL_NUM_THREADS\"]"
+        },
+        {
+          "line": 99,
+          "text": "    py = digest(repr(random.getstate()).encode())"
+        },
+        {
+          "line": 100,
+          "text": "    npy = digest(repr(np.random.get_state()).encode())"
+        },
+        {
+          "line": 131,
+          "text": "    specs = [(s[\"name\"], s[\"population\"], float(s[\"rate_hz\"]), int(s[\"seed\"])) for s in yaml.safe_load((ROOT / \"models/male-cns-lif/runtime-v1/phase4c.yaml\").read_text())[\"reference_trials\"]]"
+        },
+        {
+          "line": 137,
+          "text": "    for name, pop, rate, seed in specs:"
+        },
+        {
+          "line": 146,
+          "text": "            rt.reset(seed)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_atomic.py",
+      "sha256": "b481d91ac3a72d360c4dbb5378b975e430f0d1027fad94de5e2a041f9849c714",
+      "bytes": 4736,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_eligibility.py",
+      "sha256": "4fb7c97c8832c3ef51fe7613083dd6eab627bcde419254696c19a07632deb878",
+      "bytes": 7748,
+      "seed_rng_line_evidence": [
+        {
+          "line": 49,
+          "text": "    frozen = {(int(s), int(p)): f for (s, p), f in history.groupby([\"train_seed\", \"pairing\"])}"
+        },
+        {
+          "line": 52,
+          "text": "                  for (s, p), f in old.groupby([\"seed\", \"pairing\"])}"
+        },
+        {
+          "line": 72,
+          "text": "        for seed in ncfg[\"train_seeds\"]:"
+        },
+        {
+          "line": 76,
+          "text": "                run = sim.run_rates(*pn, seed+pairing, float(mcfg[\"protocol\"][\"duration_ms\"]),"
+        },
+        {
+          "line": 81,
+          "text": "                old_ev = old_events.get((seed, pairing), np.empty((0, 2), np.int32))"
+        },
+        {
+          "line": 82,
+          "text": "                rec = frozen[(seed, pairing)]"
+        },
+        {
+          "line": 90,
+          "text": "                key = (seed,pairing)"
+        },
+        {
+          "line": 94,
+          "text": "                row = {\"repeat\": repeat, \"seed\": seed, \"pairing\": pairing,"
+        },
+        {
+          "line": 114,
+          "text": "                        path = EXP / \"eligibility-replay\" / f\"mismatch-repeat-{repeat}-seed-{seed}-pairing-{pairing}-KC-events.parquet\""
+        },
+        {
+          "line": 125,
+          "text": "                    print(json.dumps({\"repeat\":repeat,\"seed\":seed,\"pairing\":pairing,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_event_replay.py",
+      "sha256": "b169937bab495c77d8ee6c1013877e7500e7354140d9fcc90595d984238ba44e",
+      "bytes": 7916,
+      "seed_rng_line_evidence": [
+        {
+          "line": 46,
+          "text": "    events={(int(seed),int(pair)):group[['step','neuron_idx']].to_numpy(np.int32)"
+        },
+        {
+          "line": 47,
+          "text": "            for (seed,pair),group in kc_events.groupby(['seed','pairing'])}"
+        },
+        {
+          "line": 48,
+          "text": "    histories={(int(seed),int(pair)):group for (seed,pair),group in historical.groupby(['train_seed','pairing'])}"
+        },
+        {
+          "line": 55,
+          "text": "        for seed in ncfg['train_seeds']:"
+        },
+        {
+          "line": 58,
+          "text": "                arr=events.get((seed,pairing),np.empty((0,2),np.int32))"
+        },
+        {
+          "line": 71,
+          "text": "                rec=histories[(seed,pairing)]"
+        },
+        {
+          "line": 84,
+          "text": "                key=(seed,pairing)"
+        },
+        {
+          "line": 86,
+          "text": "                row={'repeat':repeat,'seed':seed,'pairing':pairing,'event_count':len(arr),'event_sha256':h(arr),"
+        },
+        {
+          "line": 106,
+          "text": "            print(json.dumps({'repeat':repeat,'seed':seed,'total_so_far':len(results),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_finalize.py",
+      "sha256": "db6318467fb1ecef4003077ec1db8eac299c0c56944f463f96418ab41135c08f",
+      "bytes": 11065,
+      "seed_rng_line_evidence": [
+        {
+          "line": 112,
+          "text": "                                  'mismatch_seed_pairing':[[51202,40],[51203,39]],"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_modes.py",
+      "sha256": "8980ff1581c81d99752515349ee7be747a6f954a94ab56492b400a5324f1b6a2",
+      "bytes": 6133,
+      "seed_rng_line_evidence": [
+        {
+          "line": 19,
+          "text": "SEED=42003"
+        },
+        {
+          "line": 40,
+          "text": "    rt.reset(SEED)"
+        },
+        {
+          "line": 48,
+          "text": "        out=direct.run('hybrid-exact',target,50.,SEED,1000.,capture_events=(mode=='logging-on'))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o_targeted.py",
+      "sha256": "cfd6cc4dd0f2c0d58b5eb2634fb4e6bd530eec5037c4c8462f6ef7a885301200",
+      "bytes": 4268,
+      "seed_rng_line_evidence": [
+        {
+          "line": 24,
+          "text": "    by={(int(s),int(p)):g for (s,p),g in history.groupby(['train_seed','pairing'])}"
+        },
+        {
+          "line": 35,
+          "text": "    for seed,pairing in [(51202,40),(51203,39)]:"
+        },
+        {
+          "line": 38,
+          "text": "            rec=by[(seed,p)]"
+        },
+        {
+          "line": 43,
+          "text": "        rec=by[(seed,pairing)]"
+        },
+        {
+          "line": 47,
+          "text": "            run=sim.run_rates(*pn,seed+pairing,float(mcfg['protocol']['duration_ms']),delta=delta,dan_targets=dan,"
+        },
+        {
+          "line": 53,
+          "text": "            row={'seed':seed,'pairing':pairing,'repeat':repeat,'event_count':len(events),"
+        },
+        {
+          "line": 64,
+          "text": "            print(json.dumps({'seed':seed,'pairing':pairing,'repeat':repeat,'exact':row['exact_to_frozen'],"
+        },
+        {
+          "line": 69,
+          "text": "         'distinct_event_hashes_by_trial':{f'{s}/{p}':len({r['event_sha256'] for r in rows if r['seed']==s and r['pairing']==p}) for s,p in [(51202,40),(51203,39)]},"
+        },
+        {
+          "line": 70,
+          "text": "         'same_seed_config_and_sealed_additive_prefix':True,"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4o.yaml",
+      "sha256": "8b380f0597dd3f2d656e9e773a581855f75d940bcc0dad9e84abb6b02173aa16",
+      "bytes": 1253,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p_benchmark.py",
+      "sha256": "8d8bad3db949da876c5a7fe9f20845a10c4128523da69bcb4b5c3fab69c15e7a",
+      "bytes": 4284,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "    forced = phase4p.phase4c.generate_forced(steps, len(target_np), float(spec[\"rate_hz\"]), rt.dt, int(spec[\"seed\"]), rt.device)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p_finalize.py",
+      "sha256": "b627fb0934bca8f04ec7c595a7b5e6690a2af62a44bc00ff2972f9f764671cd4",
+      "bytes": 6047,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p_revalidate.py",
+      "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+      "bytes": 31558,
+      "seed_rng_line_evidence": [
+        {
+          "line": 106,
+          "text": "    def run(self, targets: np.ndarray, rates_hz: np.ndarray, seed: int, duration_ms: float,"
+        },
+        {
+          "line": 112,
+          "text": "        gen = torch.Generator(device=self.device); gen.manual_seed(int(seed))"
+        },
+        {
+          "line": 114,
+          "text": "        forced = (torch.rand((steps, len(targets)), generator=gen, device=self.device) < probs[None, :]).to(torch.uint8)"
+        },
+        {
+          "line": 185,
+          "text": "    seeds = [50101, 50102, 50103, 50104, 50105]"
+        },
+        {
+          "line": 189,
+          "text": "        for seed in seeds:"
+        },
+        {
+          "line": 190,
+          "text": "            run = sim.run(targets, rates, seed + oi * 100, 100.0)"
+        },
+        {
+          "line": 193,
+          "text": "            rows.append({\"odor\": oi, \"seed\": seed, \"KC_active\": active, \"KC_active_fraction\": fraction,"
+        },
+        {
+          "line": 205,
+          "text": "    x1 = sim.run(held[0], np.full(n, 50.0, np.float32), seeds[0], 100.0)"
+        },
+        {
+          "line": 206,
+          "text": "    x2 = sim.run(held[0], np.full(n, 50.0, np.float32), seeds[0], 100.0)"
+        },
+        {
+          "line": 241,
+          "text": "    cfg, panel, vectors, selection, mapping = door_inputs(); seeds = list(map(int, cfg[\"odor_encoder\"][\"evaluation_seeds\"]))"
+        },
+        {
+          "line": 246,
+          "text": "            for seed in seeds:"
+        },
+        {
+          "line": 247,
+          "text": "                runs[(mode, oid, seed)] = sim.run(t, r, seed, float(cfg[\"odor_encoder\"][\"duration_ms\"]), collect_events=True)"
+        },
+        {
+          "line": 251,
+          "text": "            arr = [runs[(mode, oid, s)][\"kc_counts\"] for s in seeds]"
+        },
+        {
+          "line": 256,
+          "text": "                ds = [metrics(runs[(mode, odor_ids[i], s)][\"kc_counts\"], runs[(mode, odor_ids[j], s)][\"kc_counts\"])[\"euclidean\"] for s in seeds]"
+        },
+        {
+          "line": 268,
+          "text": "           \"DoOR_static_mapping_reused_unchanged\": True, \"odor_count\": len(panel), \"seeds\": seeds}"
+        },
+        {
+          "line": 281,
+          "text": "    for seed in map(int, mcfg[\"protocol\"][\"train_seeds\"]):"
+        },
+        {
+          "line": 284,
+          "text": "            run = sim.run(targets, rates, seed + pairing, float(mcfg[\"protocol\"][\"duration_ms\"]), E=E,"
+        },
+        {
+          "line": 290,
+          "text": "                states[(seed, pairing)] = E.copy()"
+        },
+        {
+          "line": 291,
+          "text": "                rows.append({\"seed\": seed, \"pairing\": pairing, \"updated_edges\": int(np.count_nonzero(E < 1)),"
+        },
+        {
+          "line": 294,
+          "text": "            if pairing % 20 == 0: print(json.dumps({\"R5_training_seed\": seed, \"pairing\": pairing}), flush=True)"
+        },
+        {
+          "line": 296,
+          "text": "    np.savez_compressed(exp / \"revalidation/R5-efficacy-states.npz\", **{f\"seed_{s}_pairing_{p}\": x for (s, p), x in states.items()})"
+        },
+        {
+          "line": 335,
+          "text": "def eval_events(sim: DeterministicAPLSim, seed: int, oid: str) -> dict[str, Any]:"
+        },
+        {
+          "line": 337,
+          "text": "    return sim.run(targets, rates, seed, 120.0, collect_events=True)"
+        },
+        {
+          "line": 343,
+          "text": "    train_seeds = list(map(int, mcfg[\"protocol\"][\"train_seeds\"])); eval_seeds = list(map(int, mcfg[\"protocol\"][\"evaluation_seeds\"]))"
+        },
+        {
+          "line": 347,
+          "text": "        for i, seed in enumerate(eval_seeds):"
+        },
+        {
+          "line": 348,
+          "text": "            run = eval_events(sim, seed, oid); events[(label, seed)] = run"
+        },
+        {
+          "line": 350,
+          "text": "            learned = replay.run(run[\"kc_event_step\"], run[\"kc_event_node\"], states[(train_seeds[i], 100)], 120.0)"
+        },
+        {
+          "line": 351,
+          "text": "            rows.append({\"odor\": label, \"seed\": seed, \"train_seed\": train_seeds[i],"
+        },
+        {
+          "line": 364,
+          "text": "           \"isolated_functional_A_seeds\": int((a.spike_L1 > 0).sum()), \"A_spike_L1_mean\": float(a.spike_L1.mean()),"
+        },
+        {
+          "line": 373,
+          "text": "    train = list(map(int, mcfg[\"protocol\"][\"train_seeds\"])); evals = list(map(int, mcfg[\"protocol\"][\"evaluation_seeds\"]))"
+        },
+        {
+          "line": 395,
+          "text": "            for i, seed in enumerate(evals):"
+        },
+        {
+          "line": 396,
+          "text": "                base = sim.run(t, r, seed, 120.0)"
+        },
+        {
+          "line": 397,
+          "text": "                post = sim.run(t, r, seed, 120.0, E=states[(train[i], pairing)])"
+        },
+        {
+          "line": 400,
+          "text": "                          \"functional_seeds\": int(np.count_nonzero(effects))})"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p_validate.py",
+      "sha256": "ce06aa5cb6439450440a91603af1c0d187b20dc11abda6528ea0dfc6b71569b5",
+      "bytes": 30605,
+      "seed_rng_line_evidence": [
+        {
+          "line": 241,
+          "text": "    forced = phase4p.phase4c.generate_forced(200, len(target_np), float(spec[\"rate_hz\"]), rt.dt, int(spec[\"seed\"]), rt.device)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p.py",
+      "sha256": "c8a13dbdd58dd222f73c1224de448e54bdf90c3f533163427a2bb25446a03999",
+      "bytes": 10909,
+      "seed_rng_line_evidence": [
+        {
+          "line": 86,
+          "text": "    def run(self,targets_np:np.ndarray,rate:float,seed:int,duration_ms:float,capture=True,forced_override=None):"
+        },
+        {
+          "line": 88,
+          "text": "        forced=forced_override if forced_override is not None else phase4c.generate_forced(steps,len(targets_np),rate,self.dt,seed,self.device)"
+        },
+        {
+          "line": 136,
+          "text": "            run=rt.run(target,float(spec['rate_hz']),int(spec['seed']),float(spec['duration_ms']),True)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4p.yaml",
+      "sha256": "6d0189f4ec570cb3352d15ed8d195d1ccb32ee1d29c33dc1e4f00d377b74787e",
+      "bytes": 2525,
+      "seed_rng_line_evidence": [
+        {
+          "line": 38,
+          "text": "  - {name: auditory-10hz, population: auditory, rate_hz: 10, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 39,
+          "text": "  - {name: auditory-100hz, population: auditory, rate_hz: 100, seed: 42001, duration_ms: 1000.0}"
+        },
+        {
+          "line": 40,
+          "text": "  - {name: olfactory-50hz, population: olfactory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 41,
+          "text": "  - {name: mechanosensory-50hz, population: mechanosensory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        },
+        {
+          "line": 42,
+          "text": "  - {name: gustatory-50hz, population: gustatory, rate_hz: 50, seed: 42003, duration_ms: 1000.0}"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4q_seal.py",
+      "sha256": "d2bb488498663c367ac1620c238e4fe83573358ce3bdc132718fd85510cc6da2",
+      "bytes": 740,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4q.py",
+      "sha256": "2cd10fb215d7ed624f4a4323453d20c4327bea490fa52eb3afc5d7fa0176a6e5",
+      "bytes": 38764,
+      "seed_rng_line_evidence": [
+        {
+          "line": 70,
+          "text": "def random_us_steps(base: int, seed: int, count: int, nsteps: int) -> np.ndarray:"
+        },
+        {
+          "line": 71,
+          "text": "    rng = np.random.default_rng(base + seed)"
+        },
+        {
+          "line": 166,
+          "text": "    labels = cfg[\"calibration\"][\"labels\"]; seeds = list(map(int, cfg[\"calibration\"][\"seeds\"])); duration = float(cfg[\"calibration\"][\"duration_ms\"])"
+        },
+        {
+          "line": 174,
+          "text": "        for seed in seeds:"
+        },
+        {
+          "line": 175,
+          "text": "            matched = sim.run(targets, rates, seed + oi*100, duration, dan_targets=dan, dan_pulses=[us_ms], collect_events=True)"
+        },
+        {
+          "line": 176,
+          "text": "            rand_step = int(random_us_steps(int(cfg[\"calibration\"][\"random_us_seed_base\"]), seed + oi*100, 1, nsteps)[0])"
+        },
+        {
+          "line": 177,
+          "text": "            random_run = sim.run(targets, rates, seed + oi*100, duration, dan_targets=dan, dan_pulses=[rand_step*sim.dt], collect_events=True)"
+        },
+        {
+          "line": 178,
+          "text": "            event_cache[(label, seed, \"matched\")] = matched; event_cache[(label, seed, \"random\")] = random_run"
+        },
+        {
+          "line": 179,
+          "text": "            input_rows.append({\"label\": label, \"odor_id\": str(odor.odor_id), \"odor_name\": str(odor.odor_name), \"seed\": seed,"
+        },
+        {
+          "line": 187,
+          "text": "        for (label, seed, condition), run in event_cache.items():"
+        },
+        {
+          "line": 188,
+          "text": "            u = us_step if condition == \"matched\" else int(next(x[\"random_us_step\"] for x in input_rows if x[\"label\"]==label and x[\"seed\"]==seed))"
+        },
+        {
+          "line": 191,
+          "text": "            rows.append({\"window_ms\":window,\"tau_ms\":tau,\"label\":label,\"seed\":seed,\"condition\":condition,"
+        },
+        {
+          "line": 197,
+          "text": "        x=frame[frame.window_ms==window];m=x[x.condition==\"matched\"].groupby(\"seed\").total_eligibility.mean();r=x[x.condition==\"random\"].groupby(\"seed\").total_eligibility.mean()"
+        },
+        {
+          "line": 199,
+          "text": "        qualifies=bool((m>0).sum()>=int(th[\"minimum_nonzero_seeds\"]) and ratio>=float(th[\"minimum_matched_random_ratio\"])"
+        },
+        {
+          "line": 202,
+          "text": "                          \"matched_random_ratio\":ratio,\"nonzero_matched_seeds\":int((m>0).sum()),\"distant_credit\":0.0,"
+        },
+        {
+          "line": 233,
+          "text": "             \"random_timing_definition\":\"one uniformly sampled step over the 120 ms trial per seed/pattern; equal US event count/amplitude/compartment\"})"
+        },
+        {
+          "line": 274,
+          "text": "    train_seeds=list(map(int,cfg[\"formal\"][\"train_seeds\"]));random_base=int(cfg[\"formal\"][\"random_us_seed_base\"])"
+        },
+        {
+          "line": 286,
+          "text": "    for seed in train_seeds:"
+        },
+        {
+          "line": 288,
+          "text": "        for name,E in Es.items(): states[(seed,name,0)]=E.copy()"
+        },
+        {
+          "line": 290,
+          "text": "            run=sim.run(targets,rates,seed+pairing,duration,dan_targets=dan,dan_pulses=[cfg[\"formal\"][\"matched_us_ms\"]],collect_events=True)"
+        },
+        {
+          "line": 291,
+          "text": "            random_step=int(random_us_steps(random_base,seed*1000+pairing,1,nsteps)[0])"
+        },
+        {
+          "line": 292,
+          "text": "            rrun=sim.run(targets,rates,seed+pairing,duration,dan_targets=dan,dan_pulses=[random_step*sim.dt],collect_events=True)"
+        },
+        {
+          "line": 304,
+          "text": "                    loc=source_local[j];ls=int(last_arr[loc]);contam.append({\"rule\":name,\"seed\":seed,\"pairing\":pairing,\"edge_id\":int(identity.edge_id.iloc[j]),"
+        },
+        {
+          "line": 308,
+          "text": "            pair_rows.append({\"seed\":seed,\"pairing\":pairing,\"matched_event_hash\":sha(run[\"kc_event_step\"],run[\"kc_event_node\"]),"
+        },
+        {
+          "line": 313,
+          "text": "                    states[(seed,name,pairing)]=E.copy()"
+        },
+        {
+          "line": 314,
+          "text": "                    for row in group_metrics(E,base,identity):metric_rows.append({\"seed\":seed,\"pairing\":pairing,\"rule\":name,**row})"
+        },
+        {
+          "line": 315,
+          "text": "            if pairing%20==0:print(json.dumps({\"seed\":seed,\"pairing\":pairing}),flush=True)"
+        },
+        {
+          "line": 319,
+          "text": "    np.savez_compressed(exp/\"eligibility-v3/formal-E-states.npz\",**{f\"seed_{s}__{n}__pairing_{p}\":x for (s,n,p),x in states.items()})"
+        },
+        {
+          "line": 330,
+          "text": "def state_key(seed:int,rule:str,pairing:int)->str:return f\"seed_{seed}__{rule}__pairing_{pairing}\""
+        },
+        {
+          "line": 346,
+          "text": "    replay=IsolatedReplay(sim,cfg[\"formal\"][\"target_compartment\"]);train=list(map(int,cfg[\"formal\"][\"train_seeds\"]));evals=list(map(int,cfg[\"formal\"][\"evaluation_seeds\"]));rows=[]"
+        },
+        {
+          "line": 350,
+          "text": "      for seed in evals:"
+        },
+        {
+          "line": 351,
+          "text": "        run=sim.run(targets,rates,seed,cfg[\"formal\"][\"duration_ms\"],collect_events=True);event_cache[(odor,seed)]=run"
+        },
+        {
+          "line": 354,
+          "text": "       for i,seed in enumerate(evals):"
+        },
+        {
+          "line": 355,
+          "text": "        run=event_cache[(odor,seed)];base=replay.run(run[\"kc_event_step\"],run[\"kc_event_node\"],None,cfg[\"formal\"][\"duration_ms\"])"
+        },
+        {
+          "line": 358,
+          "text": "          rows.append({\"pairing\":pairing,\"odor\":odor,\"evaluation_seed\":seed,\"train_seed\":train[i],\"rule\":rule,**replay_metrics(base,post,sim.dt)})"
+        },
+        {
+          "line": 359,
+          "text": "        rows.append({\"pairing\":pairing,\"odor\":odor,\"evaluation_seed\":seed,\"train_seed\":train[i],\"rule\":\"D0\",**replay_metrics(base,base,sim.dt)})"
+        },
+        {
+          "line": 366,
+          "text": "          \"A_functional_seeds\":int((a.spike_L1>0).sum()),\"B_functional_seeds\":int((b.spike_L1>0).sum()),\"A_minus_B\":float(a.spike_L1.mean()-b.spike_L1.mean())})"
+        },
+        {
+          "line": 368,
+          "text": "    majority=int(cfg[\"gates\"][\"isolated_majority_seeds\"]);matched_majority=bool((v3.A_functional_seeds>=majority).any());b_lower=bool((v3.A_minus_B>0).any())"
+        },
+        {
+          "line": 369,
+          "text": "    random_not_mimic=not bool((vr.A_functional_seeds>=majority).any() and (vr.A_minus_B>0).any());d0zero=bool((d0.A_spike_L1_mean==0).all()&(d0.B_spike_L1_mean==0).all())"
+        },
+        {
+          "line": 385,
+          "text": "    train=list(map(int,cfg[\"formal\"][\"train_seeds\"]));evals=list(map(int,cfg[\"formal\"][\"evaluation_seeds\"]));rows=[];t0=time.perf_counter()"
+        },
+        {
+          "line": 389,
+          "text": "       for i,seed in enumerate(evals):"
+        },
+        {
+          "line": 390,
+          "text": "        base=sim.run(targets,rates,seed,cfg[\"formal\"][\"duration_ms\"])"
+        },
+        {
+          "line": 392,
+          "text": "          post=sim.run(targets,rates,seed,cfg[\"formal\"][\"duration_ms\"],E=states[state_key(train[i],rule,pairing)])"
+        },
+        {
+          "line": 393,
+          "text": "          rows.append({\"pairing\":pairing,\"odor\":odor,\"seed\":seed,\"rule\":rule,"
+        },
+        {
+          "line": 405,
+          "text": "                    \"B_downstream_L1\":float(b.downstream_spike_L1.mean()),\"A_specific_seeds\":int((a.MBON_spike_L1>b.MBON_spike_L1.to_numpy()).sum())})"
+        },
+        {
+          "line": 407,
+          "text": "    whole_pass=bool((v.A_specific_seeds>=int(cfg[\"gates\"][\"wholebrain_majority_seeds\"])).any() and not (r.A_specific_seeds>=int(cfg[\"gates\"][\"wholebrain_majority_seeds\"])).any())"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4q.yaml",
+      "sha256": "2cf3f799a5c1d24c20ed7aa1ff920daffa792b189002d0d7dcee1e51a4d49bd7",
+      "bytes": 2607,
+      "seed_rng_line_evidence": [
+        {
+          "line": 22,
+          "text": "  seeds: [52101, 52102, 52103, 52104, 52105]"
+        },
+        {
+          "line": 25,
+          "text": "  random_us_seed_base: 930000"
+        },
+        {
+          "line": 27,
+          "text": "    minimum_nonzero_seeds: 5"
+        },
+        {
+          "line": 38,
+          "text": "  train_seeds: [51201, 51202, 51203, 51204, 51205]"
+        },
+        {
+          "line": 39,
+          "text": "  evaluation_seeds: [51301, 51302, 51303, 51304, 51305]"
+        },
+        {
+          "line": 45,
+          "text": "  random_us_seed_base: 940000"
+        },
+        {
+          "line": 52,
+          "text": "  isolated_majority_seeds: 3"
+        },
+        {
+          "line": 55,
+          "text": "  wholebrain_majority_seeds: 3"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4r_plot.py",
+      "sha256": "48f954a001b3cd7cdd3573bf816bf8baba94e154420e3847cec520ca4d406c5b",
+      "bytes": 918,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4r_report.py",
+      "sha256": "f2784afddd70c2da07e7bd35aa28ac49e64b404b82cac2b6f924244c473ce5cc",
+      "bytes": 5838,
+      "seed_rng_line_evidence": [
+        {
+          "line": 41,
+          "text": " 'No timing/eligibility candidate was selected. Independent heldout seeds replicate diagnosis; heldout odor generalization was not tested.'"
+        },
+        {
+          "line": 61,
+          "text": " '| Seed split | Window (ms) | Random [0,120) | Random [30,110] |',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4r.py",
+      "sha256": "f33b7d01ff3fe3858a1d995a7471740218be250910548fde11b87432a15a73f1",
+      "bytes": 25586,
+      "seed_rng_line_evidence": [
+        {
+          "line": 90,
+          "text": "            for seed in cfg[split+'_seeds']:"
+        },
+        {
+          "line": 91,
+          "text": "                actual=seed+oi*100"
+        },
+        {
+          "line": 92,
+          "text": "                qs=int(random_us_steps(cfg['random_q_seed_base'],actual,1,nsteps)[0])"
+        },
+        {
+          "line": 93,
+          "text": "                ns=round(float(np.random.default_rng(cfg['random_n_seed_base']+actual).uniform(30,110))/dt)"
+        },
+        {
+          "line": 95,
+          "text": "                  'split':split,'seed':seed,'actual_seed':actual,'matched_step':round(cfg['matched_us_ms']/dt),"
+        },
+        {
+          "line": 142,
+          "text": "        tag=f\"{spec['split']}-{spec['label']}-{spec['seed']}\";targets,rates=drives[spec['label']]"
+        },
+        {
+          "line": 146,
+          "text": "            u=gates[condition];run=sim.run(targets,rates,spec['actual_seed'],cfg['duration_ms'],"
+        },
+        {
+          "line": 174,
+          "text": "                    old=qmatrix[(qmatrix.label==spec['label'])&(qmatrix.seed==spec['seed'])&(qmatrix.condition==qc)&(qmatrix.window_ms==w)].iloc[0]"
+        },
+        {
+          "line": 175,
+          "text": "                    oldh=qold[(qold.label==spec['label'])&(qold.seed==spec['seed'])].iloc[0][qc+'_event_hash']"
+        },
+        {
+          "line": 194,
+          "text": "                grid.append({'label':spec['label'],'seed':spec['seed'],'split':spec['split'],'window_ms':w,"
+        },
+        {
+          "line": 208,
+          "text": "                edge_rows.append({'label':spec['label'],'seed':spec['seed'],'split':spec['split'],'window_ms':w,"
+        },
+        {
+          "line": 218,
+          "text": "                rr=sim.run(targets,rates,spec['actual_seed'],cfg['duration_ms'],dan_targets=dan,dan_pulses=[90],collect_events=True)"
+        },
+        {
+          "line": 222,
+          "text": "        print(json.dumps({'completed_trials':ix+1,'of':len(inputs),'label':spec['label'],'seed':spec['seed']}),flush=True)"
+        },
+        {
+          "line": 228,
+          "text": "    save(exp/'regression/full-runtime-10-repeat.json',{'scope':'one calibration odor/seed, 120ms, unchanged APL and runtime-v2',"
+        },
+        {
+          "line": 238,
+          "text": "            r=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        },
+        {
+          "line": 284,
+          "text": "      'limitations':['Same two calibration odors with independent heldout seeds; not heldout odors or generalization proof.',"
+        },
+        {
+          "line": 303,
+          "text": "        axs[1,oi].axvline(90,color='black',ls=':');axs[1,oi].set(title='Fixed-event credit vs US time (heldout seeds)',xlabel='US time (ms)',ylabel='Summed edge eligibility');axs[1,oi].legend(ncol=2)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4r.yaml",
+      "sha256": "3305f622f6d6422c4240979382ac93f951b9a65d331b07b616d0aee994a99c3f",
+      "bytes": 1391,
+      "seed_rng_line_evidence": [
+        {
+          "line": 9,
+          "text": "calibration_seeds: [52101, 52102, 52103, 52104, 52105]"
+        },
+        {
+          "line": 10,
+          "text": "heldout_seeds: [52201, 52202, 52203, 52204, 52205]"
+        },
+        {
+          "line": 16,
+          "text": "random_q_seed_base: 930000"
+        },
+        {
+          "line": 17,
+          "text": "random_n_seed_base: 950000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4s_report.py",
+      "sha256": "fabbc424dbff90e416ea877041ebfb4c92379e91c61b822190b73cbe2a0faf00",
+      "bytes": 5267,
+      "seed_rng_line_evidence": [
+        {
+          "line": 26,
+          "text": "        A_specific_seeds=('A_specific','sum'),random_specific_seeds=('random_specific','sum'))"
+        },
+        {
+          "line": 49,
+          "text": "    lines+=['独立 seeds 验证：','', '| 气味 | matched/random credit 比值 | 达标 seeds |','|---|---:|---:|']"
+        },
+        {
+          "line": 50,
+          "text": "    for x in r['heldout']['odors']:lines.append(f\"| {x['label']} | {x['ratio']:.4f} | {x['qualifying_seeds']}/5 |\")"
+        },
+        {
+          "line": 57,
+          "text": "    lines+=[f\"Isolated gate：{r['isolated']['gate_pass']}。\",'', '| Seed | A L1 | B L1 | random A L1 | random B L1 |','|---|---:|---:|---:|---:|']"
+        },
+        {
+          "line": 58,
+          "text": "    for x in r['isolated']['endpoint']:lines.append(f\"| {x['seed']} | {x['A']} | {x['B']} | {x['random_A']} | {x['random_B']} |\")"
+        },
+        {
+          "line": 62,
+          "text": "          '限制：只有两个 calibration odors 和五个独立验证 seeds；credit 改善与刺激特异 MBON 功能变化分别判定。没有根据正式 A/B 或 heldout 结果重新挑参数，没有提前停止在最有利 checkpoint。']"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4s.py",
+      "sha256": "59e4ee98a2a81321b1d1f9edd78035133ade8b73673b47a9c89f77bd39511769",
+      "bytes": 20731,
+      "seed_rng_line_evidence": [
+        {
+          "line": 35,
+          "text": "        n=int((g.ratio>=gate['per_seed_ratio_at_least']).sum())"
+        },
+        {
+          "line": 36,
+          "text": "        details.append({'label':label,'mean_matched':m,'mean_random':r,'ratio':ratio,'qualifying_seeds':n,"
+        },
+        {
+          "line": 37,
+          "text": "          'pass':bool(ratio is not None and ratio>=gate['mean_matched_random_ratio_each_odor'] and n>=gate['qualifying_seeds_each_odor'])})"
+        },
+        {
+          "line": 53,
+          "text": "        run=rt.run(np.flatnonzero(rt.pops[spec['population']]),spec['rate_hz'],spec['seed'],spec['duration_ms'])"
+        },
+        {
+          "line": 83,
+          "text": "        for seed in cfg['calibration_seeds']:"
+        },
+        {
+          "line": 84,
+          "text": "            actual=seed+oi*cfg['odor_seed_offset'];r=sim.run(targets,rates,actual,duration,collect_events=True);assert r['finite']"
+        },
+        {
+          "line": 85,
+          "text": "            cached[(label,seed)]=(targets,rates,actual,r);persist_run(exp,f'cal-{label}-{seed}',r)"
+        },
+        {
+          "line": 91,
+          "text": "                    calrows.append({'label':label,'seed':seed,'window_ms':w,'US_ms':u,'matched':m,'random_expectation':den,'ratio':m/den if den else None})"
+        },
+        {
+          "line": 104,
+          "text": "            for seed in cfg['heldout_seeds']:"
+        },
+        {
+          "line": 105,
+          "text": "                actual=seed+oi*cfg['odor_seed_offset'];r=sim.run(targets,rates,actual,duration,collect_events=True);assert r['finite']"
+        },
+        {
+          "line": 107,
+          "text": "                held.append({'label':label,'seed':seed,'window_ms':w,'US_ms':u,'matched':m,'random_expectation':den,'ratio':m/den if den else None})"
+        },
+        {
+          "line": 108,
+          "text": "                persist_run(exp,f'held-{label}-{seed}',r)"
+        },
+        {
+          "line": 109,
+          "text": "                for pulse in (us,int(np.random.default_rng(actual+975000).integers(nsteps))):"
+        },
+        {
+          "line": 114,
+          "text": "                    gate_exact.append({'label':label,'seed':seed,'US_step':pulse,'credit_exact':bool(np.array_equal(t,tt)),"
+        },
+        {
+          "line": 138,
+          "text": "    for seed in spec['train_seed_bases']:"
+        },
+        {
+          "line": 141,
+          "text": "            states[f'{seed}_{name}_0']=E[name].copy()"
+        },
+        {
+          "line": 142,
+          "text": "            for x in group_metrics(E[name],sim.base_candidate,identity):rows.append({'seed':seed,'pairing':0,'arm':name,**x})"
+        },
+        {
+          "line": 144,
+          "text": "            actual=seed+pairing;r=sim.run(targets,rates,actual,cfg['duration_ms'],collect_events=True);assert r['finite']"
+        },
+        {
+          "line": 145,
+          "text": "            s=r['kc_event_step'];n=r['kc_event_node'];rand=int(np.random.default_rng(actual+spec['random_seed_offset']).integers(nsteps))"
+        },
+        {
+          "line": 150,
+          "text": "            event_hash=persist_run(exp,f'formal-{seed}-{pairing}',r)"
+        },
+        {
+          "line": 151,
+          "text": "            audit.append({'seed':seed,'pairing':pairing,'actual_seed':actual,'random_US_step':rand,'matched_US_step':us,'KC_hash_all_arms':event_hash,"
+        },
+        {
+          "line": 158,
+          "text": "                    contam.append({'seed':seed,'pairing':pairing,'arm':name,'edge_id':int(identity.edge_id.iloc[j]),"
+        },
+        {
+          "line": 162,
+          "text": "                    states[f'{seed}_{name}_{pairing}']=E[name].copy()"
+        },
+        {
+          "line": 163,
+          "text": "                    for x in group_metrics(E[name],sim.base_candidate,identity):rows.append({'seed':seed,'pairing':pairing,'arm':name,**x})"
+        },
+        {
+          "line": 165,
+          "text": "                np.savez_compressed(exp/'formal'/f'states-{seed}.npz',**{k:v for k,v in states.items() if k.startswith(str(seed)+'_')})"
+        },
+        {
+          "line": 166,
+          "text": "            if pairing%20==0:print(json.dumps({'formal_seed':seed,'pairings':pairing}),flush=True)"
+        },
+        {
+          "line": 167,
+          "text": "        if seed==spec['train_seed_bases'][0]:"
+        },
+        {
+          "line": 168,
+          "text": "            rr=sim.run(targets,rates,seed+100,cfg['duration_ms'],collect_events=True)"
+        },
+        {
+          "line": 169,
+          "text": "            repeat.append({'seed':seed+100,'events_exact':arrhash(rr['kc_event_step'],rr['kc_event_node'])==event_hash,"
+        },
+        {
+          "line": 175,
+          "text": "    for seed in spec['train_seed_bases']:"
+        },
+        {
+          "line": 176,
+          "text": "        z=endpoints[endpoints.seed==seed]"
+        },
+        {
+          "line": 182,
+          "text": "        gates.append({'seed':seed,'A_credit':ma,'random_A_credit':ra,'A_ratio':ratio,'B_v2':b2,'B_v3':b3,'B_reduction':red,'pass':ag and bg})"
+        },
+        {
+          "line": 183,
+          "text": "    fp=sum(x['pass'] for x in gates)>=spec['minimum_seed_majority']"
+        },
+        {
+          "line": 184,
+          "text": "    summary['formal']={'gate_pass':fp,'primary_endpoint':spec['primary_endpoint'],'seeds':gates,'open_loop_shadow_only':True}"
+        },
+        {
+          "line": 190,
+          "text": "        for es in spec['evaluation_seeds']:"
+        },
+        {
+          "line": 194,
+          "text": "            for seed,es in zip(spec['train_seed_bases'],spec['evaluation_seeds']):"
+        },
+        {
+          "line": 197,
+          "text": "                    post=replay.run(er['kc_event_step'],er['kc_event_node'],states[f'{seed}_{name}_{pairing}'],cfg['duration_ms'])"
+        },
+        {
+          "line": 198,
+          "text": "                    results.append({'pairing':pairing,'odor':odor,'seed':seed,'evaluation_seed':es,'arm':name,**replay_metrics(base,post,sim.dt)})"
+        },
+        {
+          "line": 201,
+          "text": "        for seed in spec['train_seed_bases']:"
+        },
+        {
+          "line": 202,
+          "text": "            def L(arm,odor):return int(z[(z.pairing==pairing)&(z.seed==seed)&(z.arm==arm)&(z.odor==odor)].spike_L1.iloc[0])"
+        },
+        {
+          "line": 204,
+          "text": "            trajectory.append({'pairing':pairing,'seed':seed,'A':a,'B':b,'random_A':ra,'random_B':rb,'A_specific':a>0 and a>b,'random_specific':ra>0 and ra>rb,'matched_beats_random':a>ra})"
+        },
+        {
+          "line": 205,
+          "text": "    endpoint=[x for x in trajectory if x['pairing']==spec['primary_endpoint']];major=spec['minimum_seed_majority']"
+        },
+        {
+          "line": 213,
+          "text": "            for seed,es in zip(spec['train_seed_bases'],spec['evaluation_seeds']):"
+        },
+        {
+          "line": 216,
+          "text": "                    post=sim.run(t,rates,es,cfg['duration_ms'],E=states[f'{seed}_{name}_100'])"
+        },
+        {
+          "line": 217,
+          "text": "                    whole.append({'seed':seed,'odor':odor,'arm':name,'MBON_L1':int(np.abs(post['mbon_counts']-base['mbon_counts']).sum()),"
+        },
+        {
+          "line": 220,
+          "text": "        for seed in spec['train_seed_bases']:"
+        },
+        {
+          "line": 221,
+          "text": "            def v(arm,odor):return int(wf[(wf.seed==seed)&(wf.arm==arm)&(wf.odor==odor)].MBON_L1.iloc[0])"
+        },
+        {
+          "line": 223,
+          "text": "            wg.append({'seed':seed,'A':a,'B':b,'random_A':ra,'random_B':rb,'specific':a>b and a>ra,'random_specific':ra>rb})"
+        },
+        {
+          "line": 225,
+          "text": "        summary['whole']={'run':True,'pass':wp,'seeds':wg};summary['credit_candidate']=bool(wp)"
+        },
+        {
+          "line": 238,
+          "text": "        save(model/'MaleCNS-CSUS-Timing-v1-candidate.json',{'scope':'independent calibration and seed-heldout matched/random credit timing only; no memory claim',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4s.yaml",
+      "sha256": "58fb71c556db31a0b087cbf6452d708d2cbf0a26900b3f40570fc525011f3752",
+      "bytes": 2809,
+      "seed_rng_line_evidence": [
+        {
+          "line": 15,
+          "text": "calibration_seeds: [54101, 54102, 54103, 54104, 54105]"
+        },
+        {
+          "line": 16,
+          "text": "heldout_seeds: [55101, 55102, 55103, 55104, 55105]"
+        },
+        {
+          "line": 17,
+          "text": "odor_seed_offset: 100000"
+        },
+        {
+          "line": 22,
+          "text": "  per_seed_ratio_at_least: 3.0"
+        },
+        {
+          "line": 23,
+          "text": "  qualifying_seeds_each_odor: 3"
+        },
+        {
+          "line": 24,
+          "text": "  selection: shortest qualifying window, then earliest qualifying US; formal odors and heldout seeds forbidden for selection"
+        },
+        {
+          "line": 28,
+          "text": "  train_seed_bases: [61000, 62000, 63000, 64000, 65000]"
+        },
+        {
+          "line": 29,
+          "text": "  evaluation_seeds: [71001, 71002, 71003, 71004, 71005]"
+        },
+        {
+          "line": 33,
+          "text": "  random_seed_offset: 975000"
+        },
+        {
+          "line": 35,
+          "text": "  source_events: unchanged base brain, one fresh independent seed per pairing; all eligibility arms share exactly the same events"
+        },
+        {
+          "line": 40,
+          "text": "  minimum_seed_majority: 3"
+        },
+        {
+          "line": 41,
+          "text": "  isolated_gate: at predeclared 100 pairings, at least 3/5 seeds show positive A spike-count L1 greater than paired B; matched effect must exceed random A effect in at least 3/5, and random must not meet specificity majority"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4t_audit.py",
+      "sha256": "7c8ab087dfcae9b0871d1f63a124937e15125c6d5d3540156ef5b7c5b4f34a02",
+      "bytes": 9078,
+      "seed_rng_line_evidence": [
+        {
+          "line": 48,
+          "text": "        split,label,seed=p.stem.split('-');seed=int(seed)"
+        },
+        {
+          "line": 72,
+          "text": "        old=old[(old.label==label)&(old.seed==seed)&(old.window_ms==w)&(old.US_ms==chosen['US_ms'])].iloc[0]"
+        },
+        {
+          "line": 86,
+          "text": "        row={'split':split,'label':label,'seed':seed,'source_file':str(p),'events_sha256':sha(p),"
+        },
+        {
+          "line": 102,
+          "text": "            hist.append({'split':split,'label':label,'seed':seed,'start_ms':begin*dt,"
+        },
+        {
+          "line": 104,
+          "text": "        for s,n in zip(ts,nodes):timelines.append({'split':split,'label':label,'seed':seed,"
+        },
+        {
+          "line": 108,
+          "text": "        for s,c in enumerate(curve):gates.append({'split':split,'label':label,'seed':seed,'US_step':s,'credit':float(c)})"
+        },
+        {
+          "line": 122,
+          "text": "      'limits':['Descriptive reuse of known seeds, not independent validation.',"
+        },
+        {
+          "line": 132,
+          "text": "      '| split | odor | seed | KC active | target active | first target ms | peak bin ms | reason |',"
+        },
+        {
+          "line": 134,
+          "text": "    for x in rows:lines.append(f\"| {x['split']} | {x['label']} | {x['seed']} | {x['KC_active']} | {x['target_active_KC']} | {x['first_target_ms']} | {x['peak_bin_start_ms']} | {x['reason']} |\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4t.py",
+      "sha256": "eebb61a1b97fb3de90746d23cc3037d1290a97d505ecff7fc784948e68dfa88e",
+      "bytes": 12119,
+      "seed_rng_line_evidence": [
+        {
+          "line": 65,
+          "text": "    seedsets=[{int(s)+i*cfg['odor_seed_offset'] for i in range(len(odors)) for s in cfg[k]} for k in ('calibration_seeds','validation_seeds')]"
+        },
+        {
+          "line": 66,
+          "text": "    assert seedsets[0].isdisjoint(seedsets[1])"
+        },
+        {
+          "line": 80,
+          "text": "    def trial(oi,seed,split,ws,us):"
+        },
+        {
+          "line": 82,
+          "text": "        actual=seed+oi*cfg['odor_seed_offset']"
+        },
+        {
+          "line": 84,
+          "text": "        phase4s.persist_run(exp,f'{split}-{oi}-{seed}',r)"
+        },
+        {
+          "line": 90,
+          "text": "                records.append({'split':split,'odor_id':odor.odor_id,'odor_index':oi,'seed':seed,'actual_seed':actual,"
+        },
+        {
+          "line": 94,
+          "text": "        for seed in cfg['calibration_seeds']:trial(oi,seed,'calibration',cfg['windows_ms'],cfg['candidate_US_ms'])"
+        },
+        {
+          "line": 95,
+          "text": "        print(json.dumps({'stage':'calibration','odor_index':oi,'seeds':len(cfg['calibration_seeds'])}),flush=True)"
+        },
+        {
+          "line": 102,
+          "text": "    summary={'phase':'4T','P0_diagnosis_pass':True,'calibration':chosen,'seed_validation':None,'odor_validation':None,"
+        },
+        {
+          "line": 107,
+          "text": "            split='seed_validation' if oi<len(cal) else 'odor_validation'"
+        },
+        {
+          "line": 108,
+          "text": "            for si,seed in enumerate(cfg['validation_seeds']):"
+        },
+        {
+          "line": 109,
+          "text": "                r,t,rates,actual=trial(oi,seed,split,[w],[u])"
+        },
+        {
+          "line": 110,
+          "text": "                if si<cfg['live_US_checks']['first_seeds_per_validation_odor']:"
+        },
+        {
+          "line": 111,
+          "text": "                    for pulse in (us,int(np.random.default_rng(actual+cfg['live_US_checks']['random_seed_offset']).integers(nsteps))):"
+        },
+        {
+          "line": 113,
+          "text": "                        phase4s.persist_run(exp,f'live-{oi}-{seed}-{pulse}',forced)"
+        },
+        {
+          "line": 117,
+          "text": "                        live.append({'odor_index':oi,'seed':seed,'US_step':pulse,'trace_exact':bool(np.array_equal(a,b)),"
+        },
+        {
+          "line": 121,
+          "text": "                    repeats.append({'odor_index':oi,'seed':seed,'events_exact':arrhash(rr['kc_event_step'],rr['kc_event_node'])==arrhash(r['kc_event_step'],r['kc_event_node']),"
+        },
+        {
+          "line": 123,
+          "text": "            print(json.dumps({'stage':split,'odor_index':oi,'seeds':len(cfg['validation_seeds'])}),flush=True)"
+        },
+        {
+          "line": 125,
+          "text": "        for split in ('seed_validation','odor_validation'):summary[split]=gate([r for r in rows if r['split']==split],cfg,w,u)"
+        },
+        {
+          "line": 129,
+          "text": "        summary['timing_gate_pass']=summary['seed_validation']['pass'] and summary['odor_validation']['pass'] and summary['live_controls_pass'] and summary['repeats_pass']"
+        },
+        {
+          "line": 148,
+          "text": "        save(model/'MaleCNS-CSUS-Timing-Stability-v1-candidate.json',{'scope':'Independent seed and timing-heldout odor validation only; not local credit specificity or memory',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4t.yaml",
+      "sha256": "98a16acd2c7ff035134844b0aabd2b4b3b56ab732c91881b0f9b97bf88fc4a46",
+      "bytes": 2044,
+      "seed_rng_line_evidence": [
+        {
+          "line": 16,
+          "text": "calibration_seeds: [86101,86102,86103,86104,86105,86106,86107,86108,86109,86110,86111,86112,86113,86114,86115,86116,86117,86118,86119,86120]"
+        },
+        {
+          "line": 17,
+          "text": "validation_seeds: [87101,87102,87103,87104,87105,87106,87107,87108,87109,87110,87111,87112,87113,87114,87115,87116,87117,87118,87119,87120]"
+        },
+        {
+          "line": 18,
+          "text": "odor_seed_offset: 1000000"
+        },
+        {
+          "line": 23,
+          "text": "  selection: maximize minimum across calibration odors of 20th percentile per-seed matched/random ratio; ties choose shorter window then earlier US"
+        },
+        {
+          "line": 27,
+          "text": "  first_seeds_per_validation_odor: 2"
+        },
+        {
+          "line": 28,
+          "text": "  random_seed_offset: 9700000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4u.py",
+      "sha256": "c97b908f38619a52a291c63fe90056f69d966f4138f50a3489f54e6e0ff8683e",
+      "bytes": 16466,
+      "seed_rng_line_evidence": [
+        {
+          "line": 97,
+          "text": "    def trial(oi,seed,split,ws,us):"
+        },
+        {
+          "line": 99,
+          "text": "        actual=cfg['seed_namespace_offset']+oi*cfg['odor_seed_offset']+seed"
+        },
+        {
+          "line": 101,
+          "text": "        phase4s.persist_run(exp,f'{split}-{oi}-{seed}',r)"
+        },
+        {
+          "line": 107,
+          "text": "                records.append({'split':split,'odor_id':odor.odor_id,'odor_name':odor.odor_name,'odor_index':oi,'seed':seed,'actual_seed':actual,"
+        },
+        {
+          "line": 110,
+          "text": "        times.append({'split':split,'odor_index':oi,'seed':seed,'KC_active':int(np.count_nonzero(r['kc_counts'])),"
+        },
+        {
+          "line": 116,
+          "text": "        for si,seed in enumerate(cfg['calibration_seeds']):"
+        },
+        {
+          "line": 117,
+          "text": "            r,t,rates,actual=trial(oi,seed,'calibration',cfg['windows_ms'],cfg['candidate_US_ms'])"
+        },
+        {
+          "line": 120,
+          "text": "                repeats.append({'split':'calibration','odor_index':oi,'seed':seed,"
+        },
+        {
+          "line": 123,
+          "text": "        print(json.dumps({'stage':'calibration','odor_index':oi,'seeds':len(cfg['calibration_seeds'])}),flush=True)"
+        },
+        {
+          "line": 129,
+          "text": "    summary={'phase':'4U','calibration':chosen,'seed_validation':None,'new_odor_validation':None,'timing_gate_pass':False,"
+        },
+        {
+          "line": 134,
+          "text": "            split='seed_validation' if oi<nc else 'new_odor_validation'"
+        },
+        {
+          "line": 135,
+          "text": "            for si,seed in enumerate(cfg['validation_seeds']):"
+        },
+        {
+          "line": 136,
+          "text": "                r,t,rates,actual=trial(oi,seed,split,[w],[u])"
+        },
+        {
+          "line": 137,
+          "text": "                if si<cfg['live_US_checks']['seeds_per_validation_odor']:"
+        },
+        {
+          "line": 138,
+          "text": "                    for pulse in (us,int(np.random.default_rng(actual+cfg['live_US_checks']['random_seed_offset']).integers(nsteps))):"
+        },
+        {
+          "line": 140,
+          "text": "                        phase4s.persist_run(exp,f'live-{oi}-{seed}-{pulse}',rr)"
+        },
+        {
+          "line": 144,
+          "text": "                        live.append({'odor_index':oi,'seed':seed,'US_step':pulse,'trace_exact':bool(np.array_equal(a,b)),"
+        },
+        {
+          "line": 146,
+          "text": "            print(json.dumps({'stage':split,'odor_index':oi,'seeds':len(cfg['validation_seeds'])}),flush=True)"
+        },
+        {
+          "line": 148,
+          "text": "        for split in ('seed_validation','new_odor_validation'):summary[split]=phase4t.gate([x for x in validation if x['split']==split],cfg,w,u)"
+        },
+        {
+          "line": 150,
+          "text": "        summary['timing_gate_pass']=summary['seed_validation']['pass'] and summary['new_odor_validation']['pass'] and summary['live_controls_pass']"
+        },
+        {
+          "line": 175,
+          "text": "    for key in ('calibration','seed_validation','new_odor_validation'):"
+        },
+        {
+          "line": 178,
+          "text": "                '| 气味 | 达标 seeds | mean ratio | q20 ratio | 零 credit | PASS |','|---|---:|---:|---:|---:|---|']"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4u.yaml",
+      "sha256": "66da0009e213681ae159fac35e69bb374f5789e8554579e4e7a5f67d97486c7a",
+      "bytes": 2242,
+      "seed_rng_line_evidence": [
+        {
+          "line": 13,
+          "text": "calibration_seeds: [118101,118102,118103,118104,118105,118106,118107,118108,118109,118110,118111,118112,118113,118114,118115,118116,118117,118118,118119,118120]"
+        },
+        {
+          "line": 14,
+          "text": "validation_seeds: [119101,119102,119103,119104,119105,119106,119107,119108,119109,119110,119111,119112,119113,119114,119115,119116,119117,119118,119119,119120]"
+        },
+        {
+          "line": 15,
+          "text": "odor_seed_offset: 2000000"
+        },
+        {
+          "line": 16,
+          "text": "seed_namespace_offset: 50000000"
+        },
+        {
+          "line": 28,
+          "text": "  selection: maximize minimum across six calibration odors of q20 per-seed ratio; ties shortest window then earliest US"
+        },
+        {
+          "line": 33,
+          "text": "  seeds_per_validation_odor: 1"
+        },
+        {
+          "line": 34,
+          "text": "  random_seed_offset: 29000000"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4v_analyze.py",
+      "sha256": "7151ae11391a3e6e9dd011cc7667cfc7dcccffc7e0943fd87d4603b1405f2a99",
+      "bytes": 6801,
+      "seed_rng_line_evidence": [
+        {
+          "line": 24,
+          "text": "    name=f'{r.odor_index}-{r.seed}-{r.condition}'"
+        },
+        {
+          "line": 33,
+          "text": "        bins.append({'odor_index':int(r.odor_index),'seed':int(r.seed),'condition':r.condition,'start_ms':float(start),"
+        },
+        {
+          "line": 69,
+          "text": "    e=pd.read_parquet(exp/'events'/f'{r.odor_index}-{r.seed}-offset.parquet')"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4v.py",
+      "sha256": "9007a0b7b01760d05a0d29d01e8551452d8029dee507992f4f06b1aa74885e53",
+      "bytes": 16601,
+      "seed_rng_line_evidence": [
+        {
+          "line": 29,
+          "text": "def forcing(sim, targets, rates, seed, cfg, mode):"
+        },
+        {
+          "line": 35,
+          "text": "        gen = torch.Generator(device=sim.device); gen.manual_seed(int(seed+b*cfg['forcing_block_seed_stride']))"
+        },
+        {
+          "line": 36,
+          "text": "        parts.append((torch.rand((block,len(targets)),generator=gen,device=sim.device)<probs[None,:]).to(torch.uint8))"
+        },
+        {
+          "line": 135,
+          "text": "        'long_input':'120ms RNG blocks with explicit seed stride; first block identical, later sequence not claimed to equal legacy long run',"
+        },
+        {
+          "line": 139,
+          "text": "    def persist(name,r,oi,seed,mode):"
+        },
+        {
+          "line": 145,
+          "text": "        row={'odor_index':oi,'odor_name':panel.iloc[oi].odor_name,'seed':seed,'condition':mode,"
+        },
+        {
+          "line": 153,
+          "text": "        for si,seed in enumerate(cfg['seeds']):"
+        },
+        {
+          "line": 154,
+          "text": "            actual=cfg['seed_namespace']+oi*cfg['odor_seed_offset']+seed"
+        },
+        {
+          "line": 158,
+          "text": "            eq=exact(legacy,short,keys); regress.append({'odor':oi,'seed':seed,'test':'short-exact','fields':eq})"
+        },
+        {
+          "line": 160,
+          "text": "            persist(f'{oi}-{seed}-short',short,oi,seed,'short')"
+        },
+        {
+          "line": 167,
+          "text": "                regress.append({'odor':oi,'seed':seed,'test':mode+'-prefix','fields':eq}); assert all(eq.values())"
+        },
+        {
+          "line": 168,
+          "text": "                persist(f'{oi}-{seed}-{mode}',r,oi,seed,mode)"
+        },
+        {
+          "line": 173,
+          "text": "                regress.append({'odor':oi,'seed':seed,'test':'quiet-warmup','fields':eq})"
+        },
+        {
+          "line": 174,
+          "text": "                persist(f'{oi}-{seed}-warmup',warm,oi,seed,'warmup')"
+        },
+        {
+          "line": 178,
+          "text": "                    regress.append({'odor':oi,'seed':seed,'test':f'US{pulse}-exact','fields':eq}); assert all(eq.values())"
+        },
+        {
+          "line": 179,
+          "text": "                    usrows.extend([dict(x,odor_index=oi,seed=seed,US_ms=pulse) for x in r['US']])"
+        },
+        {
+          "line": 180,
+          "text": "                    persist(f'{oi}-{seed}-US{pulse}',r,oi,seed,f'US{pulse}')"
+        },
+        {
+          "line": 182,
+          "text": "            print(json.dumps({'completed_odor':oi,'seed':seed,'trials':len(summaries)}),flush=True)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4v.yaml",
+      "sha256": "f35a45efb55f7702eb85adedd4d6ac284735c39470f0cb8b515f501927a7539e",
+      "bytes": 1727,
+      "seed_rng_line_evidence": [
+        {
+          "line": 11,
+          "text": "seeds: [131101,131102,131103]"
+        },
+        {
+          "line": 12,
+          "text": "seed_namespace: 80000000"
+        },
+        {
+          "line": 13,
+          "text": "odor_seed_offset: 1000000"
+        },
+        {
+          "line": 19,
+          "text": "forcing_block_seed_stride: 1000003"
+        },
+        {
+          "line": 23,
+          "text": "  - short frozen replay for every seed"
+        },
+        {
+          "line": 26,
+          "text": "  - silent100ms warmup followed by same120ms input, first seed each odor"
+        },
+        {
+          "line": 27,
+          "text": "  - scheduled US25 or90ms force-acceptance audit, first seed each odor"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4w_describe.py",
+      "sha256": "1c52ef6b47263f7b9edb9ffa7fa7096fbd5b1b8c3a4ca08298b91650942ccfea",
+      "bytes": 3881,
+      "seed_rng_line_evidence": [
+        {
+          "line": 32,
+          "text": "    'Descriptive audit; no learning, model parameter change, or candidate selection. Six previously seen odors, one fixed seed each; not independent population generalization.','',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4w_transmitter_note.py",
+      "sha256": "c971e6dd91d6d497a602f420f9929afa7aa7de7ce21867e4e63caabbdca138f1",
+      "bytes": 5377,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4w.py",
+      "sha256": "2c0c2eaf793b7f89eb8b1f606bc3878f16f101325818c5e6fe2b690eefdfb9a8",
+      "bytes": 19253,
+      "seed_rng_line_evidence": [
+        {
+          "line": 176,
+          "text": "        'before_simulation':True,'selection':'all six old odors; first fixed Phase4V seed; late common KC IDs from sealed Phase4V; diagnostic not blind validation'})"
+        },
+        {
+          "line": 198,
+          "text": "        seed=cfg['seed'];name=f'{oi}-{seed}-offset';odor=panel.iloc[oi]"
+        },
+        {
+          "line": 201,
+          "text": "        actual=vc['seed_namespace']+oi*vc['odor_seed_offset']+seed"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4w.yaml",
+      "sha256": "cc09961271f715c4e6cd6b05fd5d3a03e1ac33d00d58daed48790f0a4b358e5f",
+      "bytes": 1416,
+      "seed_rng_line_evidence": [
+        {
+          "line": 10,
+          "text": "seed: 131101"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4x.py",
+      "sha256": "89999433ca5ca81764cef921c0095a207639ac3f3b9845537d7dc819b52c1dac",
+      "bytes": 13510,
+      "seed_rng_line_evidence": [
+        {
+          "line": 86,
+          "text": "        name=f'{oi}-{wc[\"seed\"]}-offset';arr=pd.read_parquet(oldroot/'drive'/f'{name}-actual-edge-arrivals.parquet')"
+        },
+        {
+          "line": 144,
+          "text": "    lines+=['','Six old odors, one fixed seed per odor; no new blind generalization claim. Other recorded arrivals and APL remain fixed in isolated replay.',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4x.yaml",
+      "sha256": "80760868590d3d27600f90283a11a3ba1d3762a9247693d3a582f184e763353d",
+      "bytes": 1225,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4y_describe.py",
+      "sha256": "c800c4f30767e8492853b311fb36f06f020b0aee73abcfb14561300cc9a87952",
+      "bytes": 9823,
+      "seed_rng_line_evidence": [
+        {
+          "line": 15,
+          "text": "    obs=pd.read_parquet(exp/'observations'/f'{r.odor_index}-{r.seed}-{r.condition}.parquet').iloc[-1]"
+        },
+        {
+          "line": 16,
+          "text": "    inputrows.append({'odor_index':int(r.odor_index),'seed':int(r.seed),'condition':r.condition,"
+        },
+        {
+          "line": 19,
+          "text": "inp=pd.DataFrame(inputrows);assert (inp.groupby(['odor_index','seed']).requested.nunique()==1).all()"
+        },
+        {
+          "line": 23,
+          "text": "    'pairs_with_changed_accepted_count':int((inp.groupby(['odor_index','seed']).accepted_new_spikes.nunique()>1).sum()),"
+        },
+        {
+          "line": 32,
+          "text": "    name=f'{r.odor_index}-{r.seed}-{r.condition}'"
+        },
+        {
+          "line": 37,
+          "text": "            corrected.append({'odor_index':int(r.odor_index),'seed':int(r.seed),'condition':r.condition,'population':pop,"
+        },
+        {
+          "line": 56,
+          "text": "for (oi,seed,node),g in w.groupby(['odor_index','seed','neuron_idx']):"
+        },
+        {
+          "line": 59,
+          "text": "        effects.append({'odor_index':int(oi),'seed':int(seed),'neuron_idx':int(node),'condition':r.condition,"
+        },
+        {
+          "line": 61,
+          "text": "    if seed==cfg['old_replay_seed']:"
+        },
+        {
+          "line": 62,
+          "text": "        name=f'{oi}-{seed}-offset';z=x[(x.trial==name)&(x.neuron_idx==node)]"
+        },
+        {
+          "line": 72,
+          "text": "for (oi,seed),group in t.groupby(['odor_index','seed']):"
+        },
+        {
+          "line": 74,
+          "text": "        e=pd.read_parquet(exp/'events'/f'{oi}-{seed}-{condition}.parquet');return set(map(int,e.loc[e.step>=5000,'neuron_idx']))"
+        },
+        {
+          "line": 80,
+          "text": "                row={'odor_index':int(oi),'seed':int(seed),'condition':condition,'change':label,'neuron_idx':node,"
+        },
+        {
+          "line": 83,
+          "text": "pd.DataFrame(new+loss,columns=['odor_index','seed','condition','change','neuron_idx','body_id','annotation_type']).to_parquet(exp/'comparisons/late-KC-membership-changes.parquet',index=False)"
+        },
+        {
+          "line": 95,
+          "text": "lines+=['','| KC | isolated DPM-off range | whole-brain DPM-off range (same old seed) |','|---:|---:|---:|']"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4y.py",
+      "sha256": "636139eaeafa981a0c54c59a7c69e2b52b8493aa798448fa86ae6d2c6baba319",
+      "bytes": 13859,
+      "seed_rng_line_evidence": [
+        {
+          "line": 34,
+          "text": "        'no_candidate_selection':True,'new_seed_is_one_replication_not_generalization_gate':True})"
+        },
+        {
+          "line": 78,
+          "text": "        for seed in cfg['seeds']:"
+        },
+        {
+          "line": 79,
+          "text": "            actual=vc['seed_namespace']+oi*vc['odor_seed_offset']+seed"
+        },
+        {
+          "line": 81,
+          "text": "            inputs.append({'odor':oi,'seed':seed,'actual_seed':actual,'forcing_hash':arrhash(forced.cpu().numpy()),'targets_rates_hash':arrhash(targets,rates)})"
+        },
+        {
+          "line": 84,
+          "text": "                factor=spec['factor'];condition=spec['name'];name=f'{oi}-{seed}-{condition}'"
+        },
+        {
+          "line": 91,
+          "text": "                    if seed==cfg['old_replay_seed']:"
+        },
+        {
+          "line": 92,
+          "text": "                        oldname=f'{oi}-{seed}-offset';old=np.load(Path(cfg['input_experiment'])/'states'/f'{oldname}.npz')"
+        },
+        {
+          "line": 104,
+          "text": "                stats.append({'odor_index':oi,'odor_name':odor.odor_name,'seed':seed,'condition':condition,"
+        },
+        {
+          "line": 109,
+          "text": "                    t=es[en==node];watchrows.append({'odor_index':oi,'seed':seed,'condition':condition,'neuron_idx':node,"
+        },
+        {
+          "line": 113,
+          "text": "                    poprows.append({'odor_index':oi,'seed':seed,'condition':condition,'population':pop,'neurons':len(idx),"
+        },
+        {
+          "line": 116,
+          "text": "                comparisons.append({'odor_index':oi,'seed':seed,'condition':condition,"
+        },
+        {
+          "line": 121,
+          "text": "            print(json.dumps({'odor_complete':oi,'seed':seed,'trials':len(stats)}),flush=True)"
+        },
+        {
+          "line": 132,
+          "text": "        'frozen_baseline_changed':False,'biological_sign_proven':False,'new_seed_count':1,'old_seed_count':1})"
+        },
+        {
+          "line": 144,
+          "text": "        'All conditions use identical PN forcing for 120ms, then off to 1000ms. Six old odors, one old seed and one new seed. Not a population-level independent generalization gate.',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4y.yaml",
+      "sha256": "52f586ad0b4a12dbeb918f9453f9861a8dfc209118333eae5f46d27b7bce6011",
+      "bytes": 2107,
+      "seed_rng_line_evidence": [
+        {
+          "line": 11,
+          "text": "seeds: [131101,141101]"
+        },
+        {
+          "line": 12,
+          "text": "old_replay_seed: 131101"
+        },
+        {
+          "line": 26,
+          "text": "repeat_check: first odor and both seeds, all three conditions"
+        },
+        {
+          "line": 37,
+          "text": "  report: all conditions and both seeds; do not pick the most active or best-looking result"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4z_describe.py",
+      "sha256": "d2007b312b587cc105f13b3ef68c64fb145e7b30a6addfe789a0558c365a0b36",
+      "bytes": 15121,
+      "seed_rng_line_evidence": [
+        {
+          "line": 23,
+          "text": "old={x['odor']:x for x in prior if x['seed']==131101}"
+        },
+        {
+          "line": 62,
+          "text": "    z=pd.read_parquet(exp/'input-audit'/f'{r.odor_index}-{r.seed}-paired-requests.parquet')"
+        },
+        {
+          "line": 114,
+          "text": "    'Odor 0 / seed 131101 / frozen reference. Ordered source spike → edge arrival → target spike (ms). These are ranked event-supported contributions; no unique predecessor assertion.',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4z.py",
+      "sha256": "0a9136c5543531ae5ce76eeef9a512f09b94ed2b96f8b14d2e8f7e6782b7e40d",
+      "bytes": 22251,
+      "seed_rng_line_evidence": [
+        {
+          "line": 120,
+          "text": "def request_comparison(exp,oi,seed,a,b):"
+        },
+        {
+          "line": 125,
+          "text": "    z.to_parquet(exp/'input-audit'/f'{oi}-{seed}-paired-requests.parquet',index=False)"
+        },
+        {
+          "line": 127,
+          "text": "    row={'odor_index':oi,'seed':seed,'scheduled_requests':len(z),'status_changed_requests':len(diff),"
+        },
+        {
+          "line": 172,
+          "text": "        seed=cfg['seed'];odor=panel.iloc[oi];targets,rates=make_drive(oc,panel,vectors,selection,mapping,odor.odor_id,'physiological')"
+        },
+        {
+          "line": 173,
+          "text": "        forced=phase4v.forcing(sim,targets,rates,vc['seed_namespace']+oi*vc['odor_seed_offset']+seed,vc,'offset')"
+        },
+        {
+          "line": 177,
+          "text": "            factor=spec['factor'];condition=spec['name'];name=f'{oi}-{seed}-{condition}'"
+        },
+        {
+          "line": 199,
+          "text": "                oldfull=pd.read_parquet(Path(cfg['event_experiment'])/'events'/f'{oi}-{seed}-offset-whole-brain.parquet')"
+        },
+        {
+          "line": 211,
+          "text": "            trials.append({'trial':name,'odor_index':oi,'seed':seed,'condition':condition,'whole_spikes':int(r['counts'].astype(np.int64).sum()),"
+        },
+        {
+          "line": 221,
+          "text": "        requests.append(request_comparison(exp,oi,seed,reqpair['frozen_reference'],reqpair['DPM_fast_current_off']))"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/phase4z.yaml",
+      "sha256": "f03b20f03d4f0eb56d58986c84aebbee689b3c9e6b606d4758b51ad8bd745c03",
+      "bytes": 1591,
+      "seed_rng_line_evidence": [
+        {
+          "line": 12,
+          "text": "seed: 131101"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/timing_stability_diagnostics.py",
+      "sha256": "0352394bdf6400b7eadde3ed1ffded07e5598c2c0df915264c5c16df720ca096",
+      "bytes": 2273,
+      "seed_rng_line_evidence": [
+        {
+          "line": 17,
+          "text": "    tag=f\"{record['split']}-{record['odor_index']}-{record['seed']}\""
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/timing_stability_report.py",
+      "sha256": "3fb7077bbcb820f7faef737988ee22c8f0d369bc38252df902c7619cb1469fa9",
+      "bytes": 4930,
+      "seed_rng_line_evidence": [
+        {
+          "line": 13,
+          "text": "       '| seed | 首次目标 KC 放电 ms | 全程目标 active KC | 全程覆盖目标边数 |',"
+        },
+        {
+          "line": 16,
+          "text": "    lines.append(f\"| {x['seed']} | {x['first_target_ms']:.1f} | {x['target_active_KC']} | {x['edges_covered_any_time']} |\")"
+        },
+        {
+          "line": 20,
+          "text": "        '选择目标：校准气味中最差的第 20 百分位 matched/random ratio 最大；相同分数才选更短窗口和更早 US。每气味 20 seeds，至少 16/20 ratio≥3 且均值比≥3。',"
+        },
+        {
+          "line": 21,
+          "text": "        '验证分为同气味新 seeds 和未参与本轮 timing selection 的 4 个气味。后者此前出现在 Phase 4L，不是从未研究过的全新数据。']"
+        },
+        {
+          "line": 24,
+          "text": "for key,title in [('calibration','校准'),('seed_validation','同气味独立 seeds'),('odor_validation','跨气味验证')]:"
+        },
+        {
+          "line": 27,
+          "text": "        lines+=['',f'### {title}','','| 气味 | 达标 seeds | matched/random 均值比 | q20 比值 | 零 credit | 通过 |',"
+        },
+        {
+          "line": 39,
+          "text": "        '| 气味 | seed | ratio | 首次目标活动 ms | gate active KC | US 后事件比例 |',"
+        },
+        {
+          "line": 42,
+          "text": "    lines.append(f\"| {x['odor_name']} | {x['seed']} | {x['ratio']:.4f} | {x['first_target_ms']:.1f} | {x['gate_active_KC']} | {x['fraction_target_events_after_US']:.2%} |\")"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/models/male-cns-lif/transmitter_roles_v1.py",
+      "sha256": "76ba0cae6c5db417ec030456797f7935216c6877bd339d5e435133a0061e3930",
+      "bytes": 2708,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/phase4aj-docs/docs/progress/phase4aj-next-validation.md",
+      "sha256": "57c838d2bb05f00436f9a8c569f62812b74fc134ea5605fc3e276bc655b71329",
+      "bytes": 3671,
+      "seed_rng_line_evidence": [
+        {
+          "line": 13,
+          "text": "| 独立种子 | 原 6 个 CAL 气味 × 5 个新 seeds × 2 模式 | 60 | 12 |"
+        },
+        {
+          "line": 14,
+          "text": "| 校准未用气味 | 静态面板后 6 个气味 × 同 5 个新 seeds × 2 模式 | 60 | 12 |"
+        },
+        {
+          "line": 16,
+          "text": "在任何新脑轨迹之前，锁定两个块的输入、种子、分析、停止规则和 SHA。先完成独立种子块，只有完整通过才解锁第二块；失败就封存，不换 seed／气味重试。第二块固定首气味／首种子的两种模式作新增 Brian 全图对照，不能按结果挑选。"
+        },
+        {
+          "line": 35,
+          "text": "先通过仅配置／输入清单的审计确定新 seed namespace，连同显式派生规则检查重用。`52101–52105` 已在 4Q/4R 使用，`51301–51305` 是旧学习评估种子，`512xx` 存在 train_seed+pairing 派生范围；不指定未经查证的新值，不无依据承诺全历史绝对独立。"
+        },
+        {
+          "line": 39,
+          "text": "旧 AG `validate_inventory` 硬编码原 CAL seeds/IDs，`read_trial` 记录也硬编码 calibration。新阶段须新增明确 cohort 的适配器，复用来源固定的纯指标与数值校验；不能改旧 globals、伪装成原 CAL 或改封存源码。"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/apl_sources.py",
+      "sha256": "61f4c35b464315d19bbffce534cfc037a0111725da0eb07ee53a41db81767fcb",
+      "bytes": 19165,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/context.py",
+      "sha256": "a166da3d964b49ca28a013d3a3cf33df1607c76d4a6a53a8ca8e2d955aa92cb0",
+      "bytes": 3182,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/finalize.py",
+      "sha256": "40e0f8a9e075db42ac63163de8362d808b9110f371e49f6d4088267eecf2eb4c",
+      "bytes": 17774,
+      "seed_rng_line_evidence": [
+        {
+          "line": 17,
+          "text": "        if row['seed'] == 51101:"
+        },
+        {
+          "line": 37,
+          "text": "    for key in ('mode', 'seed', 'odor_id'):"
+        },
+        {
+          "line": 169,
+          "text": "        metrics.append(dict(mode=report['mode'], odor_index=odors.index(report['odor_id']), seed=report['seed'],"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/pn_observer.py",
+      "sha256": "0663c1f723f614ebcdb666b46eaa49288aec26125d6aceb18cd237330a705968",
+      "bytes": 23294,
+      "seed_rng_line_evidence": [
+        {
+          "line": 13,
+          "text": "COEFF_KEYS = (\"gd\", \"c0\", \"cg\", \"cv\", \"threshold\", \"reset\", \"seed_volt\")"
+        },
+        {
+          "line": 165,
+          "text": "        self.lv[self.request_lane, req] = np.longdouble(self.coeff[\"seed_volt\"])"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/prepare.py",
+      "sha256": "9fbef01968c54637c9063bb1e2d7f45fdc97b886b3c25815a6146fc5f219164c",
+      "bytes": 7062,
+      "seed_rng_line_evidence": [
+        {
+          "line": 79,
+          "text": "        if row['seed'] == 51101:"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/publication.py",
+      "sha256": "7a79c499098b74163e7bb16adabcbc54e7069dafa204d0b99c7f4c03d79f8016",
+      "bytes": 14239,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/run_audit.py",
+      "sha256": "a5a7861e8ced4739cd1a1f4314b8af7cff71168499f1ae6ed94ac71b481bcdd8",
+      "bytes": 16829,
+      "seed_rng_line_evidence": [
+        {
+          "line": 230,
+          "text": "        steps=spec['steps'], duration_ms=spec['duration_ms'], mode=spec.get('mode'), seed=spec.get('seed'),"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/structure_metrics.py",
+      "sha256": "669e91a862efea5f243a054c883bc1a183e96b0bcf02fac5f6972c4a8272a4cb",
+      "bytes": 10327,
+      "seed_rng_line_evidence": [
+        {
+          "line": 5,
+          "text": "are integrity evidence, never additional independent seeds in these metrics."
+        },
+        {
+          "line": 16,
+          "text": "SEEDS = tuple(range(51101, 51106))"
+        },
+        {
+          "line": 18,
+          "text": "FIELDS = frozenset(('mode', 'odor_index', 'seed', 'counts', 'design_mask'))"
+        },
+        {
+          "line": 79,
+          "text": "    arrays = {(odor, seed): records[(mode, odor, seed)]['counts'][positions]"
+        },
+        {
+          "line": 80,
+          "text": "              for odor in ODORS for seed in SEEDS}"
+        },
+        {
+          "line": 83,
+          "text": "        for first_seed, second_seed in itertools.combinations(SEEDS, 2):"
+        },
+        {
+          "line": 84,
+          "text": "            within.append(dict(odor_index=odor, seed_a=first_seed, seed_b=second_seed,"
+        },
+        {
+          "line": 85,
+          "text": "                **_pair_metrics(arrays[(odor, first_seed)], arrays[(odor, second_seed)])))"
+        },
+        {
+          "line": 88,
+          "text": "        for seed in SEEDS:"
+        },
+        {
+          "line": 89,
+          "text": "            row = dict(odor_index_a=first_odor, odor_index_b=second_odor, seed=seed,"
+        },
+        {
+          "line": 90,
+          "text": "                **_pair_metrics(arrays[(first_odor, seed)], arrays[(second_odor, seed)]))"
+        },
+        {
+          "line": 93,
+          "text": "        # Original pair-specific comparison: 10 within-seed pairs for each"
+        },
+        {
+          "line": 119,
+          "text": "    Each record has exactly mode, odor_index, seed, counts:int32[686] and"
+        },
+        {
+          "line": 121,
+          "text": "    seeds (51101..51105), and no repeat records.  Every odor's design mask must"
+        },
+        {
+          "line": 122,
+          "text": "    be identical across seeds AND modes.  No caller-owned array is modified."
+        },
+        {
+          "line": 137,
+          "text": "        seed = _integer(record['seed'], 'seed')"
+        },
+        {
+          "line": 138,
+          "text": "        _require(odor in ODORS and seed in SEEDS, 'Odor index or seed outside the fixed CAL inventory')"
+        },
+        {
+          "line": 139,
+          "text": "        key = mode, odor, seed"
+        },
+        {
+          "line": 146,
+          "text": "                     'An odor design mask changed across seed or mode: ' + str(odor))"
+        },
+        {
+          "line": 150,
+          "text": "    expected = set(itertools.product(MODES, ODORS, SEEDS))"
+        },
+        {
+          "line": 156,
+          "text": "        design=dict(identical_across_seeds_and_modes=True,"
+        },
+        {
+          "line": 160,
+          "text": "            common_non_design_definition='Fixed complement of the union of all six CAL odor design masks; same columns in all modes/seeds'),"
+        },
+        {
+          "line": 163,
+          "text": "        protocol=dict(odor_indices=list(ODORS), seeds=list(SEEDS), variance_ddof=0,"
+        },
+        {
+          "line": 164,
+          "text": "            within='All 10 distinct seed pairs within each of six odors: 60 comparisons per mode',"
+        },
+        {
+          "line": 165,
+          "text": "            between='Same-seed pairs for each of 15 odor pairs: 75 comparisons per mode',"
+        },
+        {
+          "line": 166,
+          "text": "            pair_baseline='Only each odor pair: 10+10 within comparisons and five same-seed between comparisons',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_apl_sources.py",
+      "sha256": "a7ac0f38877e0244a4bcc574264c72617ec487544a19dbc705e0c1e26c4be78d",
+      "bytes": 12733,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_harness.py",
+      "sha256": "c2e66adb18d25264d21bfce16462ef698a3ba09d178908bef1068881d46ac1e7",
+      "bytes": 1452,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_pn_observer.py",
+      "sha256": "fff3cb9da17d9d638e53a609a265d6531ed82824d10e06fcb3863edfeab7a267",
+      "bytes": 8472,
+      "seed_rng_line_evidence": [
+        {
+          "line": 25,
+          "text": "    constants = dict(gd=1., c0=0., cg=1., cv=1., threshold=1., reset=0., seed_volt=2.)"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_publication.py",
+      "sha256": "a3516aefa6a753f8fca6c5a4c2109ae4d65ce0ab0278e4795d537148f04495ff",
+      "bytes": 10514,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_structure_metrics.py",
+      "sha256": "de1298a4a92facad97339e9a4cdb60ea2b7c30adc1a6f05274bd3be034239717",
+      "bytes": 10003,
+      "seed_rng_line_evidence": [
+        {
+          "line": 8,
+          "text": "from structure_metrics import aggregate_structure, MODES, SEEDS, METRICS"
+        },
+        {
+          "line": 17,
+          "text": "            for seed in SEEDS:"
+        },
+        {
+          "line": 20,
+          "text": "                count[10] = seed - SEEDS[0]"
+        },
+        {
+          "line": 22,
+          "text": "                rows.append(dict(mode=mode, odor_index=odor, seed=seed,"
+        },
+        {
+          "line": 46,
+          "text": "                    self.assertEqual([row['seed'] for row in pair['between_comparisons']], list(SEEDS))"
+        },
+        {
+          "line": 54,
+          "text": "        # shared-coordinate count; same-seed variability cancels between."
+        },
+        {
+          "line": 140,
+          "text": "    def test_mask_change_across_seed_rejected(self):"
+        },
+        {
+          "line": 143,
+          "text": "        with self.assertRaisesRegex(ValueError, 'mask changed across seed or mode'):"
+        },
+        {
+          "line": 151,
+          "text": "        with self.assertRaisesRegex(ValueError, 'mask changed across seed or mode'):"
+        },
+        {
+          "line": 171,
+          "text": "                   lambda row: row.update(odor_index=True), lambda row: row.update(seed=51106),"
+        },
+        {
+          "line": 172,
+          "text": "                   lambda row: row.update(seed=float(SEEDS[0]))]"
+        },
+        {
+          "line": 184,
+          "text": "            if row['odor_index'] == 0 and row['seed'] == SEEDS[0]:"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/test_validate_events.py",
+      "sha256": "d687ceb171c7dad77dfe2eb53524091a7ee02ddc04d9bbafb3b4a59b0d1eb66c",
+      "bytes": 6426,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/pn-recruitment-audit-v1/validate_events.py",
+      "sha256": "32a33988c5c9619b2ff3553c2d508924a404ade17b526541a2ff113a61df68e4",
+      "bytes": 6884,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/config.yaml",
+      "sha256": "e22088d9847504a50c0e684d2cee9420f484ab1ebef9d6057921062d8f785e73",
+      "bytes": 835,
+      "seed_rng_line_evidence": [
+        {
+          "line": 14,
+          "text": "seed: 131101"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/diagnostic.py",
+      "sha256": "c8ec2ae6e72d35fedbd42acc6e6b5e7af2634d5b9805dc20e777b172c55d5aa4",
+      "bytes": 28229,
+      "seed_rng_line_evidence": [
+        {
+          "line": 187,
+          "text": "            forcing_seed = vc['seed_namespace'] + oi*vc['odor_seed_offset'] + cfg['seed']"
+        },
+        {
+          "line": 188,
+          "text": "            force = phase4v.forcing(sim, targets, rates, forcing_seed, vc, 'offset'); ff = force.cpu().numpy()"
+        },
+        {
+          "line": 189,
+          "text": "            hashes.append({'odor_index': oi, 'seed': forcing_seed, 'forcing': arrhash(ff), 'targets_rates': arrhash(targets, rates)})"
+        },
+        {
+          "line": 193,
+          "text": "                queues(); name = f'{oi}-{cfg[\"seed\"]}-{condition}'"
+        },
+        {
+          "line": 233,
+          "text": "                trials.append({'trial': name, 'odor_index': oi, 'odor_name': str(odor.odor_name), 'seed': cfg['seed'], 'condition': condition,"
+        },
+        {
+          "line": 273,
+          "text": "        r = rt.run(np.flatnonzero(rt.pops[spec['population']]), spec['rate_hz'], spec['seed'], spec['duration_ms'])"
+        },
+        {
+          "line": 347,
+          "text": "    lines += ['', 'Late means 500–1,000 ms; 120 ms old calibration odor input; one seed, six old odors. No held-out generalization claim.',"
+        }
+      ]
+    },
+    {
+      "path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/scope.py",
+      "sha256": "8f5774496dcceaee1c2793a5308754cbd0864c4a38d507481071d988f9de424d",
+      "bytes": 2797,
+      "seed_rng_line_evidence": []
+    },
+    {
+      "path": "23-ai-gpu/source/terminal-scope-diagnostic-v1/test_scope.py",
+      "sha256": "38a1c6e653ae97e77e5feda3ee8f2f8a3c366755bfbbd57ca1373b9b8f971bbb",
+      "bytes": 2615,
+      "seed_rng_line_evidence": []
+    }
+  ]
+}
+
diff --git a/models/male-cns-lif/apl-timing-validation-v1/test_encoder_inputs.py b/models/male-cns-lif/apl-timing-validation-v1/test_encoder_inputs.py
new file mode 100644
index 0000000..bfdedaa
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/test_encoder_inputs.py
@@ -0,0 +1,53 @@
+import tempfile
+import unittest
+from pathlib import Path
+import numpy as np
+from encoder_inputs import frozen_pn_drive, requests_from_forced, write_npz
+
+
+class EncoderInputTests(unittest.TestCase):
+    def test_exact_frozen_encoder_ast_on_synthetic_static_mapping(self):
+        import pandas as pd
+        local = Path(__file__).resolve().parents[1] / 'models/male-cns-lif/phase4l.py'
+        source = local if local.exists() else Path('/data/digital-drosophila/models/male-cns-lif/phase4l.py')
+        pin = 'e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553'
+        function, ast_sha = frozen_pn_drive(source, pin)
+        self.assertEqual(len(ast_sha), 64)
+        mapping = pd.DataFrame(dict(glomerulus=['G2', 'G2', 'G1', 'G1'],
+            mapping_confidence=['exact', 'alias-normalized', 'exact', 'unknown'], neuron_idx=[3, 1, 7, 999]))
+        cfg = {'odor_encoder': {'max_total_rate_per_glomerulus_hz': 400}}
+        target, rates, _ = function('synthetic', np.array([.5, .25], np.float32), mapping,
+                                     ['G2', 'G1'], 'matched_energy', 1.5, cfg)
+        np.testing.assert_array_equal(target, np.array([3, 1, 7], np.int32))
+        np.testing.assert_array_equal(rates, np.array([200, 200, 200], np.float32))
+        with self.assertRaises(AssertionError):
+            frozen_pn_drive(source, '0' * 64)
+
+    def test_rng_column_order_preserved_until_request_sort(self):
+        targets = np.array([10, 1, 3], np.int32)
+        forced = np.array([[True, True, False], [False, True, True]], np.bool_)
+        actual = requests_from_forced(forced, targets)
+        np.testing.assert_array_equal(actual, np.array([[0, 1], [0, 10], [1, 1], [1, 3]], np.int32))
+        np.testing.assert_array_equal(targets, np.array([10, 1, 3], np.int32))
+
+    def test_duplicate_targets_rejected_not_merged(self):
+        with self.assertRaises(AssertionError):
+            requests_from_forced(np.ones((2, 2), np.bool_), np.array([1, 1], np.int32))
+
+    def test_empty_sparse_schedule_has_exact_shape_and_dtype(self):
+        result = requests_from_forced(np.zeros((3, 2), np.bool_), np.array([2, 1], np.int32))
+        self.assertEqual(result.shape, (0, 2))
+        self.assertEqual(result.dtype, np.int32)
+
+    def test_npz_creation_is_exclusive(self):
+        with tempfile.TemporaryDirectory() as directory:
+            path = Path(directory) / 'schedule.npz'
+            write_npz(path, tick=np.array([1], np.int32))
+            with np.load(path, allow_pickle=False) as stored:
+                np.testing.assert_array_equal(stored['tick'], np.array([1], np.int32))
+            with self.assertRaises(FileExistsError):
+                write_npz(path, tick=np.array([2], np.int32))
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/test_final_status.py b/models/male-cns-lif/apl-timing-validation-v1/test_final_status.py
new file mode 100644
index 0000000..82cf535
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/test_final_status.py
@@ -0,0 +1,39 @@
+import unittest
+from finalize import decide_status
+
+
+class FinalStatusTests(unittest.TestCase):
+    def decide(self, **overrides):
+        args = dict(numerical=True, seed=dict(execution_gate_pass=True, representation_gate_pass=True),
+            novel=dict(execution_gate_pass=True, representation_gate_pass=True), integrity_pass=True,
+            reference_pass=True, reference_present=True)
+        args.update(overrides)
+        return decide_status(**args)
+
+    def test_complete_only_representation_pass_is_not_named_learning(self):
+        self.assertEqual(self.decide(), 'PASS-FROZEN-D18-INDEPENDENT-VALIDATION')
+
+    def test_seed_failure_without_novel_is_completed_scientific_failure(self):
+        self.assertEqual(self.decide(seed=dict(execution_gate_pass=True, representation_gate_pass=False), novel=None),
+                         'FAIL-SEED-VALIDATION-REPRESENTATION')
+
+    def test_novel_gate_failure_is_preserved(self):
+        self.assertEqual(self.decide(novel=dict(execution_gate_pass=True, representation_gate_pass=False)),
+                         'FAIL-NOVEL-ODOR-REPRESENTATION')
+
+    def test_missing_execution_or_reference_is_not_scientific_pass(self):
+        for changes in (dict(numerical=False), dict(novel=None), dict(reference_present=False), dict(seed=None)):
+            with self.subTest(changes=changes):
+                self.assertEqual(self.decide(**changes), 'INCOMPLETE-VALIDATION-EXECUTION')
+
+    def test_numerical_and_unlock_failure_are_not_representation_results(self):
+        self.assertEqual(self.decide(known_numerical_failure=True), 'FAIL-NUMERICAL-OR-EXECUTION-POLICY')
+        self.assertEqual(self.decide(unauthorized_novel=True), 'FAIL-NUMERICAL-OR-EXECUTION-POLICY')
+
+    def test_old_integrity_or_reference_fail_overrides_new_pass(self):
+        self.assertEqual(self.decide(integrity_pass=False), 'FAIL-FROZEN-INTEGRITY-OR-REGRESSION')
+        self.assertEqual(self.decide(reference_pass=False), 'FAIL-FROZEN-INTEGRITY-OR-REGRESSION')
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/test_runtime_bridge.py b/models/male-cns-lif/apl-timing-validation-v1/test_runtime_bridge.py
new file mode 100644
index 0000000..98d4c0b
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/test_runtime_bridge.py
@@ -0,0 +1,409 @@
+"""CPU-only synthetic tests: no Torch/Brian import, GPU, remote, or brain run."""
+import copy
+import hashlib
+import importlib.util
+import json
+from pathlib import Path
+import sys
+import tempfile
+import types
+import unittest
+from unittest import mock
+
+import numpy as np
+
+import runtime_bridge as bridge
+
+
+HERE = Path(__file__).absolute().parent
+AJ = HERE.parent / 'apl-timing-lab-v1'
+
+
+def write_json(path, data):
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(data), encoding='utf-8')
+
+
+def spec(root, name='cal-physiological-00-s51101'):
+    return dict(name=name, kind='calibration', steps=1000, dt_ms=.1, duration_ms=100.,
+        model={'fixed': True}, graph_dir=str(root / 'graph'), apl_bundle_dir=str(root / 'bundle'),
+        coefficients_path=str(root / 'coefficients.json'), science_python=str(root / 'venv/python'),
+        legacy_apl_worker=str(root / 'legacy_apl_worker.py'),
+        apl={'tau_ms': 20., 'gain': .01, 'normalization': 1.}, apl_delay_steps=18,
+        record_history=False, training=False, precision='float64', apl_precision='float32',
+        budget_root=str(root / 'old-exp'), output_budget_bytes=1024)
+
+
+def inventory(root):
+    cfg = dict(control_cases=['control-phys', 'control-matched'], validation={
+        'cohorts': list(bridge.COHORTS), 'seeds': [101, 102, 103, 104, 105],
+        'modes': ['physiological', 'matched_energy'], 'odor_count': 6,
+        'repeat_first_seed_each_odor': True})
+    controls = [dict(name=name, source_case=str(root / 'old-cases' / name),
+        source_output=str(root / 'old-gpu' / name)) for name in cfg['control_cases']]
+    rows = [dict(cohort=cohort, mode=mode, odor_index=oi, seed=seed,
+        name=f'{cohort}-{mode}-{oi:02d}-s{seed}') for cohort in bridge.COHORTS
+        for mode in cfg['validation']['modes'] for oi in range(6) for seed in cfg['validation']['seeds']]
+    write_json(root / 'protocol/control-cases.json', controls)
+    write_json(root / 'protocol/validation-cases.json', rows)
+    return cfg, rows
+
+
+def gate(root, stage, **values):
+    write_json(root / 'audit' / (stage + '-gate.json'), dict(stage=stage, pass_all=True, **values))
+
+
+def seed_summary(root, cfg, rows):
+    base = bridge.cohort_rows(rows, cfg, 'seed_validation')
+    repeated = [row for row in base if row['seed'] == cfg['validation']['seeds'][0]]
+    pairs = [(row['name'], 0) for row in base] + [(row['name'], 1) for row in repeated]
+    return dict(phase='4AK', cohort='seed_validation', apl_delay_steps=18, duration_ms=100.,
+        seeds=cfg['validation']['seeds'], pass_all=True, execution_gate_pass=True,
+        representation_gate_pass=True, numerical_integrity_pass=True, exact_repeat_pass=True,
+        expected_base_trials=60, valid_base_trials=60, expected_repeats=12, checked_repeats=12,
+        checked_timing_trials=72, runs=[dict(case=row['name'], cohort='seed_validation',
+            validation_cohort='seed_validation') for row in base],
+        repeats=[dict(case=row['name'], pass_all=True) for row in repeated],
+        timing_checks=[dict(case=name, repeat=repeat, pass_all=True, apl_delay_steps=18, steps=1000)
+            for name, repeat in pairs], input_output_provenance=[dict(case=name, repeat=repeat) for name, repeat in pairs],
+        modes={mode: dict(gate=True) for mode in cfg['validation']['modes']},
+        prerequisite_input_sha256={'validation_inventory': bridge.digest(root / 'protocol/validation-cases.json')})
+
+
+def bind_seed_gate(root, summary):
+    path = root / 'validation/seed_validation/summary.json'
+    write_json(path, summary)
+    gate(root, 'seed-validation', cohort='seed_validation', execution_gate_pass=True,
+        representation_gate_pass=True, summary='validation/seed_validation/summary.json',
+        summary_sha256=bridge.digest(path), validation_inventory_sha256=bridge.digest(root / 'protocol/validation-cases.json'))
+
+
+class LoaderTests(unittest.TestCase):
+    def test_verified_import_preserves_file_and_globals_without_pyc(self):
+        with tempfile.TemporaryDirectory() as temporary:
+            path = Path(temporary) / 'sealed.py'
+            data = b'VALUE = 37\n'
+            path.write_bytes(data)
+            name = '_test_phase4ak_sealed'
+            try:
+                module = bridge.load_checked(name, path, hashlib.sha256(data).hexdigest())
+                self.assertEqual(module.VALUE, 37)
+                self.assertEqual(Path(module.__file__), path)
+                self.assertIs(bridge.load_checked(name, path, hashlib.sha256(data).hexdigest()), module)
+                self.assertNotIn('__phase4ak_loaded_sha256__', module.__dict__)
+                self.assertFalse((path.parent / '__pycache__').exists())
+            finally:
+                sys.modules.pop(name, None); bridge._LOADED.pop(name, None)
+
+    def test_sha_checked_before_execution(self):
+        with tempfile.TemporaryDirectory() as temporary:
+            path = Path(temporary) / 'sealed.py'
+            path.write_text('raise RuntimeError("must not execute")', encoding='utf-8')
+            with self.assertRaisesRegex(ValueError, 'SHA mismatch'):
+                bridge.load_checked('_test_bad_pin', path, '0' * 64)
+            self.assertNotIn('_test_bad_pin', sys.modules)
+
+    def test_existing_name_collision_is_not_silently_replaced(self):
+        with tempfile.TemporaryDirectory() as temporary:
+            path = Path(temporary) / 'sealed.py'
+            path.write_text('VALUE = 1', encoding='utf-8')
+            old = types.ModuleType('_test_collision')
+            sys.modules[old.__name__] = old
+            try:
+                with self.assertRaisesRegex(ValueError, 'unverified module'):
+                    bridge.load_checked(old.__name__, path, bridge.digest(path))
+                self.assertIs(sys.modules[old.__name__], old)
+            finally:
+                sys.modules.pop(old.__name__, None)
+
+    def test_real_pure_sealed_module_load_does_not_import_torch_or_brian(self):
+        self.assertNotIn('torch', sys.modules)
+        self.assertNotIn('brian2', sys.modules)
+        compare = bridge.sealed('compare_timing.py', AJ)
+        self.assertEqual(bridge.digest(compare.__file__), bridge.AJ_PINS['compare_timing.py'])
+        self.assertTrue(callable(compare.compare))
+        self.assertNotIn('torch', sys.modules)
+        self.assertNotIn('brian2', sys.modules)
+
+
+class InputTests(unittest.TestCase):
+    def setUp(self):
+        self.temporary = tempfile.TemporaryDirectory()
+        self.root = Path(self.temporary.name)
+        self.old, self.new = self.root / 'old', self.root / 'new'
+        self.old.mkdir(); self.new.mkdir()
+        self.old_spec = spec(self.root)
+        self.new_spec = dict(self.old_spec, budget_root=str(self.root / 'new-exp'), output_budget_bytes=2048)
+        write_json(self.old / 'spec.json', self.old_spec)
+        write_json(self.new / 'spec.json', self.new_spec)
+        for name in ('requests.npz', 'pn-drive.npz'):
+            for directory in (self.old, self.new):
+                (directory / name).write_bytes(b'identical synthetic saved input bytes')
+
+    def tearDown(self):
+        self.temporary.cleanup()
+
+    def test_control_allows_only_budget_difference(self):
+        fresh, old, evidence = bridge.control_inputs(self.new, self.old)
+        self.assertEqual(fresh['apl_delay_steps'], old['apl_delay_steps'])
+        self.assertEqual(len(evidence), 6)
+        changed = dict(self.new_spec, mode='changed')
+        write_json(self.new / 'spec.json', changed)
+        with self.assertRaisesRegex(ValueError, 'beyond the two budget fields'):
+            bridge.control_inputs(self.new, self.old)
+
+    def test_drive_and_request_bytes_both_checked(self):
+        for name in ('requests.npz', 'pn-drive.npz'):
+            with self.subTest(name=name):
+                original = (self.new / name).read_bytes()
+                (self.new / name).write_bytes(original + b'changed')
+                with self.assertRaisesRegex(ValueError, name):
+                    bridge.control_inputs(self.new, self.old)
+                (self.new / name).write_bytes(original)
+
+    def test_real_d18_required_no_fake_d0(self):
+        for value in (0, True, 18.0):
+            with self.subTest(value=value):
+                write_json(self.new / 'spec.json', dict(self.new_spec, apl_delay_steps=value))
+                with self.assertRaisesRegex(ValueError, 'D18'):
+                    bridge.control_inputs(self.new, self.old)
+
+    def test_initial_state_presence_and_bytes_checked(self):
+        (self.new / 'arrays.npz').write_bytes(b'a')
+        with self.assertRaisesRegex(ValueError, 'presence'):
+            bridge.control_inputs(self.new, self.old)
+        (self.old / 'arrays.npz').write_bytes(b'b')
+        with self.assertRaisesRegex(ValueError, 'arrays.npz'):
+            bridge.control_inputs(self.new, self.old)
+
+    def test_exclusive_output_and_new_budget_containment(self):
+        root = Path(self.new_spec['budget_root'])
+        root.mkdir()
+        out = root / 'gpu' / 'run'
+        bridge._new_output(self.new, out)
+        out.mkdir(parents=True)
+        with self.assertRaisesRegex(ValueError, 'exclusive'):
+            bridge._new_output(self.new, out)
+        with self.assertRaisesRegex(ValueError, 'exclusive'):
+            bridge._new_output(self.new, self.root / 'elsewhere')
+
+    def test_control_refuses_overwrite_before_reading_outputs(self):
+        report = self.root / 'report.json'
+        report.write_text('keep me', encoding='utf-8')
+        with self.assertRaisesRegex(ValueError, 'existing control'):
+            bridge.control_identity('missing-new', 'missing-old', self.new, self.old, report)
+        self.assertEqual(report.read_text(encoding='utf-8'), 'keep me')
+
+
+class GateTests(unittest.TestCase):
+    def setUp(self):
+        self.temporary = tempfile.TemporaryDirectory()
+        self.root = Path(self.temporary.name)
+        self.cfg, self.rows = inventory(self.root)
+
+    def tearDown(self):
+        self.temporary.cleanup()
+
+    def test_exact_120_cells_and_fixed_two_probes(self):
+        controls, rows = bridge.inventories(self.root, self.cfg)
+        self.assertEqual(len(controls), 2)
+        for cohort in bridge.COHORTS:
+            probes = bridge.probe_rows(rows, self.cfg, cohort)
+            self.assertEqual(len(probes), 2)
+            self.assertTrue(all(row['odor_index'] == 0 and row['seed'] == 101 for row in probes))
+
+    def test_duplicate_or_replaced_cell_rejected(self):
+        rows = copy.deepcopy(self.rows)
+        rows[-1] = rows[0]
+        write_json(self.root / 'protocol/validation-cases.json', rows)
+        with self.assertRaises(ValueError):
+            bridge.inventories(self.root, self.cfg)
+
+    def test_controls_do_not_run_brian_or_repeats(self):
+        name = self.cfg['control_cases'][0]
+        bridge.authorize_case(self.root, self.cfg, 'controls', name, 'gpu', 0)
+        for backend, repeat in (('oracle', 0), ('gpu', 1)):
+            with self.assertRaises(ValueError):
+                bridge.authorize_case(self.root, self.cfg, 'controls', name, backend, repeat)
+
+    def test_probes_before_other_seed_runs(self):
+        gate(self.root, 'controls')
+        probe = bridge.probe_rows(self.rows, self.cfg, 'seed_validation')[0]
+        bridge.authorize_case(self.root, self.cfg, 'seed_validation', probe['name'], 'oracle', 0)
+        later = next(row for row in self.rows if row['cohort'] == 'seed_validation' and row['seed'] == 102)
+        with self.assertRaises(FileNotFoundError):
+            bridge.authorize_case(self.root, self.cfg, 'seed_validation', later['name'], 'gpu', 0)
+        gate(self.root, 'seed-probes')
+        bridge.authorize_case(self.root, self.cfg, 'seed_validation', later['name'], 'gpu', 0)
+        with self.assertRaises(ValueError):
+            bridge.authorize_case(self.root, self.cfg, 'seed_validation', later['name'], 'oracle', 0)
+        with self.assertRaises(ValueError):
+            bridge.authorize_case(self.root, self.cfg, 'seed_validation', later['name'], 'gpu', 1)
+
+    def test_novel_denied_on_representation_failure_even_execution_passes(self):
+        gate(self.root, 'controls')
+        gate(self.root, 'seed-validation', execution_gate_pass=True, representation_gate_pass=False)
+        probe = bridge.probe_rows(self.rows, self.cfg, 'novel_to_aj')[0]
+        with self.assertRaisesRegex(ValueError, 'representation'):
+            bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+
+    def test_novel_requires_both_gate_and_underlying_summary(self):
+        gate(self.root, 'controls')
+        probe = bridge.probe_rows(self.rows, self.cfg, 'novel_to_aj')[0]
+        summary = seed_summary(self.root, self.cfg, self.rows)
+        summary['representation_gate_pass'] = False
+        bind_seed_gate(self.root, summary)
+        with self.assertRaisesRegex(ValueError, 'summary'):
+            bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+        summary['representation_gate_pass'] = True
+        bind_seed_gate(self.root, summary)
+        bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+
+    def test_novel_rejects_summary_hash_or_cohort_misbinding(self):
+        gate(self.root, 'controls')
+        summary = seed_summary(self.root, self.cfg, self.rows)
+        bind_seed_gate(self.root, summary)
+        probe = bridge.probe_rows(self.rows, self.cfg, 'novel_to_aj')[0]
+        summary['cohort'] = 'novel_to_aj'
+        write_json(self.root / 'validation/seed_validation/summary.json', summary)
+        with self.assertRaisesRegex(ValueError, 'exact summary'):
+            bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+        bind_seed_gate(self.root, summary)
+        with self.assertRaisesRegex(ValueError, 'identity'):
+            bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+
+    def test_novel_rejects_replaced_case_repeat_or_timing_even_with_correct_counts(self):
+        gate(self.root, 'controls')
+        probe = bridge.probe_rows(self.rows, self.cfg, 'novel_to_aj')[0]
+        for key in ('runs', 'repeats', 'timing_checks', 'input_output_provenance'):
+            with self.subTest(key=key):
+                summary = seed_summary(self.root, self.cfg, self.rows)
+                summary[key][0]['case'] = 'not-a-registered-case'
+                bind_seed_gate(self.root, summary)
+                with self.assertRaises(ValueError):
+                    bridge.authorize_case(self.root, self.cfg, 'novel_to_aj', probe['name'], 'gpu', 0)
+
+    def test_any_stop_marker_prevents_all_scientific_actions(self):
+        for kind in ('representation_failure', 'execution_or_numerical_failure'):
+            with self.subTest(kind=kind):
+                write_json(self.root / 'audit/stopped-seed-validation.json', {'stop_kind': kind})
+                for backend in ('gpu', 'oracle', 'component'):
+                    with self.assertRaisesRegex(ValueError, 'stop marker'):
+                        bridge.authorize_case(self.root, self.cfg, 'controls', self.cfg['control_cases'][0], backend, 0)
+
+    def test_standalone_action_failure_persists_stop_and_never_retries(self):
+        action = mock.Mock(side_effect=RuntimeError('synthetic failure; no science executed'))
+        with self.assertRaisesRegex(RuntimeError, 'synthetic failure'):
+            bridge.guarded_action(self.root, 'gpu', 'controls', 'control-phys', 0, action)
+        marker = self.root / 'audit/stopped-case-gpu-controls-control-phys-r0.json'
+        report = bridge.read(marker)
+        self.assertEqual(report['stop_kind'], 'execution_or_numerical_failure')
+        self.assertFalse(report['numerical_instability_inferred_from_execution_error'])
+        before = marker.read_bytes()
+        with self.assertRaisesRegex(ValueError, 'stop marker'):
+            bridge.guarded_action(self.root, 'gpu', 'controls', 'control-phys', 0, action)
+        self.assertEqual(action.call_count, 1)
+        self.assertEqual(marker.read_bytes(), before)
+
+    def test_successful_guarded_action_adds_no_stop(self):
+        expected = {'pass_all': True}
+        self.assertIs(bridge.guarded_action(self.root, 'gpu', 'controls', 'control-phys', 0, lambda: expected), expected)
+        bridge.ensure_unstopped(self.root)
+
+
+class InvocationTests(unittest.TestCase):
+    def test_original_gpu_function_receives_new_paths_unchanged(self):
+        with tempfile.TemporaryDirectory() as temporary:
+            root = Path(temporary)
+            case, output, build = root / 'case', root / 'new-exp/gpu/run', root / 'new-exp/build'
+            data = spec(root)
+            data['budget_root'] = str(root / 'new-exp')
+            write_json(case / 'spec.json', data)
+            runtime = types.SimpleNamespace(run_gpu=mock.Mock(return_value={'pass_all': True}))
+            with mock.patch.object(bridge, 'sealed', return_value=runtime), mock.patch.object(bridge, '_receipt'):
+                result = bridge.run_gpu(case, output, build)
+            self.assertTrue(result['pass_all'])
+            runtime.run_gpu.assert_called_once_with(case, output, build)
+
+    def test_original_oracle_function_is_not_given_candidate_trace(self):
+        with tempfile.TemporaryDirectory() as temporary:
+            root = Path(temporary)
+            case, output = root / 'case', root / 'new-exp/oracle/run'
+            data = spec(root); data['budget_root'] = str(root / 'new-exp')
+            write_json(case / 'spec.json', data)
+            runtime = types.SimpleNamespace(run_case=mock.Mock(return_value={'pass_all': True}))
+            with mock.patch.object(bridge, 'sealed', return_value=runtime), mock.patch.object(bridge, '_receipt'):
+                bridge.run_oracle(case, output)
+            runtime.run_case.assert_called_once_with(case, output)
+
+
+class ControlEvidenceTests(unittest.TestCase):
+    def test_real_sealed_comparator_accepts_complete_synthetic_d18_and_rejects_signed_zero_tail(self):
+        # Artifact construction only: these zero traces were not produced by any model.
+        aj = bridge.sealed('compare_timing.py', AJ)
+        timing = bridge.sealed('timing_queue.py', AJ)
+        with tempfile.TemporaryDirectory() as temporary:
+            root = Path(temporary)
+            cases, outputs = [root / name for name in ('old-case', 'new-case')], [root / name for name in ('old-out', 'new-out')]
+            base = spec(root)
+            (root / 'graph').mkdir()
+            np.save(root / 'graph/weights.npy', np.zeros(1, np.float64), allow_pickle=False)
+            write_json(root / 'coefficients.json', {'synthetic_only': True})
+            states = dict(v=np.zeros(166700, np.float64), g=np.zeros(166700, np.float64),
+                ref=np.zeros(166700, np.int32), counts=np.zeros(166700, np.int32),
+                step=np.empty(0, np.int32), neuron_idx=np.empty(0, np.int32))
+            generated = np.zeros((1000, 4064), np.float32)
+            pending = np.zeros((18, 4064), np.float32)
+            audit = timing.audit_sequence(generated, generated, pending, 18)
+            audit.update(generated_rows=1000, applied_generated_rows=982, pending_shape=[18, 4064],
+                pending_application_tick_start=1000, pending_application_tick_stop_exclusive=1018,
+                pending_generated_tick_start=982, pending_generated_tick_stop_exclusive=1000,
+                pending_raw_sha256=aj.raw_hash(pending), final_apl_state_float32=[0., 0.],
+                final_apl_state_u32_bits=[0, 0], final_apl_state_nonzero=False,
+                finite_generated_sequence_only=True, future_apl_decay_or_feedback_generated=False,
+                closed_loop_branch_integrals_claimed_equal=False, biological_delay_measurement_claimed=False)
+            hashes = [{**{name + '_sha256': aj.raw_hash(states[name]) for name in ('v', 'g', 'ref')}, 'tick': tick}
+                for tick in range(1000)]
+            queues = [aj._queue_digest(tick, np.empty(0, np.int64), np.empty(0, np.uint8)) for tick in range(1000)]
+            for index, (case, output) in enumerate(zip(cases, outputs)):
+                data = dict(base, budget_root=str(root / ('budget-' + str(index))), output_budget_bytes=10000 + index)
+                write_json(case / 'spec.json', data)
+                for name in ('requests.npz', 'pn-drive.npz'):
+                    (case / name).write_bytes(b'synthetic-identical-input')
+                output.mkdir()
+                np.savez_compressed(output / 'state.npz', **states)
+                for name, value in (('drive', np.zeros((1000, 2), np.float32)), ('state', np.zeros((1000, 2), np.float32)),
+                                    ('inhibition', generated), ('applied', generated), ('pending-tail', pending)):
+                    np.save(output / ('apl-' + name + '.float32.npy'), value, allow_pickle=False)
+                for name, rows in (('tick-state-hashes.jsonl', hashes), ('queue.jsonl', queues)):
+                    (output / name).write_text(''.join(json.dumps(row) + '\n' for row in rows), encoding='utf-8')
+                (output / 'requests.csv').write_text('tick,neuron_idx,attempted,accepted,rejected\n', encoding='utf-8')
+                component = {'synthetic_fixture': True}
+                write_json(output / 'apl-component.json', component)
+                write_json(output / 'apl-timing-audit.json', audit)
+                inputs = {name: bridge.digest(case / name) for name in ('spec.json', 'requests.npz')}
+                inputs.update({'base_weights.npy': bridge.digest(root / 'graph/weights.npy'),
+                               'coefficients.json': bridge.digest(root / 'coefficients.json')})
+                summary = dict(case=base['name'], complete=True, pass_all=True, steps=1000, completed_ticks=1000,
+                    nodes=166700, edges=25582938, precision='float64', apl_precision='float32', state_units='SI volts',
+                    total_spikes=0, requested=0, accepted_requests=0, rejected_requests=0, arriving_edges=0,
+                    accepted_arriving_edges=0, counts_match_sparse_events=True, all_finite=True, record_history=False,
+                    apl_fast_edges_zeroed=5845, kc_targets_present=4064, effective_weights_raw_sha256='0' * 64,
+                    apl_schedule='same synthetic schedule', apl_si_conversion='same synthetic conversion',
+                    sealed_ae_backend_sha256='1' * 64, learning=False, apl_delay_steps=18, apl_timing=audit,
+                    source_provenance={'same_sealed_source': True}, pending_generated_count=18,
+                    pending_initial_zero_prefix=0, pending_tail_shape=[18, 4064], future_generated_decay_tail_included=False,
+                    apl_component=component, input_sha256=inputs, build={'path': str(root / ('build-' + str(index)))})
+                write_json(output / 'summary.json', summary)
+            result = bridge.control_identity(outputs[1], outputs[0], cases[1], cases[0], aj_model=AJ)
+            self.assertTrue(result['pass_all'], result.get('error', result['failed_checks']))
+            pending[0, 0] = np.float32(-0.)
+            np.save(outputs[1] / 'apl-pending-tail.float32.npy', pending, allow_pickle=False)
+            failed = bridge.control_identity(outputs[1], outputs[0], cases[1], cases[0], aj_model=AJ)
+            self.assertFalse(failed['pass_all'])
+            self.assertIn('apl.pending.bitwise_exact', failed['failed_checks'])
+            self.assertIn('fresh_gpu.fixed_delay_pending.bitwise_exact', failed['failed_checks'])
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/test_validation.py b/models/male-cns-lif/apl-timing-validation-v1/test_validation.py
new file mode 100644
index 0000000..94b6263
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/test_validation.py
@@ -0,0 +1,298 @@
+"""Synthetic-only validation tests: no historical outputs or brain execution."""
+import copy
+import json
+from pathlib import Path
+import tempfile
+import types
+import unittest
+from unittest.mock import patch
+
+import numpy as np
+import pandas as pd
+
+import validation as val
+
+HERE = Path(__file__).resolve().parent
+LEGACY = val.load_frozen(HERE.parent / "author-apl-lab-v2/calibration.py", val.AG_SHA256, "ak_test_ag")
+TIMING = val.load_frozen(HERE.parent / "apl-timing-lab-v1/calibration.py", val.AJ_SHA256, "ak_test_aj")
+
+
+def config():
+    cfg = val.read(HERE / "config.json")
+    cfg["validation"]["seeds"] = [1001, 1002, 1003, 1004, 1005]  # Synthetic, not proposed scientific seeds.
+    return cfg
+
+
+def panel():
+    return [dict(odor_id=oid, odor_name=oid, split="calibration" if i < 6 else "heldout",
+                 mapped_response_sum=val.MEDIAN)
+            for i, oid in enumerate(sorted(LEGACY.ORIGINAL_CAL_IDS) + ["synthetic-new-" + str(i) for i in range(6)])]
+
+
+def records(cfg):
+    rows = []
+    pp = panel()
+    for ci, cohort in enumerate(val.COHORTS):
+        for mode in val.MODES:
+            for oi in range(6):
+                for seed in cfg["validation"]["seeds"]:
+                    rows.append(dict(name=f"test-{mode}-{oi}-{seed}", cohort=cohort,
+                        source_panel_split=val.SPLITS[cohort], mode=mode, odor_id=pp[6 * ci + oi]["odor_id"],
+                        odor_index=oi, seed=seed, targets=1, requests=0))
+    return rows
+
+
+def encoder(cfg, inventory):
+    return dict(panel_count=12, cal_count=6, novel_to_aj_count=6, median_mapped_response_sum=val.MEDIAN,
+        seeds=cfg["validation"]["seeds"], seeds_static_audit_sha256="a" * 64,
+        cohorts_static_panel_rows={cohort: [dict(odor_id=oid, odor_index=i, source_panel_split=val.SPLITS[cohort])
+            for i, oid in enumerate(inventory[cohort]["odor_ids"])] for cohort in val.COHORTS},
+        requested_before_any_dynamics=True, historical_never_simulated_claim=False)
+
+
+def save(path, value):
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("x", encoding="utf-8") as stream:
+        json.dump(value, stream, allow_nan=False)
+
+
+def make_raw_trial(root):
+    """Tiny neuron state with the real full-width APL trace schema."""
+    output, case, bundle = root / "out", root / "case", root / "bundle"
+    output.mkdir(); case.mkdir(); bundle.mkdir()
+    steps, neurons = 20, 2
+    cfg = dict(neurons=neurons, edges=0)
+    for filename in ("input_matrix.npy", "output_matrix.npy", "kc_globals.npy", "apl_globals.npy"):
+        np.save(bundle / filename, np.zeros(1, np.int32))
+    spec = dict(name="synthetic", steps=steps, validation_cohort="novel_to_aj", source_panel_split="heldout",
+                apl_delay_steps=18, mode="physiological", odor_id="synthetic", odor_name="synthetic", seed=1001,
+                expected_external_events=1., rate_sum_hz=50., apl_bundle_dir=str(bundle))
+    save(case / "spec.json", spec)
+    np.savez(case / "requests.npz", tick=np.empty(0, np.int32), neuron_idx=np.empty(0, np.int32))
+    state = {"step": np.empty(0, np.int32), "neuron_idx": np.empty(0, np.int32),
+             "counts": np.zeros(neurons, np.int32), "v": np.zeros(neurons, np.float64),
+             "g": np.zeros(neurons, np.float64), "ref": np.zeros(neurons, np.int32)}
+    np.savez(output / "state.npz", **state)
+    hashes = [dict(tick=t, **{key + "_sha256": LEGACY.raw_hash(state[key]) for key in ("v", "g", "ref")}) for t in range(steps)]
+    queues = [dict(tick=t, count=0, accepted_count=0, ordered_edge_sha256="0" * 64,
+                   accepted_mask_sha256="0" * 64, joint_sha256="0" * 64) for t in range(steps)]
+    for filename, rows in (("tick-state-hashes.jsonl", hashes), ("queue.jsonl", queues)):
+        (output / filename).write_text("".join(json.dumps(row) + "\n" for row in rows), encoding="utf-8")
+    (output / "requests.csv").write_text("tick,neuron_idx,attempted,accepted,rejected\n", encoding="utf-8")
+    for filename, width in LEGACY.APL_FILES.items():
+        np.save(output / filename, np.zeros((steps, width), np.float32))
+    np.save(output / "apl-applied.float32.npy", np.zeros((steps, 4064), np.float32))
+    pending = np.zeros((18, 4064), np.float32)
+    np.save(output / "apl-pending-tail.float32.npy", pending)
+    audit = dict(pass_all=True, apl_delay_steps=18, steps=steps, pending_generated_count=18,
+        pending_initial_zero_prefix=0, pending_application_tick_start=steps,
+        pending_application_tick_stop_exclusive=steps + 18, pending_generated_tick_start=steps - 18,
+        pending_generated_tick_stop_exclusive=steps, initial_padding_positive_zero=True,
+        sample_bits_preserved=True, brain_tail_advanced=False, generated_trace="apl-inhibition.float32.npy",
+        applied_trace="apl-applied.float32.npy", pending_trace="apl-pending-tail.float32.npy",
+        pending_raw_sha256=LEGACY.raw_hash(pending), pending_queue_drained=False,
+        finite_generated_sequence_only=True, future_apl_decay_or_feedback_generated=False,
+        closed_loop_branch_integrals_claimed_equal=False, biological_delay_measurement_claimed=False,
+        final_apl_state_float32=[0., 0.], final_apl_state_u32_bits=[0, 0], final_apl_state_nonzero=False)
+    save(output / "apl-timing-audit.json", audit)
+    component = dict(ok=True, n_neurons=neurons, n_kc=2, n_apl=2, dt_ms=.1,
+                     files_sha256={name: val.digest(bundle / name) for name in
+                         ("input_matrix.npy", "output_matrix.npy", "kc_globals.npy", "apl_globals.npy")})
+    save(output / "apl-component.json", component)
+    save(output / "summary.json", dict(complete=True, pass_all=True, all_finite=True, steps=steps,
+        completed_ticks=steps, nodes=neurons, edges=0, precision="float64", apl_precision="float32",
+        case=spec["name"], record_history=False, learning=False, requested=0, accepted_requests=0,
+        rejected_requests=0, total_spikes=0, apl_component=component, apl_delay_steps=18, apl_timing=audit,
+        input_sha256={name: val.digest(case / name) for name in ("spec.json", "requests.npz")}))
+    return output, case, spec, cfg
+
+
+def fake_trial(row, cohort, silent=False):
+    counts = np.zeros(1000, np.int32)
+    if not silent:
+        counts[row["odor_index"] * 50:row["odor_index"] * 50 + 50] = 1
+    return dict(kc_counts=counts, expected_external_events=1., external_events=1,
+        record=dict(case=row["name"], mode=row["mode"], seed=row["seed"], odor_id=row["odor_id"],
+                    requested=row["requests"], split=cohort, cohort=cohort, source_panel_split=val.SPLITS[cohort]),
+        timing=dict(report=dict(pass_all=True)), apl={})
+
+
+class ValidationTests(unittest.TestCase):
+    def test_source_pins_and_globals_are_unchanged(self):
+        self.assertEqual(LEGACY.ORIGINAL_SEEDS, (51101, 51102, 51103, 51104, 51105))
+        self.assertFalse(hasattr(LEGACY, "EXP"))
+        self.assertFalse(hasattr(TIMING, "EXP"))
+        with self.assertRaisesRegex(ValueError, "SHA"):
+            val.load_frozen(HERE.parent / "author-apl-lab-v2/calibration.py", "0" * 64, "bad_pin")
+
+    def test_inventory_accepts_configured_seeds_and_keeps_static_halves(self):
+        cfg = config(); inv = val.validate_inventory(records(cfg), cfg, panel(), LEGACY)
+        self.assertEqual([len(inv[c]["records"]) for c in val.COHORTS], [60, 60])
+        self.assertEqual(inv["novel_to_aj"]["odor_ids"], ["synthetic-new-" + str(i) for i in range(6)])
+        val.validate_encoder(encoder(cfg, inv), inv, cfg)
+        self.assertEqual(LEGACY.ORIGINAL_SEEDS[0], 51101)
+
+    def test_inventory_rejects_missing_duplicate_mislabelled_and_unaudited_cells(self):
+        cfg = config()
+        variants = []
+        rr = records(cfg); variants.append(rr[:-1])
+        rr = records(cfg); rr[-1] = copy.deepcopy(rr[-2]); variants.append(rr)
+        for field, value in (("source_panel_split", "heldout"), ("odor_id", "wrong"),
+                             ("seed", 51101), ("name", "../outside"), ("odor_index", True), ("targets", 0)):
+            rr = records(cfg); rr[0][field] = value; variants.append(rr)
+        for rr in variants:
+            with self.subTest(first=rr[0]), self.assertRaises(ValueError):
+                val.validate_inventory(rr, cfg, panel(), LEGACY)
+
+    def test_no_gate_relaxation_or_subset_median(self):
+        for key, value in (("minimum_separable_odor_pairs", 1), ("sparse_min_fraction", .01),
+                           ("repeat_exact_required", False)):
+            cfg = config(); cfg["gates"][key] = value
+            with self.subTest(key=key), self.assertRaises(ValueError):
+                val.validate_inventory(records(cfg), cfg, panel(), LEGACY)
+        pp = panel()
+        for row in pp:
+            row["mapped_response_sum"] = 1.
+        with self.assertRaisesRegex(ValueError, "median"):
+            val.validate_inventory(records(config()), config(), pp, LEGACY)
+
+    def test_encoder_rejects_history_claim_or_changed_panel_rows(self):
+        cfg = config(); inv = val.validate_inventory(records(cfg), cfg, panel(), LEGACY)
+        for key, value in (("historical_never_simulated_claim", True), ("requested_before_any_dynamics", False),
+                           ("seeds_static_audit_sha256", ""), ("cohorts_static_panel_rows", {})):
+            ee = encoder(cfg, inv); ee[key] = value
+            with self.subTest(key=key), self.assertRaises(ValueError):
+                val.validate_encoder(ee, inv, cfg)
+
+    def test_encoder_actual_prepare_panel_row_extension(self):
+        cfg = config(); inv = val.validate_inventory(records(cfg), cfg, panel(), LEGACY)
+        ee = encoder(cfg, inv)
+        for ci, cohort in enumerate(val.COHORTS):
+            for oi, row in enumerate(ee["cohorts_static_panel_rows"][cohort]):
+                row["source_panel_row"] = ci * 6 + oi
+        val.validate_encoder(ee, inv, cfg)
+        ee["cohorts_static_panel_rows"]["novel_to_aj"][0]["source_panel_row"] = 0
+        with self.assertRaisesRegex(ValueError, "panel row"):
+            val.validate_encoder(ee, inv, cfg)
+
+    def test_fullgraph_case_matches_static_physics_and_exact_input_expectation(self):
+        cfg = config(); row = records(cfg)[60]
+        row.update(source_panel_row=6, expected_external_events=10., rates_sum=100.)
+        spec = dict(name=row["name"], kind="fullgraph", validation_cohort=row["cohort"],
+            source_panel_split=row["source_panel_split"], source_panel_row=6,
+            **{key: row[key] for key in ("mode", "odor_id", "odor_index", "seed")},
+            apl_delay_steps=18, steps=1000, dt_ms=.1, duration_ms=100., training=False, record_history=False,
+            model={"resting_potential_mv": -52.}, graph_dir="unchanged-graph", apl_bundle_dir="unchanged-bundle",
+            apl={"gain": .01}, coefficients_path="unchanged-coefficients", science_python="unchanged-entry",
+            legacy_apl_worker="unchanged-worker", precision="float64", apl_precision="float32",
+            target_count=1, rate_sum_hz=100., expected_external_events=10.)
+        with tempfile.TemporaryDirectory() as tmp:
+            case = Path(tmp)
+            save(case / "spec.json", spec)
+            np.savez(case / "pn-drive.npz", targets=np.array([10], np.int32), rates_hz=np.array([100.], np.float32))
+            np.savez(case / "requests.npz", tick=np.empty(0, np.int32), neuron_idx=np.empty(0, np.int32))
+            self.assertEqual(val.validate_case(case, row, cfg, spec), spec)
+            wrong = copy.deepcopy(spec); wrong["model"]["resting_potential_mv"] = -51.
+            with self.assertRaisesRegex(ValueError, "physical field"):
+                val.validate_case(case, row, cfg, wrong)
+            wrong_row = dict(row, targets=2)
+            with self.assertRaisesRegex(ValueError, "PN drive"):
+                val.validate_case(case, wrong_row, cfg, spec)
+
+    def test_real_legacy_reader_record_is_relabelled_without_globals_or_numerical_changes(self):
+        with tempfile.TemporaryDirectory() as tmp:
+            output, case, spec, cfg = make_raw_trial(Path(tmp))
+            trial = val.read_validation_trial(LEGACY, TIMING, output, case, spec, np.arange(2, dtype=np.int32), cfg)
+            try:
+                self.assertEqual(trial["record"]["split"], "novel_to_aj")
+                self.assertEqual(trial["record"]["source_panel_split"], "heldout")
+                self.assertFalse(trial["record"]["historical_never_simulated_claim"])
+                self.assertTrue(trial["timing"]["report"]["pass_all"])
+                self.assertEqual(LEGACY.ORIGINAL_SEEDS[0], 51101)
+            finally:
+                val.close_trial(trial)
+
+    def test_real_reader_still_rejects_missing_state_and_delay_zero(self):
+        with tempfile.TemporaryDirectory() as tmp:
+            output, case, spec, cfg = make_raw_trial(Path(tmp))
+            bad = dict(spec, apl_delay_steps=0)
+            with self.assertRaisesRegex(ValueError, "delay"):
+                val.read_validation_trial(LEGACY, TIMING, output, case, bad, np.arange(2, dtype=np.int32), cfg)
+            (output / "state.npz").unlink()
+            with self.assertRaises(FileNotFoundError):
+                val.read_validation_trial(LEGACY, TIMING, output, case, spec, np.arange(2, dtype=np.int32), cfg)
+
+    def collect(self, silent=False, broken_repeat=False, missing=False):
+        cfg = config(); inv = val.validate_inventory(records(cfg), cfg, panel(), LEGACY)
+        cohort = "seed_validation"; rows = inv[cohort]["records"]
+        byname = {row["name"]: row for row in rows}
+        accessed = []
+        def load(legacy, timing, output, case, spec, kc, config_arg):
+            accessed.append(str(output))
+            if missing and spec["name"] == rows[0]["name"]:
+                raise FileNotFoundError("synthetic missing evidence")
+            return fake_trial(byname[spec["name"]], cohort, silent)
+        timing = types.SimpleNamespace(timing_repeat=lambda *args: dict(pass_all=not broken_repeat,
+            checks=dict(apl_applied=not broken_repeat)))
+        with patch.object(val, "validate_case", side_effect=lambda case, row, *args: row), \
+             patch.object(val, "read_validation_trial", side_effect=load), \
+             patch.object(val, "evidence_hashes", return_value={"synthetic": True}):
+            result = val.collect_cohort(cohort, rows, inv[cohort]["odor_ids"], cfg, Path("synthetic"),
+                np.arange(2, dtype=np.int32), {}, LEGACY, timing)
+        return result, accessed
+
+    def test_full_60_plus_12_and_pair_specific_gate_without_other_cohort_read(self):
+        result, accessed = self.collect()
+        self.assertTrue(result["pass_all"])
+        self.assertEqual((result["valid_base_trials"], result["checked_repeats"], result["checked_timing_trials"]), (60, 12, 72))
+        self.assertEqual(len(accessed), 72)
+        self.assertFalse(any("novel_to_aj" in path for path in accessed))
+        for report in result["modes"].values():
+            self.assertEqual((report["pair_count"], report["within_distance_count"], report["between_distance_count"]), (15, 60, 75))
+        json.dumps(result, allow_nan=False)
+
+    def test_representation_failure_keeps_all_runs_and_is_not_execution_failure(self):
+        result, accessed = self.collect(silent=True)
+        self.assertTrue(result["execution_gate_pass"])
+        self.assertFalse(result["representation_gate_pass"])
+        self.assertFalse(result["pass_all"])
+        self.assertEqual(len(accessed), 72)
+        self.assertTrue(all(row["stage"] == "representation_gate" for row in result["failures"]))
+
+    def test_missing_evidence_and_repeat_failure_never_pass_execution(self):
+        for options in (dict(missing=True), dict(broken_repeat=True)):
+            with self.subTest(options=options):
+                result, _ = self.collect(**options)
+                self.assertFalse(result["execution_gate_pass"])
+                self.assertFalse(result["pass_all"])
+                self.assertTrue(result["failures"])
+
+    def test_none_recompute_is_deterministic_and_writes_nothing(self):
+        cfg = config(); rr = records(cfg); inv = val.validate_inventory(rr, cfg, panel(), LEGACY)
+        ee = encoder(cfg, inv)
+        ctx = types.SimpleNamespace(ROOT=Path("synthetic-root"), MODEL=Path("synthetic-model"), EXP=Path("synthetic-exp"),
+            AG_MODEL=Path("ag-model"), AJ_MODEL=Path("aj-model"), AG=Path("ag"), AJ=Path("aj"), CFG=cfg,
+            check=lambda: {}, save=lambda *args: self.fail("Read-only summarize wrote output"))
+        collected, _ = self.collect()
+        def read_fixture(path):
+            if path.name == "validation-cases.json": return rr
+            if path.name == "encoder-audit.json": return ee
+            if path.name == "spec.json": return dict(apl_delay_steps=18, training=False)
+            raise AssertionError("Unexpected input read: " + str(path))
+        def hash_fixture(path):
+            return val.PANEL_SHA256 if path.name == "frozen-odor-panel.parquet" else "a" * 64
+        with patch.dict("sys.modules", context=ctx), patch.object(val, "read", side_effect=read_fixture), \
+             patch.object(val, "digest", side_effect=hash_fixture), \
+             patch.object(val, "load_frozen", side_effect=[LEGACY, TIMING, LEGACY, TIMING]), \
+             patch.object(pd, "read_parquet", return_value=pd.DataFrame(panel())), \
+             patch.object(np, "load", return_value=np.arange(4064, dtype=np.int32)), \
+             patch.object(val, "collect_cohort", side_effect=lambda *args: copy.deepcopy(collected)):
+            first = val.summarize("seed_validation", None)
+            second = val.summarize("seed_validation", None)
+        self.assertEqual(first, second)
+        self.assertTrue(first["pass_all"])
+        json.dumps(first, allow_nan=False)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/models/male-cns-lif/apl-timing-validation-v1/validation.py b/models/male-cns-lif/apl-timing-validation-v1/validation.py
new file mode 100644
index 0000000..82be4f0
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/validation.py
@@ -0,0 +1,344 @@
+"""Frozen-D18 validation cohorts; no simulation, fitting, or old heldout read.
+
+Only the requested cohort's new trajectories are opened. The suite owns the
+seed-validation -> novel-to-AJ unlock. Legacy modules are source-hash pinned,
+loaded without writing bytecode, and never have their globals rebound.
+"""
+from __future__ import annotations
+
+import hashlib
+import json
+from pathlib import Path
+import re
+import sys
+import types
+
+import numpy as np
+
+AG_SHA256 = "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c"
+AJ_SHA256 = "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+PANEL_SHA256 = "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0"
+COHORTS = ("seed_validation", "novel_to_aj")
+SPLITS = dict(zip(COHORTS, ("calibration", "heldout")))
+MODES = ("physiological", "matched_energy")
+MEDIAN = 2.556107997894287
+_DEFAULT_OUTPUT = object()
+
+
+def require(ok, message):
+    if not ok:
+        raise ValueError(message)
+
+
+def read(path):
+    return json.loads(Path(path).read_text(encoding="utf-8"))
+
+
+def digest(path):
+    h = hashlib.sha256()
+    with Path(path).open("rb") as stream:
+        for block in iter(lambda: stream.read(8 << 20), b""):
+            h.update(block)
+    return h.hexdigest()
+
+
+def load_frozen(path, expected, name):
+    path = Path(path)
+    source = path.read_bytes()
+    require(hashlib.sha256(source).hexdigest() == expected, "Frozen source SHA mismatch: " + str(path))
+    module = types.ModuleType(name)
+    module.__file__ = str(path)
+    sys.modules[name] = module
+    exec(compile(source, str(path), "exec"), module.__dict__)
+    return module
+
+
+def validate_design(cfg):
+    design = cfg["validation"]
+    seeds = design["seeds"]
+    require(isinstance(seeds, list) and len(seeds) == 5 and len(set(seeds)) == 5 and
+            all(type(seed) is int and 0 <= seed < 2**63 for seed in seeds), "Need five explicitly audited seed integers")
+    require(design["cohorts"] == list(COHORTS) and design["modes"] == list(MODES) and
+            design["odor_count"] == 6 and design["duration_ms"] == 100.0 and
+            design["repeat_first_seed_each_odor"] is True, "Validation design changed")
+    require(type(cfg["apl_delay_steps"]) is int and cfg["apl_delay_steps"] == 18 and
+            cfg["neurons"] == 166700 and cfg["edges"] == 25582938 and cfg["training"] is False,
+            "Frozen D18/fullgraph/nonlearning scope changed")
+    gates = cfg["gates"]
+    require(gates["sparse_min_fraction"] == .03 and gates["sparse_max_fraction"] == .09 and
+            gates["max_fraction_strict"] == .5 and gates["min_fraction_strict"] == 0 and
+            gates["minimum_separable_odor_pairs"] == 3 and all(gates[key] is True for key in
+                ("same_jaccard_gt_between", "between_euclidean_gt_within", "both_modes_required",
+                 "finite_required", "repeat_exact_required")), "Original complete representation/integrity gates changed")
+    return seeds
+
+
+def validate_inventory(records, cfg, panel_rows, legacy):
+    """Static 120-row inventory, preserving original panel row order in each half."""
+    seeds = validate_design(cfg)
+    require(isinstance(records, list) and len(records) == 120, "Inventory must contain exactly 120 base cases")
+    require(len(panel_rows) == 12 and [row["split"] for row in panel_rows] == ["calibration"] * 6 + ["heldout"] * 6,
+            "Frozen static panel order/splits changed")
+    all_ids = [row["odor_id"] for row in panel_rows]
+    require(all(isinstance(oid, str) and oid for oid in all_ids) and len(set(all_ids)) == 12 and
+            set(all_ids[:6]) == legacy.ORIGINAL_CAL_IDS, "Frozen panel identities invalid")
+    require(float(np.median([row["mapped_response_sum"] for row in panel_rows])) == MEDIAN,
+            "Matched-energy reference must remain the original full-12 median")
+    result = {}
+    names, keys = set(), set()
+    for row in records:
+        require(row["cohort"] in COHORTS and row["mode"] in MODES, "Unknown cohort/mode")
+        require(type(row["odor_index"]) is int and 0 <= row["odor_index"] < 6 and
+                type(row["seed"]) is int and row["seed"] in seeds, "Invalid odor index/seed")
+        require(isinstance(row["name"], str) and re.fullmatch(r"[A-Za-z0-9_-]+", row["name"]), "Unsafe case name")
+        namekey = (row["cohort"], row["name"])
+        key = (row["cohort"], row["mode"], row["odor_index"], row["seed"])
+        require(namekey not in names and key not in keys, "Duplicate case name or experimental cell")
+        names.add(namekey); keys.add(key)
+        offset = 0 if row["cohort"] == "seed_validation" else 6
+        require(row["source_panel_split"] == SPLITS[row["cohort"]] and
+                row["odor_id"] == all_ids[offset + row["odor_index"]], "Cohort identity/order/source split mismatch")
+        if "source_panel_row" in row:
+            require(type(row["source_panel_row"]) is int and row["source_panel_row"] == offset + row["odor_index"],
+                    "Inventory original panel row mismatch")
+        require(type(row["targets"]) is int and 0 < row["targets"] <= cfg["neurons"] and
+                type(row["requests"]) is int and row["requests"] >= 0, "Invalid inventory target/request counts")
+    expected = {(cohort, mode, oi, seed) for cohort in COHORTS for mode in MODES for oi in range(6) for seed in seeds}
+    require(keys == expected, "Inventory missing or replacing a predeclared cell")
+    for index, cohort in enumerate(COHORTS):
+        rows = [row for row in records if row["cohort"] == cohort]
+        rows.sort(key=lambda row: (MODES.index(row["mode"]), row["odor_index"], seeds.index(row["seed"])))
+        result[cohort] = {"records": rows, "odor_ids": all_ids[index * 6:(index + 1) * 6]}
+    return result
+
+
+def validate_encoder(encoder, inventory, cfg):
+    require(encoder["panel_count"] == 12 and encoder["cal_count"] == 6 and encoder["novel_to_aj_count"] == 6 and
+            encoder["median_mapped_response_sum"] == MEDIAN and encoder["seeds"] == cfg["validation"]["seeds"] and
+            encoder["requested_before_any_dynamics"] is True and encoder["historical_never_simulated_claim"] is False,
+            "Frozen encoder/reference or validation scope changed")
+    require(isinstance(encoder["seeds_static_audit_sha256"], str) and
+            re.fullmatch(r"[0-9a-f]{64}", encoder["seeds_static_audit_sha256"]), "Missing seed audit SHA")
+    expected = {cohort: [dict(odor_id=oid, odor_index=index, source_panel_split=SPLITS[cohort])
+                for index, oid in enumerate(inventory[cohort]["odor_ids"])] for cohort in COHORTS}
+    actual = encoder["cohorts_static_panel_rows"]
+    require(set(actual) == set(COHORTS), "Encoder cohort set changed")
+    for ci, cohort in enumerate(COHORTS):
+        require(len(actual[cohort]) == 6, "Encoder cohort panel count changed")
+        for index, (row, wanted) in enumerate(zip(actual[cohort], expected[cohort])):
+            require(all(row.get(key) == value for key, value in wanted.items()),
+                    "Encoder cohort panel rows differ from frozen identities")
+            if "source_panel_row" in row:
+                require(type(row["source_panel_row"]) is int and row["source_panel_row"] == ci * 6 + index,
+                        "Encoder original panel row mismatch")
+
+
+def validate_case(case, row, cfg, frozen_spec):
+    spec = read(case / "spec.json")
+    require(spec["name"] == row["name"] and spec["kind"] == "fullgraph" and
+            spec["validation_cohort"] == row["cohort"] and spec["source_panel_split"] == row["source_panel_split"] and
+            all(spec[key] == row[key] for key in ("mode", "odor_id", "odor_index", "seed")), "Spec differs from validation inventory")
+    require(type(spec["apl_delay_steps"]) is int and spec["apl_delay_steps"] == 18 and spec["steps"] == 1000 and
+            spec["dt_ms"] == .1 and spec["duration_ms"] == 100.0 and spec["training"] is False and
+            spec["record_history"] is False, "Fixed D18/window/nonlearning schema changed")
+    if "source_panel_row" in row or "source_panel_row" in spec:
+        expected_row = (0 if row["cohort"] == "seed_validation" else 6) + row["odor_index"]
+        require(type(spec.get("source_panel_row")) is int and spec["source_panel_row"] == expected_row and
+                row.get("source_panel_row", expected_row) == expected_row, "Spec original panel row mismatch")
+    for key in ("model", "graph_dir", "apl_bundle_dir", "apl", "coefficients_path", "science_python",
+                "legacy_apl_worker", "precision", "apl_precision", "dt_ms", "duration_ms", "steps"):
+        require(spec[key] == frozen_spec[key], "Frozen physical field changed: " + key)
+    with np.load(case / "pn-drive.npz", allow_pickle=False) as source:
+        require(set(source.files) == {"targets", "rates_hz"}, "PN drive schema changed")
+        targets, rates = source["targets"], source["rates_hz"]
+    require(targets.dtype == np.int32 and targets.ndim == 1 and len(targets) == row["targets"] and
+            len(np.unique(targets)) == len(targets) and np.all((targets >= 0) & (targets < cfg["neurons"])) and
+            rates.dtype == np.float32 and rates.shape == targets.shape and np.isfinite(rates).all() and np.all(rates > 0),
+            "Invalid PN drive identities/rates; no sorting or zero-channel insertion is allowed")
+    expected_events = float(rates.sum()) * spec["steps"] * .1 / 1000.
+    require(spec["target_count"] == row["targets"] and spec["rate_sum_hz"] == float(rates.sum()) and
+            spec["expected_external_events"] == expected_events and np.isfinite(expected_events) and expected_events > 0,
+            "PN rates/spec event expectation disagree")
+    if "expected_external_events" in row:
+        require(row["expected_external_events"] == expected_events, "Inventory expected events disagree")
+    if "rates_sum" in row:
+        require(row["rates_sum"] == float(rates.sum()), "Inventory rate sum disagrees")
+    with np.load(case / "requests.npz", allow_pickle=False) as source:
+        require(set(source.files) == {"tick", "neuron_idx"} and len(source["tick"]) == row["requests"] and
+                np.isin(source["neuron_idx"], targets).all(), "Request count/targets differ from prepared input")
+    return spec
+
+
+def read_validation_trial(legacy, timing, output, case, spec, kc_globals, cfg):
+    """Reuse all sealed checks; replace only the returned descriptive record."""
+    cohort = spec["validation_cohort"]
+    require(cohort in COHORTS and spec["source_panel_split"] == SPLITS[cohort] and
+            type(spec["apl_delay_steps"]) is int and spec["apl_delay_steps"] == 18, "Wrong validation cohort or delay")
+    trial = legacy.read_trial(output, case, spec, kc_globals, cfg["neurons"], cfg["edges"])
+    try:
+        trial["timing"] = timing.validate_timing(output, spec, trial)
+    except Exception:
+        close_trial(trial)
+        raise
+    trial["record"] = dict(trial["record"], split=cohort, cohort=cohort, validation_cohort=cohort,
+        source_panel_split=spec["source_panel_split"], historical_never_simulated_claim=False,
+        used_for_parameter_selection=False)
+    if "source_panel_row" in spec:
+        trial["record"]["source_panel_row"] = spec["source_panel_row"]
+    return trial
+
+
+def close_trial(trial):
+    if trial is None:
+        return
+    arrays = list(trial.get("apl", {}).values())
+    arrays += [trial.get("timing", {}).get(key) for key in ("applied", "pending")]
+    for value in arrays:
+        mmap = getattr(value, "_mmap", None)
+        if mmap is not None and not mmap.closed:
+            mmap.close()
+
+
+def evidence_hashes(output, case, name, repeat):
+    files = ("state.npz", "summary.json", "tick-state-hashes.jsonl", "queue.jsonl", "requests.csv", "apl-component.json",
+             "apl-drive.float32.npy", "apl-state.float32.npy", "apl-inhibition.float32.npy",
+             "apl-applied.float32.npy", "apl-pending-tail.float32.npy", "apl-timing-audit.json")
+    return {"case": name, "repeat": repeat,
+            "input_sha256": {key: digest(case / key) for key in ("spec.json", "requests.npz", "pn-drive.npz")},
+            "output_sha256": {key: digest(output / key) for key in files}}
+
+
+def collect_cohort(cohort, records, odors, cfg, exp, kc_globals, frozen_spec, legacy, timing):
+    """Aggregate one block even when its representation gate fails."""
+    seeds = cfg["validation"]["seeds"]
+    failures, runs, rows, repeats, timings, proof, modes = [], {}, [], [], [], [], {}
+    for row in records:
+        name, first, spec = row["name"], None, None
+        case = exp / "cases" / cohort / name
+        try:
+            spec = validate_case(case, row, cfg, frozen_spec)
+        except Exception as error:
+            failures.append(dict(stage="case_input", case=name, type=type(error).__name__, message=str(error)))
+        for repeat_index in ([0, 1] if row["seed"] == seeds[0] else [0]):
+            trial = None
+            try:
+                require(spec is not None, "Case input validation unavailable")
+                output = exp / "gpu" / cohort / (name + "-r" + str(repeat_index))
+                trial = read_validation_trial(legacy, timing, output, case, spec, kc_globals, cfg)
+                require(trial["record"]["requested"] == row["requests"], "Inventory/actual request count differs")
+                entry = evidence_hashes(output, case, name, repeat_index)
+                proof.append(entry)
+                timings.append(dict(case=name, repeat=repeat_index, **trial["timing"]["report"]))
+                if repeat_index == 0:
+                    first = trial
+                    runs[(row["mode"], row["odor_id"], row["seed"])] = {key: trial[key] for key in
+                        ("kc_counts", "expected_external_events", "external_events")}
+                    rows.append(trial["record"])
+                else:
+                    require(first is not None, "Baseline unavailable for exact repeat")
+                    report = dict(case=name, **timing.timing_repeat(first, trial, legacy))
+                    repeats.append(report)
+                    require(report["pass_all"] is True, "Exact repeat differs: " + ", ".join(
+                        key for key, value in report["checks"].items() if not value))
+            except Exception as error:
+                failures.append(dict(stage="raw_trial" if repeat_index == 0 else "repeat_trial", case=name,
+                    repeat=repeat_index, type=type(error).__name__, message=str(error)))
+            finally:
+                if trial is not first:
+                    close_trial(trial)
+        close_trial(first)
+    for mode in MODES:
+        expected = {(mode, odor, seed) for odor in odors for seed in seeds}
+        if expected.issubset(runs):
+            try:
+                report = legacy.summarize_mode(mode, odors, seeds, runs, cfg["gates"])
+                require(report["conditions"] == legacy.evaluate_gates(report, cfg["gates"]), "Original gate conjunction mismatch")
+                require(report["within_distance_count"] == 60 and report["between_distance_count"] == 75 and
+                        report["pair_count"] == 15 and all(pair["within_distance_count"] == 20 and
+                            pair["between_distance_count"] == 5 for pair in report["pairs"]), "Pair-specific denominator changed")
+                modes[mode] = report
+                if not report["gate"]:
+                    failures.append(dict(stage="representation_gate", mode=mode,
+                        failed_conditions=[key for key, value in report["conditions"].items() if not value]))
+            except Exception as error:
+                failures.append(dict(stage="representation_calculation", mode=mode, type=type(error).__name__, message=str(error)))
+    numerical = bool(len(runs) == 60 and len(timings) == 72 and not any(row["stage"] in
+        ("case_input", "raw_trial", "repeat_trial") for row in failures))
+    repeated = bool(len(repeats) == 12 and all(row["pass_all"] is True for row in repeats))
+    execution = bool(numerical and repeated and not any(row["stage"] == "representation_calculation" for row in failures))
+    represented = bool(len(modes) == 2 and all(row["gate"] is True for row in modes.values()))
+    return dict(cohort=cohort, source_panel_split=SPLITS[cohort], pass_all=bool(execution and represented),
+        execution_gate_pass=execution, numerical_integrity_pass=numerical, exact_repeat_pass=repeated,
+        representation_gate_pass=represented, original_representation_gate_pass=represented,
+        expected_base_trials=60, valid_base_trials=len(runs), expected_repeats=12, checked_repeats=len(repeats),
+        checked_timing_trials=len(timings), modes=modes, runs=rows, repeats=repeats, timing_checks=timings,
+        failures=failures, input_output_provenance=proof)
+
+
+def summarize(cohort, out_json=_DEFAULT_OUTPUT):
+    """Default exclusive write; None recomputes deterministically without writes."""
+    require(cohort in COHORTS, "Unknown validation cohort")
+    import context as ctx
+    target = ctx.EXP / "validation" / cohort / "summary.json" if out_json is _DEFAULT_OUTPUT else (
+        None if out_json is None else Path(out_json))
+    require(target is None or not target.exists(), "Refusing existing cohort summary")
+    result = dict(cohort=cohort, source_panel_split=SPLITS[cohort], pass_all=False, execution_gate_pass=False,
+        numerical_integrity_pass=False, exact_repeat_pass=False, representation_gate_pass=False,
+        original_representation_gate_pass=False, expected_base_trials=60, valid_base_trials=0,
+        expected_repeats=12, checked_repeats=0, checked_timing_trials=0,
+        modes={}, runs=[], repeats=[], timing_checks=[], failures=[], input_output_provenance=[])
+    proof, odors, encoder = {}, [], None
+    try:
+        ctx.check()
+        legacy = load_frozen(ctx.AG_MODEL / "calibration.py", AG_SHA256, "phase4ak_frozen_ag_calibration")
+        timing = load_frozen(ctx.AJ_MODEL / "calibration.py", AJ_SHA256, "phase4ak_frozen_aj_calibration")
+        inventory_path = ctx.EXP / "protocol/validation-cases.json"
+        encoder_path = ctx.EXP / "protocol/encoder-audit.json"
+        panel_path = ctx.ROOT / "experiments/phase4l-olfactory-grounding/odor-encoder/frozen-odor-panel.parquet"
+        require(digest(panel_path) == PANEL_SHA256, "Frozen static panel SHA changed")
+        import pandas as pd
+        panel = pd.read_parquet(panel_path).to_dict(orient="records")
+        inventory = validate_inventory(read(inventory_path), ctx.CFG, panel, legacy)
+        encoder = read(encoder_path)
+        validate_encoder(encoder, inventory, ctx.CFG)
+        seed_audit = ctx.MODEL / "seed-audit.json"
+        require(digest(seed_audit) == encoder["seeds_static_audit_sha256"], "Seed-audit receipt/encoder mismatch")
+        kc_path = ctx.AG / "apl-bundle/kc_globals.npy"
+        kc = np.load(kc_path, allow_pickle=False)
+        require(kc.dtype == np.int32 and kc.shape == (4064,) and np.all(np.diff(kc) > 0) and
+                np.all((kc >= 0) & (kc < ctx.CFG["neurons"])), "Frozen KC identity invalid")
+        base_path = ctx.AJ / "cases/delay18/cal-physiological-00-s51101/spec.json"
+        base = read(base_path)
+        require(base["apl_delay_steps"] == 18 and base["training"] is False, "Wrong frozen physical reference")
+        proof = {"validation_inventory": digest(inventory_path), "encoder_audit": digest(encoder_path),
+                 "static_panel": digest(panel_path), "seed_audit": digest(seed_audit),
+                 "KC_identity": digest(kc_path), "frozen_D18_spec": digest(base_path),
+                 "AG_calibration_source": AG_SHA256, "AJ_calibration_source": AJ_SHA256}
+        odors = inventory[cohort]["odor_ids"]
+        result = collect_cohort(cohort, inventory[cohort]["records"], odors, ctx.CFG, ctx.EXP, kc, base, legacy, timing)
+    except Exception as error:
+        result["failures"].append(dict(stage="prerequisites", type=type(error).__name__, message=str(error)))
+    result.update(phase="4AK", apl_delay_steps=18, seeds=ctx.CFG["validation"]["seeds"], duration_ms=100.0,
+        odor_ids=odors, encoder_audit=encoder, prerequisite_input_sha256=proof,
+        representation_failure_is_not_numerical_failure=True, old_module_globals_modified=False,
+        old_heldout_dynamic_access=False, historical_never_simulated_claim=False,
+        requested_cohort_only_dynamic_read=True, suite_owns_sequential_unlock=True,
+        shared_apl_component_oracle_limit=True, independent_oracle_equivalence_claim=False,
+        seed_namespace_claim="Declared static-audit scope only; not an unqualified all-history independence claim",
+        biological_delay_measurement_claimed=False, candidate_generated=False, training=False,
+        metric_source="SHA-pinned AG complete phase4l gate; SHA-pinned AJ timing/repeat checks")
+    # Serializability/finiteness must be established even for read-only finalization.
+    json.dumps(result, allow_nan=False, sort_keys=True)
+    if target is not None:
+        outputs = {target: result}
+        outputs.update({target.parent / (mode + ".json"): report for mode, report in result["modes"].items()})
+        require(all(not path.exists() for path in outputs), "Refusing existing cohort/mode output")
+        for path, value in outputs.items():
+            ctx.save(path, value)
+    return result
+
+
+if __name__ == "__main__":
+    require(len(sys.argv) == 2, "Usage: validation.py seed_validation|novel_to_aj")
+    answer = summarize(sys.argv[1])
+    print(json.dumps({key: answer[key] for key in ("cohort", "pass_all", "execution_gate_pass", "representation_gate_pass")}))
diff --git a/models/male-cns-lif/apl-timing-validation-v1/verify_frozen.py b/models/male-cns-lif/apl-timing-validation-v1/verify_frozen.py
new file mode 100644
index 0000000..718c88b
--- /dev/null
+++ b/models/male-cns-lif/apl-timing-validation-v1/verify_frozen.py
@@ -0,0 +1,49 @@
+"""Unchanged deterministic-v2 reference rerun, exclusively into this new stage."""
+import os
+import sys
+import time
+import numpy as np
+import pandas as pd
+import yaml
+from context import ROOT, EXP, CFG, check, save, bit_equal
+
+
+def main():
+    check()
+    assert not (EXP / 'regression/frozen-five.json').exists()
+    from run_case import preflight
+    preflight()
+    runtime_path = ROOT / 'models/male-cns-lif/deterministic-runtime-v2'
+    pc = yaml.safe_load((runtime_path / 'phase4p.yaml').read_text())
+    sys.path.insert(0, str(ROOT / 'models/male-cns-lif'))
+    sys.path.insert(0, str(runtime_path))
+    import torch
+    import phase4p
+    assert torch.cuda.mem_get_info()[0] > 2 * 1024**3
+    torch.cuda.reset_peak_memory_stats()
+    started = time.perf_counter()
+    runtime = phase4p.CanonicalRuntime(pc, runtime_path, EXP)
+    rows = []
+    for spec in pc['reference_trials']:
+        preflight()
+        reference_dir = ROOT / 'experiments/phase4p-deterministic-runtime/phase4c-v2/reference' / spec['name']
+        events = pd.read_parquet(reference_dir / 'spike-events.parquet')
+        reference = dict(step=events.step.to_numpy(), neuron_idx=events.neuron_idx.to_numpy(),
+            counts=np.load(reference_dir / 'per-neuron-spike-counts.int32.npy'),
+            v=np.load(reference_dir / 'final-voltage.float32.npy'), g=np.load(reference_dir / 'final-g.float32.npy'))
+        result = runtime.run(np.flatnonzero(runtime.pops[spec['population']]), spec['rate_hz'], spec['seed'], spec['duration_ms'])
+        row = dict(trial=spec['name'], exact={key: bool(bit_equal(value, result[key])) for key, value in reference.items()},
+            dtype_shape={key: dict(reference_dtype=str(value.dtype), actual_dtype=str(result[key].dtype),
+                reference_shape=list(value.shape), actual_shape=list(result[key].shape)) for key, value in reference.items()},
+            wall_seconds=result['metrics']['wall_seconds'])
+        rows.append(row)
+        print(row, flush=True)
+    passed = len(rows) == 5 and all(all(row['exact'].values()) for row in rows)
+    save(EXP / 'regression/frozen-five.json', dict(pass_all=passed, trials=rows,
+        wall_seconds=time.perf_counter() - started, peak_allocated_vram=int(torch.cuda.max_memory_allocated()),
+        scope='Old frozen deterministic-v2 five references only; not the new D18 hypothesis'))
+    assert passed
+
+
+if __name__ == '__main__':
+    main()
diff --git a/registry/phase4ak-apl-timing-validation/evidence-index.json b/registry/phase4ak-apl-timing-validation/evidence-index.json
new file mode 100644
index 0000000..40b4264
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence-index.json
@@ -0,0 +1,7700 @@
+[
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/REPORT.md",
+    "copy": "evidence/REPORT.md",
+    "bytes": 1008,
+    "sha256": "c89a6c3ae8380f218d15cdfba1d8aa4fc1859d2f46a6bf1306450015f4efda53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+    "copy": "evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+    "bytes": 17404,
+    "sha256": "93e4fc94d9e5e1ed8a13e975dd4392cc4a1d4363fe71c0b82ce43d97b6900b6f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+    "copy": "evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+    "bytes": 17368,
+    "sha256": "623a6a5e685674fdd4dfd07e3a56bc8a11176a559a70634506150f03fbc41277"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+    "copy": "evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+    "bytes": 17688,
+    "sha256": "302c6dd70c07e4168e76e180294ae1876c0a5fd2a8f8a1ba15b19c936db452c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json",
+    "copy": "evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json",
+    "bytes": 17652,
+    "sha256": "5ade5ea66006f7bdc1df339e0f5c75bacf450d24d8c7f34b9d7f1ac2a868aa0a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/control-cal-matched_energy-00-s51101.json",
+    "copy": "evidence/audit/control-cal-matched_energy-00-s51101.json",
+    "bytes": 13470,
+    "sha256": "ed71c8aa01ff9b845591e3f481c89c2c1d8db1c0aead885ee9b94bf94bbadf57"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/control-cal-physiological-00-s51101.json",
+    "copy": "evidence/audit/control-cal-physiological-00-s51101.json",
+    "bytes": 13435,
+    "sha256": "ed4e193f9b933360fd15e6851b87b260ec300053cf864c8a3a5446d91274c955"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/controls-gate.json",
+    "copy": "evidence/audit/controls-gate.json",
+    "bytes": 480,
+    "sha256": "62a19c748da7f1b0f4256b472763e8a278add8ee9f1794499df799a2d418bfb5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/final-status.json",
+    "copy": "evidence/audit/final-status.json",
+    "bytes": 539555,
+    "sha256": "c49181086ecbd19511b9f1e783afea8f66d0f74348a7b70d7f6c5fa99b4337fc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/novel-probes-gate.json",
+    "copy": "evidence/audit/novel-probes-gate.json",
+    "bytes": 543,
+    "sha256": "230fc1e8d7a817a77ebfa66ddb6f44cb5c5a6891fdad2b4fe1fd607d7be35f62"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/novel-validation-gate.json",
+    "copy": "evidence/audit/novel-validation-gate.json",
+    "bytes": 1158,
+    "sha256": "06b3fa91d947c05449340c9de6897b012ac9170f92ccf20e2954c52d201b5234"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "92559d7fa2bcb3615fd87a2110d61b40704e80b98ae774d55e8672cb71a30031"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "b72c170f068e99fcf7a09773e455e960035e01f245fad81b89a64e487039732b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "061efc20cb6cadfb25f29db3ea255adbe2e1126d113dfe63c64a8fb24e13b216"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "6dfbbab429b1ee25b61b8ca59da27706c46e4f055f3eec05ff10a30d63b4cf0e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "350c257a253cef46ca263dc0904c6f057745e8453834fce75d043816bc811855"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json",
+    "bytes": 12247,
+    "sha256": "13776fd612bc93a88723e5f0526330d8b67a9177c886b7f32bd209be60182c13"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "658c4bd3def28db7abf935e6e34bb529549b7115276445cd6b2938bc9fef2766"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "b5386c46789cf8338c6822126bb73fa238bd192d7ee69b956b0c907fe683e9c7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "0ebe3d85a2afdc7539b3b166578e84b3ed81a5be3289ab84190abac0bdbadce1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "c6e40eba02f5bb622dff8afc4e0d257470d8dc1078112b2ea5eee7550ac18eb2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "ecc671d6c4faf6b0dd42f8938f178d4455358b63f51dace9abcf3d1c048ce97e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json",
+    "copy": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json",
+    "bytes": 12220,
+    "sha256": "8fcfe25e34d83a17bb706f6508e95b413f996853f243f529236bce1b82da163b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "bb59498c12fa42c5900c06c5bd76f8a6d9374028b34c45204b48da299e802992"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "829dca83c233285cbfa0c26f1643cf2dfd5aa6d71acf19b93c3111c2a94123ca"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "ed53a3ea8e0def239486b47a3fe50f4889f03d3b42f7cfaa891b48a02d398678"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "93be462e1167730462e1faca842663921d3c9b7abe8cee4d1ed30b1ef4a2bd08"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "e44558058778b901efe25ab81e1c1171cea7caed4d7d6bcc62b86a71fcaa17c3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json",
+    "bytes": 12459,
+    "sha256": "8644de15deb0fb8776a638446fbdfc4c6c6f9dce98312ad35168321d4b4d9dd6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "4f97dd84b91fcf296ca67fb7b7e9f570470e6bf5c5218cef9b16585cdb8f478b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "4cb83a8d77cdb1a7ea9369311c220e70141da6985aaab21912cc7cf469136ea4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "517313c28633b2423d0c8d5fa322999a0c37a26bf0fdf64cefddec62dea55cce"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "4243fbc57c2aac3cd8046924e89514c28b2f53c9ccfde7619995ef575646f5fa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "8f4b7bf26d6f5311fc13d3854b9a293483924823cc638ecfa344380eb14bafbf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json",
+    "copy": "evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json",
+    "bytes": 12432,
+    "sha256": "04588268cc3b36f77d83ffe9569b9da2b49a14a857f56c4ffe9bf251e045a7cc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/seed-probes-gate.json",
+    "copy": "evidence/audit/seed-probes-gate.json",
+    "bytes": 558,
+    "sha256": "c2bdf69dfcf3705f2c00abb9b1e20b75f758cb4a922572050094c7ce85328aa8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/audit/seed-validation-gate.json",
+    "copy": "evidence/audit/seed-validation-gate.json",
+    "bytes": 1213,
+    "sha256": "2fa8596d1a98ccb17bcd7a20f23591f97c4b724be381cc5331a7f2a72363d10d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/controls/cal-matched_energy-00-s51101/spec.json",
+    "copy": "evidence/cases/controls/cal-matched_energy-00-s51101/spec.json",
+    "bytes": 1520,
+    "sha256": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/controls/cal-physiological-00-s51101/spec.json",
+    "copy": "evidence/cases/controls/cal-physiological-00-s51101/spec.json",
+    "bytes": 1518,
+    "sha256": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json",
+    "bytes": 1632,
+    "sha256": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json",
+    "bytes": 1632,
+    "sha256": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json",
+    "bytes": 1632,
+    "sha256": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json",
+    "bytes": 1632,
+    "sha256": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json",
+    "bytes": 1632,
+    "sha256": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json",
+    "bytes": 1626,
+    "sha256": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json",
+    "bytes": 1626,
+    "sha256": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json",
+    "bytes": 1626,
+    "sha256": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json",
+    "bytes": 1626,
+    "sha256": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json",
+    "bytes": 1626,
+    "sha256": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json",
+    "bytes": 1618,
+    "sha256": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json",
+    "bytes": 1618,
+    "sha256": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json",
+    "bytes": 1618,
+    "sha256": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json",
+    "bytes": 1618,
+    "sha256": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json",
+    "bytes": 1618,
+    "sha256": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json",
+    "bytes": 1615,
+    "sha256": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json",
+    "bytes": 1615,
+    "sha256": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json",
+    "bytes": 1615,
+    "sha256": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json",
+    "bytes": 1615,
+    "sha256": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json",
+    "bytes": 1615,
+    "sha256": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json",
+    "bytes": 1613,
+    "sha256": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json",
+    "bytes": 1613,
+    "sha256": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json",
+    "bytes": 1613,
+    "sha256": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json",
+    "bytes": 1613,
+    "sha256": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json",
+    "bytes": 1613,
+    "sha256": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json",
+    "bytes": 1629,
+    "sha256": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json",
+    "bytes": 1629,
+    "sha256": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json",
+    "bytes": 1629,
+    "sha256": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json",
+    "bytes": 1629,
+    "sha256": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json",
+    "bytes": 1629,
+    "sha256": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json",
+    "bytes": 1626,
+    "sha256": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json",
+    "bytes": 1626,
+    "sha256": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json",
+    "bytes": 1626,
+    "sha256": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json",
+    "bytes": 1626,
+    "sha256": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json",
+    "bytes": 1626,
+    "sha256": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json",
+    "bytes": 1620,
+    "sha256": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json",
+    "bytes": 1620,
+    "sha256": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json",
+    "bytes": 1620,
+    "sha256": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json",
+    "bytes": 1620,
+    "sha256": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json",
+    "bytes": 1620,
+    "sha256": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json",
+    "bytes": 1616,
+    "sha256": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json",
+    "bytes": 1616,
+    "sha256": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json",
+    "bytes": 1616,
+    "sha256": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json",
+    "bytes": 1616,
+    "sha256": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json",
+    "bytes": 1616,
+    "sha256": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json",
+    "bytes": 1611,
+    "sha256": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json",
+    "bytes": 1611,
+    "sha256": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json",
+    "bytes": 1611,
+    "sha256": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json",
+    "bytes": 1611,
+    "sha256": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json",
+    "bytes": 1611,
+    "sha256": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json",
+    "bytes": 1609,
+    "sha256": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json",
+    "bytes": 1609,
+    "sha256": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json",
+    "bytes": 1609,
+    "sha256": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json",
+    "bytes": 1609,
+    "sha256": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json",
+    "bytes": 1609,
+    "sha256": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json",
+    "bytes": 1625,
+    "sha256": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json",
+    "bytes": 1625,
+    "sha256": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json",
+    "bytes": 1625,
+    "sha256": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json",
+    "bytes": 1625,
+    "sha256": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json",
+    "copy": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json",
+    "bytes": 1625,
+    "sha256": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json",
+    "bytes": 1646,
+    "sha256": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json",
+    "bytes": 1646,
+    "sha256": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json",
+    "bytes": 1646,
+    "sha256": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json",
+    "bytes": 1646,
+    "sha256": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json",
+    "bytes": 1646,
+    "sha256": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json",
+    "bytes": 1626,
+    "sha256": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json",
+    "bytes": 1626,
+    "sha256": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json",
+    "bytes": 1626,
+    "sha256": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json",
+    "bytes": 1626,
+    "sha256": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json",
+    "bytes": 1626,
+    "sha256": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json",
+    "bytes": 1629,
+    "sha256": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json",
+    "bytes": 1629,
+    "sha256": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json",
+    "bytes": 1629,
+    "sha256": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json",
+    "bytes": 1629,
+    "sha256": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json",
+    "bytes": 1629,
+    "sha256": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json",
+    "bytes": 1646,
+    "sha256": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json",
+    "bytes": 1646,
+    "sha256": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json",
+    "bytes": 1646,
+    "sha256": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json",
+    "bytes": 1646,
+    "sha256": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json",
+    "bytes": 1646,
+    "sha256": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json",
+    "bytes": 1636,
+    "sha256": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json",
+    "bytes": 1636,
+    "sha256": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json",
+    "bytes": 1636,
+    "sha256": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json",
+    "bytes": 1636,
+    "sha256": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json",
+    "bytes": 1636,
+    "sha256": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json",
+    "bytes": 1646,
+    "sha256": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json",
+    "bytes": 1646,
+    "sha256": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json",
+    "bytes": 1646,
+    "sha256": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json",
+    "bytes": 1646,
+    "sha256": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json",
+    "bytes": 1646,
+    "sha256": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json",
+    "bytes": 1644,
+    "sha256": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json",
+    "bytes": 1644,
+    "sha256": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json",
+    "bytes": 1644,
+    "sha256": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json",
+    "bytes": 1644,
+    "sha256": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json",
+    "bytes": 1644,
+    "sha256": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json",
+    "bytes": 1626,
+    "sha256": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json",
+    "bytes": 1626,
+    "sha256": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json",
+    "bytes": 1626,
+    "sha256": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json",
+    "bytes": 1626,
+    "sha256": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json",
+    "bytes": 1626,
+    "sha256": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json",
+    "bytes": 1623,
+    "sha256": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json",
+    "bytes": 1623,
+    "sha256": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json",
+    "bytes": 1623,
+    "sha256": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json",
+    "bytes": 1623,
+    "sha256": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json",
+    "bytes": 1623,
+    "sha256": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json",
+    "bytes": 1642,
+    "sha256": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json",
+    "bytes": 1642,
+    "sha256": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json",
+    "bytes": 1642,
+    "sha256": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json",
+    "bytes": 1642,
+    "sha256": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json",
+    "bytes": 1642,
+    "sha256": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json",
+    "bytes": 1630,
+    "sha256": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json",
+    "bytes": 1630,
+    "sha256": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json",
+    "bytes": 1630,
+    "sha256": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json",
+    "bytes": 1630,
+    "sha256": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json",
+    "bytes": 1630,
+    "sha256": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json",
+    "bytes": 1644,
+    "sha256": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json",
+    "bytes": 1644,
+    "sha256": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json",
+    "bytes": 1644,
+    "sha256": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json",
+    "bytes": 1644,
+    "sha256": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json",
+    "copy": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json",
+    "bytes": 1644,
+    "sha256": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/controls/cal-matched_energy-00-s51101.json",
+    "copy": "evidence/component-audit/controls/cal-matched_energy-00-s51101.json",
+    "bytes": 9637,
+    "sha256": "8d3018c752b30ae587d580b45748854de3af0b88fdfba78aba241f70ad267da3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/controls/cal-physiological-00-s51101.json",
+    "copy": "evidence/component-audit/controls/cal-physiological-00-s51101.json",
+    "bytes": 9635,
+    "sha256": "b54e22f755d28d8969a28f9781dee7eb1f2ea37d663b5452eacbaa4507279df4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json",
+    "copy": "evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json",
+    "bytes": 9652,
+    "sha256": "1ed80092879afdc850644d36429ac039668c746aad8dc68873d80ce2cdefdfb7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json",
+    "copy": "evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json",
+    "bytes": 9653,
+    "sha256": "9d2ae69912eed910a38ab94dc6553809fb5203f56153bd7f7c12940bfff4c2a6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json",
+    "copy": "evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json",
+    "bytes": 9661,
+    "sha256": "d7c81ed17fe2bc8a02aaba971b17c99f3426d892375ae2b29afe6ea83e969db0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json",
+    "copy": "evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json",
+    "bytes": 9659,
+    "sha256": "29c4f4723c50599ec2aa4398220141725c5cf35310614c4472366e6f21a339cc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu-reference/extension.json",
+    "copy": "evidence/gpu-reference/extension.json",
+    "bytes": 449,
+    "sha256": "20eb140a998310501ab69e4fe69b856a5e7664a5500188924ccba73badc65811"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv",
+    "bytes": 1914,
+    "sha256": "8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json",
+    "copy": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json",
+    "bytes": 6466,
+    "sha256": "2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/requests.csv",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv",
+    "bytes": 1980,
+    "sha256": "b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/summary.json",
+    "copy": "evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json",
+    "bytes": 6460,
+    "sha256": "c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv",
+    "bytes": 1757,
+    "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv",
+    "bytes": 1757,
+    "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv",
+    "bytes": 1658,
+    "sha256": "de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv",
+    "bytes": 1954,
+    "sha256": "c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv",
+    "bytes": 2077,
+    "sha256": "2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv",
+    "bytes": 1633,
+    "sha256": "22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv",
+    "bytes": 1694,
+    "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv",
+    "bytes": 1694,
+    "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json",
+    "bytes": 6478,
+    "sha256": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv",
+    "bytes": 2214,
+    "sha256": "a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv",
+    "bytes": 1749,
+    "sha256": "d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv",
+    "bytes": 1930,
+    "sha256": "f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv",
+    "bytes": 1463,
+    "sha256": "c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json",
+    "bytes": 6475,
+    "sha256": "f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv",
+    "bytes": 1490,
+    "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json",
+    "bytes": 6476,
+    "sha256": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv",
+    "bytes": 1490,
+    "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv",
+    "bytes": 1750,
+    "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv",
+    "bytes": 1875,
+    "sha256": "0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv",
+    "bytes": 1793,
+    "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv",
+    "bytes": 1554,
+    "sha256": "ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv",
+    "bytes": 1390,
+    "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv",
+    "bytes": 1390,
+    "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json",
+    "bytes": 6479,
+    "sha256": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv",
+    "bytes": 1597,
+    "sha256": "bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv",
+    "bytes": 1810,
+    "sha256": "8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv",
+    "bytes": 1837,
+    "sha256": "70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv",
+    "bytes": 1760,
+    "sha256": "2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv",
+    "bytes": 1676,
+    "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv",
+    "bytes": 1676,
+    "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv",
+    "bytes": 1788,
+    "sha256": "695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv",
+    "bytes": 1773,
+    "sha256": "f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv",
+    "bytes": 1631,
+    "sha256": "370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv",
+    "bytes": 1414,
+    "sha256": "0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv",
+    "bytes": 1724,
+    "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv",
+    "bytes": 1724,
+    "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json",
+    "bytes": 6478,
+    "sha256": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv",
+    "bytes": 1749,
+    "sha256": "489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv",
+    "bytes": 2094,
+    "sha256": "9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv",
+    "bytes": 1784,
+    "sha256": "bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv",
+    "bytes": 1541,
+    "sha256": "0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv",
+    "bytes": 1883,
+    "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv",
+    "bytes": 1883,
+    "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json",
+    "bytes": 6480,
+    "sha256": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv",
+    "bytes": 1767,
+    "sha256": "dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv",
+    "bytes": 2161,
+    "sha256": "313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv",
+    "bytes": 2202,
+    "sha256": "bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv",
+    "bytes": 1839,
+    "sha256": "9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv",
+    "bytes": 1630,
+    "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json",
+    "bytes": 6475,
+    "sha256": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv",
+    "bytes": 1630,
+    "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json",
+    "bytes": 6476,
+    "sha256": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv",
+    "bytes": 2119,
+    "sha256": "370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv",
+    "bytes": 1672,
+    "sha256": "fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv",
+    "bytes": 1831,
+    "sha256": "a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv",
+    "bytes": 1384,
+    "sha256": "06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv",
+    "bytes": 1490,
+    "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json",
+    "bytes": 6474,
+    "sha256": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv",
+    "bytes": 1490,
+    "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv",
+    "bytes": 1750,
+    "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1176,
+    "sha256": "9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv",
+    "bytes": 1811,
+    "sha256": "dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json",
+    "bytes": 6474,
+    "sha256": "8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv",
+    "bytes": 1793,
+    "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv",
+    "bytes": 1539,
+    "sha256": "9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv",
+    "bytes": 1102,
+    "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv",
+    "bytes": 1102,
+    "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv",
+    "bytes": 1204,
+    "sha256": "f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv",
+    "bytes": 1233,
+    "sha256": "91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json",
+    "bytes": 6475,
+    "sha256": "ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv",
+    "bytes": 1345,
+    "sha256": "d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv",
+    "bytes": 1163,
+    "sha256": "10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json",
+    "bytes": 6474,
+    "sha256": "8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv",
+    "bytes": 1692,
+    "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv",
+    "bytes": 1692,
+    "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv",
+    "bytes": 1929,
+    "sha256": "fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json",
+    "bytes": 6475,
+    "sha256": "1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv",
+    "bytes": 1905,
+    "sha256": "804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json",
+    "bytes": 6476,
+    "sha256": "672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv",
+    "bytes": 1741,
+    "sha256": "4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv",
+    "bytes": 1523,
+    "sha256": "43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv",
+    "bytes": 1561,
+    "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv",
+    "bytes": 1561,
+    "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json",
+    "bytes": 6477,
+    "sha256": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv",
+    "bytes": 1603,
+    "sha256": "de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv",
+    "bytes": 1897,
+    "sha256": "bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv",
+    "bytes": 1658,
+    "sha256": "11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json",
+    "bytes": 6478,
+    "sha256": "1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv",
+    "bytes": 1441,
+    "sha256": "f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json",
+    "bytes": 6476,
+    "sha256": "aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv",
+    "bytes": 1754,
+    "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv",
+    "bytes": 1754,
+    "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json",
+    "bytes": 6482,
+    "sha256": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv",
+    "bytes": 1736,
+    "sha256": "2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv",
+    "bytes": 2046,
+    "sha256": "028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1176,
+    "sha256": "1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv",
+    "bytes": 1787,
+    "sha256": "61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1169,
+    "sha256": "3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv",
+    "bytes": 1357,
+    "sha256": "a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json",
+    "bytes": 6471,
+    "sha256": "e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv",
+    "bytes": 1691,
+    "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv",
+    "bytes": 1691,
+    "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json",
+    "bytes": 6483,
+    "sha256": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv",
+    "bytes": 1860,
+    "sha256": "68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv",
+    "bytes": 1744,
+    "sha256": "fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv",
+    "bytes": 1630,
+    "sha256": "fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv",
+    "bytes": 1664,
+    "sha256": "69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv",
+    "bytes": 1604,
+    "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv",
+    "bytes": 1604,
+    "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json",
+    "bytes": 6480,
+    "sha256": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv",
+    "bytes": 1787,
+    "sha256": "1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv",
+    "bytes": 1703,
+    "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json",
+    "bytes": 6485,
+    "sha256": "444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv",
+    "bytes": 1888,
+    "sha256": "1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv",
+    "bytes": 1662,
+    "sha256": "286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv",
+    "bytes": 1875,
+    "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv",
+    "bytes": 1875,
+    "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json",
+    "bytes": 6484,
+    "sha256": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv",
+    "bytes": 1960,
+    "sha256": "e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv",
+    "bytes": 1864,
+    "sha256": "5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv",
+    "bytes": 1944,
+    "sha256": "5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv",
+    "bytes": 1592,
+    "sha256": "38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1176,
+    "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv",
+    "bytes": 1584,
+    "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1176,
+    "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv",
+    "bytes": 1584,
+    "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json",
+    "bytes": 6479,
+    "sha256": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv",
+    "bytes": 1839,
+    "sha256": "e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv",
+    "bytes": 1868,
+    "sha256": "42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json",
+    "bytes": 6485,
+    "sha256": "3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv",
+    "bytes": 1837,
+    "sha256": "c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv",
+    "bytes": 1629,
+    "sha256": "60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv",
+    "bytes": 1547,
+    "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1177,
+    "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv",
+    "bytes": 1547,
+    "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json",
+    "bytes": 6481,
+    "sha256": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv",
+    "bytes": 1637,
+    "sha256": "16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv",
+    "bytes": 1773,
+    "sha256": "af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json",
+    "bytes": 6484,
+    "sha256": "541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1175,
+    "sha256": "b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv",
+    "bytes": 1778,
+    "sha256": "46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv",
+    "bytes": 1565,
+    "sha256": "a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv",
+    "bytes": 1803,
+    "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv",
+    "bytes": 1803,
+    "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json",
+    "bytes": 6483,
+    "sha256": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv",
+    "bytes": 1783,
+    "sha256": "fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv",
+    "bytes": 2126,
+    "sha256": "9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv",
+    "bytes": 1837,
+    "sha256": "fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv",
+    "bytes": 1468,
+    "sha256": "2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv",
+    "bytes": 1941,
+    "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv",
+    "bytes": 1941,
+    "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json",
+    "bytes": 6482,
+    "sha256": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv",
+    "bytes": 2252,
+    "sha256": "99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv",
+    "bytes": 2109,
+    "sha256": "2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1175,
+    "sha256": "d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv",
+    "bytes": 2027,
+    "sha256": "486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json",
+    "bytes": 6476,
+    "sha256": "c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv",
+    "bytes": 1976,
+    "sha256": "e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv",
+    "bytes": 1620,
+    "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv",
+    "bytes": 1620,
+    "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json",
+    "bytes": 6481,
+    "sha256": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv",
+    "bytes": 1822,
+    "sha256": "54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv",
+    "bytes": 1703,
+    "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv",
+    "bytes": 1904,
+    "sha256": "ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv",
+    "bytes": 1692,
+    "sha256": "975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json",
+    "bytes": 6482,
+    "sha256": "252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv",
+    "bytes": 1598,
+    "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json",
+    "bytes": 6477,
+    "sha256": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv",
+    "bytes": 1598,
+    "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json",
+    "bytes": 6481,
+    "sha256": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1176,
+    "sha256": "cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv",
+    "bytes": 1647,
+    "sha256": "5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv",
+    "bytes": 1651,
+    "sha256": "e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv",
+    "bytes": 1640,
+    "sha256": "eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv",
+    "bytes": 1380,
+    "sha256": "d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv",
+    "bytes": 1055,
+    "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv",
+    "bytes": 1055,
+    "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json",
+    "bytes": 6479,
+    "sha256": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv",
+    "bytes": 1436,
+    "sha256": "a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv",
+    "bytes": 1541,
+    "sha256": "f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1178,
+    "sha256": "5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv",
+    "bytes": 1454,
+    "sha256": "4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json",
+    "bytes": 6479,
+    "sha256": "570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv",
+    "bytes": 1241,
+    "sha256": "53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json",
+    "bytes": 6480,
+    "sha256": "4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv",
+    "bytes": 2982,
+    "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv",
+    "bytes": 2982,
+    "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json",
+    "bytes": 6483,
+    "sha256": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv",
+    "bytes": 2906,
+    "sha256": "c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json",
+    "bytes": 6481,
+    "sha256": "247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv",
+    "bytes": 3139,
+    "sha256": "78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json",
+    "bytes": 1179,
+    "sha256": "6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv",
+    "bytes": 2690,
+    "sha256": "21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json",
+    "bytes": 1684,
+    "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json",
+    "bytes": 1180,
+    "sha256": "485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv",
+    "bytes": 2504,
+    "sha256": "2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json",
+    "bytes": 444,
+    "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json",
+    "bytes": 859,
+    "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json",
+    "copy": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json",
+    "bytes": 6483,
+    "sha256": "1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-controls-cal-matched_energy-00-s51101-r0.log",
+    "copy": "evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log",
+    "bytes": 135,
+    "sha256": "ad53b9c29d272158e7b837acc73c5703256a184dd8832b2aa09295e070a7b38c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-controls-cal-physiological-00-s51101-r0.log",
+    "copy": "evidence/logs/component-controls-cal-physiological-00-s51101-r0.log",
+    "bytes": 134,
+    "sha256": "0abe5b6106f0ae0f557689b38ec7b7e7589df324b187343b352b5c5be1aabec6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "bytes": 151,
+    "sha256": "0699cb3154f56093039a013bbf2438bf2fe47a6a38f3f4a8977d6a4e0737d728"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "bytes": 150,
+    "sha256": "90b028015a08ab1b793689bd6e25a59601befef4f1e1adee574412723fb8eb70"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "bytes": 159,
+    "sha256": "0517057b506ca50ac01155e2f2239c848aab0b31df08248e8578dcd021d637b8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "bytes": 158,
+    "sha256": "32771e56c47b4d81cf61b250fc9d5c252e88539fe2e0057eb1af677caf57ff1f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log",
+    "copy": "evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log",
+    "bytes": 129,
+    "sha256": "b942fb3ea73460aaa792aa773d4b8af061650c57854000b3bd18cf670be579a7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-controls-cal-physiological-00-s51101-r0.log",
+    "copy": "evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log",
+    "bytes": 128,
+    "sha256": "dbe46cb3756d03af2afeafaf466a6104620d9ec289495d4acc0714dda7252cdf"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "b134113da709f243f8c57609abb41225b6c5a750669e17796e66457a1850c557"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "fcf403ef466f72edc7593c94b92e4864c78dd0e3a8fa06186c9fe8895610b21e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "acfd7e5367a7cb36d5fa85427af96291a64b9b0c51df985e1cd3b7b12fb1b38e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "062319fe286c0001ef00cdbf8c01148b1db8974b40dbf1e415c4b13d8e2b776d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "7050ba395867af0650b159040ce13a82abf47b261529faf0c0ced54fe3a435f6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "abc5185fd465288f8b80fd413ab883a430e00ef2f73a0a59ffb72670b700b269"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "a2fcbf8948ddcf57ae60c5715a8d0abfff8ab50ca77a16cd72317c82cef92661"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "5b8c31e7d23eaf949ce6ac5c722ada11fc246a249700787ec064e85b019da44f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "9a8709bd0a0adb98a551ed471a7d5d708d50274874ce12a37891ba3ed17a4a0e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "ac20e153cb4865be90850bc5f30163f558d438e224d4ff02b04613ef3f5ecfbc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "6d50d190aa00dbf6c12070504644254591b0447e6b7ccc494e1cc1c854790f9b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "6cd40af3c47eac6a74e2a977be9298f7b9d1a28c31eaaa6aa0b61292185f56d8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "f8f63acaac230f2543ffdb6bdb9b2c85317ac1c77ab11deadc3415f9cfb1be77"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "e03549aa2175c5a28dd7f7504c5f5c34f534a47023fb0c052f0470b4d565307d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "b47eb4edee6001289d2b2969f4131c52e23527f8a00d4241e63e5ec51453641d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "d3fc66bccf61506062c036bb2722f951f705f9202c7fec0d1b682bad82033b8d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "4649d59832c5257767c0aea511430b48c86cc77eede90254c4b4300ab8b02322"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "3601c2853081cb872b9d065a7fee910a87340fda0e18e9b234bf16b0c90302e8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "34322bb2d95094f03ff3a099dfe9e4dc2d8aedcc07ab970a57bfb5efb5110390"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "144aa1098696879fdbebc5a25d6d5ef9a17e0fced6296ff03750064b16c9b6e3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "8947a6b8462e791c2399f70987f6582d92e052657d0835309d05a947c27b6589"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "2621cf168c01f39a0a47384f072f0575222240acacffb86268eec81f013899ee"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "603e8afe99bf60b238d7d186bd484f9e116f2b7dc066970023611f5c448af8fc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "e3b62183fe05d542353aa6cb3d01ac2231797b7e620f795ef2676fcec5059d11"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "4e71d272a639ade2e5b1adb59a718b63c665cff8c866c2a31009e776346b72d2"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "71ada6740b353505ed73c4141db8ce12cce497dbf6ea54a816d306d3d5806a6b"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "f0ed80acaad9c400c55a3d428c09cdd4f6e1303194c1bd846efed889f61bbd53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "60e3ad560f82e0b7c19ad1f69cbfe32c0268da92719becc70ed3b421b56a2fd4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "1432fef4821b882818fe7bd358fafb9f5e2d94ee1fc4e78979b38a8b3cf413a8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "079ae755599530d7b44152f4f5f0de5da67149a4ee26f6ca5dd7a349b97cf687"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log",
+    "bytes": 145,
+    "sha256": "121a1c1c37f9c55fc511aeb2fb1aeb8824081ed52f6a1bdb61c88f9f5d5e5f87"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log",
+    "bytes": 145,
+    "sha256": "e7e25b32a326ad42aa2d3b4d99d5798d018e3acbb2e1463ab96ee055fd3157f9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log",
+    "bytes": 145,
+    "sha256": "61a77f3f5afca95596c46fd6799a6aa875dd1ee460add0156ad930f870d92488"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log",
+    "bytes": 145,
+    "sha256": "f3a6a127518b00cd5adc904059c02c62c7392aec58baa20a7f5619284d16ed42"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log",
+    "bytes": 145,
+    "sha256": "f06783763383b4adb0df7e774d7c637fc14cb33ccfd0598c1cab89a1dbee74e1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log",
+    "bytes": 145,
+    "sha256": "ae0e6458960c451d86e6a1c1e458412be4f5aa676cb0de77b258013bc33dc720"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "5a7b6e68d68dc78cdbd2e5ca4b9052e66c065582e2cb89b4346b75768b1af026"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "963a0fc4bce7e6cbedb73b29c4acf06b952c685f97397051be8c708701a22f2d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "9123bdfaa807506791623390c7f716e15d3f9344fc227b6634a10ece7ade3d67"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "ae5e88e361f6fff3155f2c86160b8b548cf6da954ccfc8d91361986611b169fd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "a2f5ce2e80dff8ebbd068beafcd1c07e6ed5b75eb5e6d3b0a0f210587675122c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "41cf764ffbe91b10f311ce44916a793ca87808deaf0fed11bc0cf5b0021594ff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "d120e34e3155759349b4b6d4d21b4db746eea6a3525cee7e603ddf8c1f7c07d0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "d7aff71f4828f62b34b7a1848ee7263dcd726073df3d8e5e5f699f7f2e9b3e87"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "4ede21588ad43f133df09e576ab8133dcb5c921c2929001e37f34f6026e8e20a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "272f24eacc8deda45d023304bf40e3d74043b0f81ebc751ec70f0c77ee74948f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "cf9517247631ddbf438e6beff3401cd71b6bf371722e472b790cefbdc8f996a5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "ac3b26a2fefb692e7207d10f910d637dfa839d02029b54a3e8f90cc81e2f8e2c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "3a33785dbd1511dd4dea25a890fa49687148cd8250c8ca459695db21efd37696"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "5f75220a5a0155480d42b874cce8fa5bfaf4593bad9a73ffc5ff724149091b35"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "bfcc873a383f9e65710f3d10a963bf6a3d354d889435ab2c9a30405d33544968"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "d1a8c0dae92fbde6dc7263d8bd39149dbb7f22ca4f3a407595bdf1676fa297cc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "744dc23802efa75e1c6072b87a92c2ffb217336f982e960d264b24162f7b638a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "2791ef98d36c46f3f8800d8d1a45df62f68696a88ceef5d1f6bc1ba33bd77278"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "082addb6e6d8c6e49d5371ca87f89c18fc1de17fea75cf4b92470bba76ff5197"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "e17f39ded9b22feaf2451c64be1099640f6f306fbf48dee5e53bd1439e374e13"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "2f66b712ae60d2a7acdada1939256a2cb87f3a65617167e351bcca2155c943bd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "5c198670c208e5cf9d58ed4c067e582634a7751c490861419f95f99a3b1373de"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "fe4d67ea6e72d1af3d96452fe6a44ebac9a1114eeec045d3bf864a1814e86358"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "932792ba6504fad9760a2e0b5fc7084f77e14f38a4fa83bfcf2bd704195a4cff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "4f53db2a70bd576cd65bcc63237b4b03ed00133c920a52a19e07593657241d5d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "c280fb588a3239c9cd7bc9568b9b6d1ca4408e226f0956eec6010d4e6d3e8be8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "c79950b1cbaf2ed6314c0cf8b91b8535cdc95327c6c5bdf743f7e03c7c73e634"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "f43c661062dda7b4475c5fe720378f85160bafca0cf9601c4b38dbf3110cd905"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "d367cbdeaf70a2d8d8ea94244481fb5613b0a5b43cd277d56994e15e692a397f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "2a5db0538ca303f6f65662a89423ea12494ac7bc224f4c8eb000ccbd49beed77"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log",
+    "bytes": 144,
+    "sha256": "c1273e30315ffa537229f6994facc2ef9837f20ae480795d5ea2767114cb3ecc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log",
+    "bytes": 144,
+    "sha256": "cb7f0f250eb1a1eeeefee17fa9ee341aec0d5b935243284c00d4e72bb2e762ee"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log",
+    "bytes": 144,
+    "sha256": "ecc6ca8f10cb4e41bb790c5e1e0ad2fcecd31db4f7ce4476a3e1c9a41a954e55"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log",
+    "bytes": 144,
+    "sha256": "5c6b4a41bfeab269803bcb066b9bfa4a70a7aadbb767b11c1330007b6e2a2520"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log",
+    "bytes": 144,
+    "sha256": "e6c1d297b1a53b2beb9850ac696eef26e4bbffd4c9dd7ef576f64bb6e3109a43"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log",
+    "bytes": 144,
+    "sha256": "d41d768b67d33f148d9237bd0ed992d5b40460b1964e6d739184929a275004dc"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "1861ed032063e41fa262a5bb8be7e96ebc556a93e7baf206befe71473afc65e7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "404806ac2ef9654956fc044d5d9bbb1173171b8a73a7e024f0844d4075811f68"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "7eb396556c1606a32d1b23ccb69d5e05ed922ae222517c15054a78f778175f51"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "700af3826b842768931e45b718bfc19e46e15a164d86a375a624488ea32b2e66"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "195d6ce91a40d6bdab5ccf7c9a5f1451f5a6e729878044008f3574efc522409a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "62e80523a1625bb2dccf61ba71fc1bf450066d3c9fb242cf66d64a432a2bd6f4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "b3de1664fd9e3805e26cf84458de061e0f67d36c2358e8203d31e83274f39a61"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "4ce5296ecf6cfb8e440b26faf5e18d6555b86c0dca464d0efecf910a91debe56"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "e968a782cd4d9c637451558a0a89c515c838c47c1fc37b6196733d870706e261"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "4400577153dc98906b0397021830d48840b7899fdee4943fc4d24dca336ea960"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "55d0c0d88dd7efd554d67e2e342bd1837b272634d5e92722ceadca6582550097"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "c942b8e2b388a16a88a3664ca87cd5c20c28433d293156a9706d62fd8262b67a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "5df9244d99763e9bb2091e02bf884706845aec302d3417c6c5f3fbeaf17e1cf8"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "f59e06a1e33b1beff324579dddc1174e412318be93d71b1ef586e782f72ecfc3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "e7404ff1592e41e88db000ae03056cde5f69d968eebf529735071bd57cf1452d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "873b17ab5ede8630b29ece30d296fa6372564747d09eed12aec60e96073c4136"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "ba3dea8d6f87d134eb75685cd5a26b3918f70109578320efcdd05ad75b49d188"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "34aae7e2e228e51290d05d1a555abf0fcf0085fc0485ca412c7d65f5d84d73b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "6f67e8df221a0a96334e32a64eafa07e904c5eec3437d83984c5a5a12389b770"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "28b8e7fc8debc898fcc5bae6bee5e10aefa1a3d3166c0526572c87ec0359b015"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "7ce7d83f4a60005fb64a16b2c8d5b1e39df93dd34756e0e37b198cc9f72cd937"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "9f6f7144756c47f36cddee3a9f1078bc51d8a7b281b90f4d8e5f1c7910a28475"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "75b198b61ac076c38da16a97e81af4640e357c40e5e65afe9762a60c2a574c43"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "b81c6ff54668d2b4cee0b8dbc7b150348d55f7af91e5e386f56822eaabd2cdce"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "be2465dfab3868b95a81c10ac227d526b47e7b0d7fe6e0dc0a1efc816c479844"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "baa7e0668d5fda1ad3ba3fe8f9e1a2ade4be5f62f817c6bc080d20b3d0c9d0ae"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "20df165b3e66fc4d2f88aa5805ced3ba9fd4b00f5288d0be9671ca1ef586eae3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "64369c629a3623969944556568a3b8f69110affb6afe2a6dd5788b3a842858c7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "68ffc622e4c41f3a855f5bec5d0ab5e1c8353a79c527fd4670d705265bef6d2a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "bfca411bedd8e83a769aafe257400e7bd387ba5861dd5d34678f333d66daac24"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log",
+    "bytes": 153,
+    "sha256": "01242e37e6a13ddd767371443b4c37bbd95fdb476d0d09ec6329ce79f2a7351c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log",
+    "bytes": 153,
+    "sha256": "2f5eb231ebd3088815d73fee11cd30693bbd07f0fa11b2464e3d0e7cb2cd8c4c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log",
+    "bytes": 153,
+    "sha256": "563e6419c18e3b7eafa76d1b23640bf6f1cfcbd5de88376bd2fa7ea164e81a73"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log",
+    "bytes": 153,
+    "sha256": "d82d4b716b8779b26f1c72b126aad243f53ad949d7774ce775610e4ca491c5e0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log",
+    "bytes": 153,
+    "sha256": "cad9033fe84b96e43ad520ed4fe6516727ad28d30967afb398ca3f21723f3016"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log",
+    "bytes": 153,
+    "sha256": "a70370125c4e5a6e7dc3e485d33c70bfc9060a1cd45359aae7a8a91c419d86d5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "28812e9e2b2ddf176af7c06be89e9776107285674fd72a19394591003e8bc7ef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "7824e32b1a3403c2faa964845ded4330ae5fa3e3ec6c145de7e64dfc62827ea3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "955e38aec7331e2644e75cfd88a17ddab75f6e1ef211ff330570d39c995d276f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "631d63e12dfd3bae2987e62408be4fa97fba314ab9c6a7546292dd9e569566d3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "ea8dbaa254f4d696f4464cb4aecc6205caa6ab2c7d3d78107cbc56df114ee4a7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "3bd114b68fc7dc84753548de592f29aacafd5cbf544d6900791ca78c0b4c8be3"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "16927a8c25669bd11ce6ee47d7af5e8b41414d2a6ac95199c7b7a55f1125666a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "f0698ac7eaf7ad4e1868e4e94c4baa64aa27b55816686c222a23c97eaedcf615"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "fcc8fd2c09ed72eb934981ce8eaee4cf0e28b76d68674ee83acff03d961c3c6d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "a07c386f30fcd36fd51589e71a38368f00abd48322059449cc4d48f86449520e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "cc24b04e0a8a2ff80f13ea9b811e4d32bf1e97c28e0bb8755ee19ef941f07323"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "61a96ad8bdf44d1f2a3bd6029bb7defdfb34e9ff1bd4d15968f6527b3e13f596"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "dfdc1d0eeb4b2d0848197c639a3993157fa3a65c2ee9916abff2088e8f284364"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "9978edb48800921bcf7ed6fdbf4bf21dfc8a399cb0ca98d2d9236a01e7396c46"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "c1b4cb66ddaa58676ab890777f078cd7e265677ca011324e216d5e539c3a6614"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "f34c898f76a2f49080da8c51f84742fdc1f00127d20edc38835d53a5c0e01577"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "a731c3a606bebe2230daf4b7cd09a61db3f97b2058d8378ee6e1e2d280275a7c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "9b255188594b9135071b5aa24efa8b147a6ba99d7d8453c9ada099a72e93ec5d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "3d12d53201dd779f5c90967a04f8c0f8db7a26a08be94d88e679154ea79c8721"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "6701b0ae8d7d5a265ca764bf7d8649e4b21c9e5c0273b8fba34dfd284590236d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "d7063baf4a0fd2ff6a9124350bd85cb8b84d0bdbea7f0983d69de7b925684d79"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "9b502c492c90ef218888c1e10ca59421d2d03fae1f3a4213f2b5a91c8a980805"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "6010950d55f795524fe77e3e9901903326c6261b2ca610e1917b4c91c2082b4c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "8bb5af25b07812cc25f057c9701d0feadacd84bc0b3d53ff057452a594422fbb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "8521293a70118fd8897a11ecf3018ae55f312c9096990a1f22498e60085b152e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "9f76cda32809f21cca13845a45b12ace76f2e2819aa2918f57d3a8e65310041e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "81ab41b57b4a0ce1bd68bd6a9ff224400462938540cef6f43fb734237f56c398"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "eeb718dbd45c8616c4d5153356df37f715b1c03d4f9301fbedaa490d8721838d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "3a8b255b60643ede5f50fe37c2c5ea57ac15cc02c4d482d05961b19611e4696d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "2f0e5d4d09fd3f3cde7477eebed65873676bbd3649060698593374f9adc30bcb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log",
+    "bytes": 152,
+    "sha256": "df8a954d41f18451a54a9e2621a3236b66c63b18bd16b471050c0c9fc0b35c74"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log",
+    "bytes": 152,
+    "sha256": "22b857f01d8aa1bde039ccf6f00ce5487abfc4b644a25f66a498a755cd2ba86c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log",
+    "bytes": 152,
+    "sha256": "a136bbc7f6a05c7fda847028af6fe3cda2c438ae06a59d33508510840165327e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log",
+    "bytes": 152,
+    "sha256": "a324ad478043986bebd4a4e3e25674b77ffd89edd642c17c771e532464bc1603"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log",
+    "bytes": 152,
+    "sha256": "dec9b38a9f7ba898c2f0e4744e8a1ac7f7cf96824d5e97a25b1063b33c7a2800"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log",
+    "copy": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log",
+    "bytes": 152,
+    "sha256": "a86beb9b26c56f9f5943eb014b84bce2d06f370aa5e9e39ce405e08cfb0139d1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+    "bytes": 1364,
+    "sha256": "d773a699fe9db591b128ec4d026d5c50c983698a251f2e1c99eea1d6a655054a"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+    "bytes": 1353,
+    "sha256": "a7d9a879f730ffdc1b7e0b5d3dc09eaccf0f6375e2d284ce18dde893031506ff"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "copy": "evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+    "bytes": 1412,
+    "sha256": "68eb5ff39918c795c4cfbd2e0bca760b4186d871d057b7fd69c35ab3c465ad74"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "copy": "evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+    "bytes": 1401,
+    "sha256": "5aee1700123bed846f5dc181720ddfd5c54aa67155270982763216029513880d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json",
+    "bytes": 721,
+    "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json",
+    "bytes": 1415,
+    "sha256": "d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json",
+    "bytes": 2104,
+    "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log",
+    "bytes": 0,
+    "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json",
+    "bytes": 2329,
+    "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json",
+    "bytes": 9617,
+    "sha256": "b34114d7a04f81e8a4013d8150ddba7dae2b29e6ead64d78af8a598bf458dab4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json",
+    "bytes": 473,
+    "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json",
+    "bytes": 9627,
+    "sha256": "8d0da00b85fbac49df9888b03a1e0bf23da99c8e6d916a1548aefc3a57a7eda9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json",
+    "bytes": 4041,
+    "sha256": "9491589532b60bbb131459174f5d0addd20f63cf079b39895ad67012b386239e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json",
+    "bytes": 1797,
+    "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json",
+    "bytes": 546,
+    "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json",
+    "bytes": 533,
+    "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv",
+    "bytes": 1757,
+    "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json",
+    "bytes": 450,
+    "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json",
+    "bytes": 1730,
+    "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json",
+    "bytes": 2173,
+    "sha256": "89186c151d565cfbe568f0083658b7a5bfed65ca7468ecac7d8cc2e0fc4b8e9d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json",
+    "bytes": 721,
+    "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json",
+    "bytes": 1416,
+    "sha256": "251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json",
+    "bytes": 2104,
+    "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log",
+    "bytes": 0,
+    "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json",
+    "bytes": 2329,
+    "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json",
+    "bytes": 9617,
+    "sha256": "96df12a028d99daf697de3b04a40af8a9e2e37153da34460ba8de66644822eb6"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json",
+    "bytes": 473,
+    "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json",
+    "bytes": 9627,
+    "sha256": "d4f2419be9442bd79963254ff7e5bb77f16be9f83cc5df918dac9287b5fe259e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json",
+    "bytes": 4035,
+    "sha256": "62ff6072a0db38c03f733afa57dc46a71358bb27bf02b877a87d754cca5b92bb"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json",
+    "bytes": 1797,
+    "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json",
+    "bytes": 546,
+    "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json",
+    "bytes": 533,
+    "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv",
+    "bytes": 1883,
+    "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json",
+    "bytes": 450,
+    "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json",
+    "bytes": 1730,
+    "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json",
+    "copy": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json",
+    "bytes": 2172,
+    "sha256": "dc80c2a5ad1f5cdae92e93f7124ebfb8a38af45324d3c00203dabeb44d3cf6b5"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json",
+    "bytes": 721,
+    "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json",
+    "bytes": 1416,
+    "sha256": "ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json",
+    "bytes": 2104,
+    "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log",
+    "bytes": 0,
+    "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json",
+    "bytes": 2329,
+    "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json",
+    "bytes": 9617,
+    "sha256": "b8eaac9da077c9bee1edaa20911e16df26b7acf480d090ebcab5a4de841a5e88"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json",
+    "bytes": 473,
+    "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json",
+    "bytes": 9627,
+    "sha256": "5d8f88ee826ef06c625007e6d563e7f2be0ef95fa1fa61782f7ecf827a987b75"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json",
+    "bytes": 4055,
+    "sha256": "a9b6bb54fd3cc904d7e56c6ab2e49f607432966623c6ba47a3939e8d7e401920"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json",
+    "bytes": 1797,
+    "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json",
+    "bytes": 546,
+    "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json",
+    "bytes": 533,
+    "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv",
+    "bytes": 1754,
+    "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json",
+    "bytes": 450,
+    "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json",
+    "bytes": 1730,
+    "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json",
+    "bytes": 2176,
+    "sha256": "ea1db106544f41d49e9a07449670f4227b4f93d3eeb8b2de2befa4b68d287ae1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json",
+    "bytes": 721,
+    "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json",
+    "bytes": 1416,
+    "sha256": "c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json",
+    "bytes": 2104,
+    "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log",
+    "bytes": 0,
+    "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json",
+    "bytes": 2329,
+    "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json",
+    "bytes": 9617,
+    "sha256": "87a4603d9b167cf867799d5984293ffb07cf37328f602ac1c2a0b65b0f252595"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json",
+    "bytes": 473,
+    "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json",
+    "bytes": 9627,
+    "sha256": "6aea7fc4577e52397f592681799eaf352cb85f855fca66d6e31b7ff98b00b155"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json",
+    "bytes": 4053,
+    "sha256": "b6b911de48231528ec16cb87396b297d9b2beeec2fd54c2a4d6717704f706659"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json",
+    "bytes": 1797,
+    "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json",
+    "bytes": 546,
+    "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json",
+    "bytes": 533,
+    "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv",
+    "bytes": 1803,
+    "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json",
+    "bytes": 450,
+    "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json",
+    "bytes": 1730,
+    "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json",
+    "copy": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json",
+    "bytes": 2175,
+    "sha256": "3050f437019a9e0c44bb5cee4984b8d7872e45b82f4fec8e9f7ee4a0b31fdffd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/control-cases.json",
+    "copy": "evidence/protocol/control-cases.json",
+    "bytes": 598,
+    "sha256": "131e55983407aa396f5064cf45c0e8baed3d6d366862ed9051e6ba7186cd6247"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/encoder-audit.json",
+    "copy": "evidence/protocol/encoder-audit.json",
+    "bytes": 2858,
+    "sha256": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/encoder-control.json",
+    "copy": "evidence/protocol/encoder-control.json",
+    "bytes": 21026,
+    "sha256": "f29ad88ed30252b0bea28ad181b1ecc5d08eb4ace4ab9eafc7735b25b00ab3e7"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/prepared-hashes.json",
+    "copy": "evidence/protocol/prepared-hashes.json",
+    "bytes": 73427,
+    "sha256": "490100d204c2e202ec07739c41ab2fb2f8518576c30caafa39dd9d6832923d32"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/preregistered.json",
+    "copy": "evidence/protocol/preregistered.json",
+    "bytes": 13568,
+    "sha256": "c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/protocol/validation-cases.json",
+    "copy": "evidence/protocol/validation-cases.json",
+    "bytes": 49395,
+    "sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/regression/frozen-five.json",
+    "copy": "evidence/regression/frozen-five.json",
+    "bytes": 7144,
+    "sha256": "020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/regression/old-integrity-after.json",
+    "copy": "evidence/regression/old-integrity-after.json",
+    "bytes": 7214,
+    "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/regression/old-integrity-before.json",
+    "copy": "evidence/regression/old-integrity-before.json",
+    "bytes": 7214,
+    "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/regression/unit-tests.json",
+    "copy": "evidence/regression/unit-tests.json",
+    "bytes": 385,
+    "sha256": "7885403c63f83337e9034e40145f0633908f7d4c979c82439d3b22a98b122a70"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/regression/unit-tests.log",
+    "copy": "evidence/regression/unit-tests.log",
+    "bytes": 4732,
+    "sha256": "5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/novel_to_aj/matched_energy.json",
+    "copy": "evidence/validation/novel_to_aj/matched_energy.json",
+    "bytes": 5738,
+    "sha256": "6dae5ea395cb39baa6a9a07341dbedeff39229df0ace28b6bbeb1bc54737e6ea"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/novel_to_aj/physiological.json",
+    "copy": "evidence/validation/novel_to_aj/physiological.json",
+    "bytes": 5736,
+    "sha256": "8c59252c983cfc76dfe40d7c4c5f2ba3322058cc40bf1e7fc46b97fd0a3ee2bd"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/novel_to_aj/summary.json",
+    "copy": "evidence/validation/novel_to_aj/summary.json",
+    "bytes": 217177,
+    "sha256": "e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/seed_validation/matched_energy.json",
+    "copy": "evidence/validation/seed_validation/matched_energy.json",
+    "bytes": 5740,
+    "sha256": "1c3c7bd834484f30848edf181268f511b45fd5c92de007806e9e3ccb6245854f"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/seed_validation/physiological.json",
+    "copy": "evidence/validation/seed_validation/physiological.json",
+    "bytes": 5727,
+    "sha256": "9fb3919c060583913c8d565747cd9caaef76a490408bd115129c2ab098ba7526"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/validation/seed_validation/summary.json",
+    "copy": "evidence/validation/seed_validation/summary.json",
+    "bytes": 219215,
+    "sha256": "5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/manifest.json",
+    "copy": "evidence/manifest.json",
+    "bytes": 627218,
+    "sha256": "25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d"
+  },
+  {
+    "source": "experiments/phase4ak-apl-timing-validation/checksums.sha256",
+    "copy": "evidence/checksums.sha256",
+    "bytes": 428007,
+    "sha256": "65c9ee6e90a49fd22282a977d3770a07567c47f4303e12359239dd9c77246af2"
+  },
+  {
+    "source": "models/male-cns-lif/apl-timing-validation-v1/manifest.json",
+    "copy": "model/manifest.json",
+    "bytes": 2655,
+    "sha256": "3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb"
+  },
+  {
+    "source": "models/male-cns-lif/apl-timing-validation-v1/checksums.sha256",
+    "copy": "model/checksums.sha256",
+    "bytes": 1468,
+    "sha256": "0a0cc604736c6ac6040f9ad05b36399ca7f99bb6d2dfe2ae9ba5877da7fa5502"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/REPORT.md b/registry/phase4ak-apl-timing-validation/evidence/REPORT.md
new file mode 100644
index 0000000..84d0962
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/REPORT.md
@@ -0,0 +1,14 @@
+# Phase 4AK — frozen D18 independent validation
+
+Status: `PASS-FROZEN-D18-INDEPENDENT-VALIDATION`.
+
+Numerical gate: True. Seed-validation pass: True. Novel-to-AJ pass: True.
+Novel dynamics executed: True. Unauthorized unlock: False.
+Both cohorts and all requested inputs were locked before trajectories; no tuning or gate changes.
+Original sealed AJ runtime functions are used unchanged, including 1,212 unreplaced non-KC APL fast edges.
+The second six odors were not used for AG/AJ calibration; old 4L had simulated the full panel.
+Static seed audit is bounded, not proof of universally unused or statistically independent RNG streams.
+Brian LIF/FIFO is independent; APL arithmetic is intentionally shared and separately component-audited.
+Old frozen integrity: True. Five old reference trials: True.
+No learning, plasticity update, candidate, game, decoder, RL or Web. This is not completion of the learning goal.
+Next gate: Credit specificity and real KC-to-MBON functional transfer before conditioning
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..b38ba33
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
@@ -0,0 +1,256 @@
+{
+  "accepted_arriving_edges": 13337480,
+  "accepted_requests": 79,
+  "active_neurons": 6997,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "arriving_edges": 14503540,
+  "biological_delay_measurement_claimed": false,
+  "case": "novel_to_aj-matched_energy-00-s1073741825",
+  "case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "cpu.accepted_spikes_rejected_absent": true,
+    "cpu.actual_author_coefficients_exact": true,
+    "cpu.actual_component_bundle_bytes": true,
+    "cpu.all_ref_hashes_from_actual_events": true,
+    "cpu.apl_fast_edge_count": true,
+    "cpu.apl_positive_applied": true,
+    "cpu.apl_positive_drive": true,
+    "cpu.apl_positive_inhibition": true,
+    "cpu.apl_positive_state": true,
+    "cpu.apl_precision": true,
+    "cpu.bundle_hashes": true,
+    "cpu.case_name": true,
+    "cpu.coefficient_input_hash": true,
+    "cpu.component_dimensions_clock": true,
+    "cpu.component_precision_environment": true,
+    "cpu.count_nonnegative_total": true,
+    "cpu.delay_summary": true,
+    "cpu.delayed_all_edges_count": true,
+    "cpu.effective_weights_independent_bytes": true,
+    "cpu.effective_weights_raw_sha": true,
+    "cpu.events_per_neuron_counts": true,
+    "cpu.events_sorted_unique": true,
+    "cpu.final_apl_state_metadata": true,
+    "cpu.finite_sequence_row_conservation": true,
+    "cpu.fixed_delay_applied.bitwise_exact": true,
+    "cpu.fixed_delay_applied.finite": true,
+    "cpu.fixed_delay_applied.schema": true,
+    "cpu.fixed_delay_pending.bitwise_exact": true,
+    "cpu.fixed_delay_pending.finite": true,
+    "cpu.fixed_delay_pending.schema": true,
+    "cpu.frozen_apl_constants": true,
+    "cpu.graph_hashes": true,
+    "cpu.history_mode": true,
+    "cpu.kc_target_count": true,
+    "cpu.last_hash_g": true,
+    "cpu.last_hash_ref": true,
+    "cpu.last_hash_v": true,
+    "cpu.mask_provenance": true,
+    "cpu.no_candidate_trace_input": true,
+    "cpu.no_dense_g": true,
+    "cpu.no_dense_ref": true,
+    "cpu.no_dense_v": true,
+    "cpu.no_error_marker": true,
+    "cpu.no_extra_brain_or_apl_ticks": true,
+    "cpu.pending_hash_metadata": true,
+    "cpu.pending_shape_metadata": true,
+    "cpu.pending_summary_counts": true,
+    "cpu.pinned_environment": true,
+    "cpu.queue_observer_coverage": true,
+    "cpu.read_actual_case": true,
+    "cpu.ref_range": true,
+    "cpu.reported_events": true,
+    "cpu.request_refractory_gate": true,
+    "cpu.request_summary": true,
+    "cpu.requests_match_frozen_input": true,
+    "cpu.sidecar_complete": true,
+    "cpu.summary_complete": true,
+    "cpu.timing_finite_nonnegative": true,
+    "cpu.timing_integer_metadata": true,
+    "cpu.timing_summary_metadata": true,
+    "cpu.worker_source_hash": true,
+    "gpu.accepted_spikes_rejected_absent": true,
+    "gpu.actual_component_bundle_bytes": true,
+    "gpu.all_ref_hashes_from_actual_events": true,
+    "gpu.apl_fast_edge_count": true,
+    "gpu.apl_positive_applied": true,
+    "gpu.apl_positive_drive": true,
+    "gpu.apl_positive_inhibition": true,
+    "gpu.apl_positive_state": true,
+    "gpu.apl_precision": true,
+    "gpu.case_name": true,
+    "gpu.component_dimensions_clock": true,
+    "gpu.component_precision_environment": true,
+    "gpu.component_summary_consistent": true,
+    "gpu.count_nonnegative_total": true,
+    "gpu.delay_summary": true,
+    "gpu.delayed_all_edges_count": true,
+    "gpu.effective_weights_raw_sha": true,
+    "gpu.events_per_neuron_counts": true,
+    "gpu.events_sorted_unique": true,
+    "gpu.final_apl_state_metadata": true,
+    "gpu.finite_sequence_row_conservation": true,
+    "gpu.fixed_delay_applied.bitwise_exact": true,
+    "gpu.fixed_delay_applied.finite": true,
+    "gpu.fixed_delay_applied.schema": true,
+    "gpu.fixed_delay_pending.bitwise_exact": true,
+    "gpu.fixed_delay_pending.finite": true,
+    "gpu.fixed_delay_pending.schema": true,
+    "gpu.frozen_apl_constants": true,
+    "gpu.history_mode": true,
+    "gpu.input_hashes": true,
+    "gpu.kc_target_count": true,
+    "gpu.last_hash_g": true,
+    "gpu.last_hash_ref": true,
+    "gpu.last_hash_v": true,
+    "gpu.no_dense_g": true,
+    "gpu.no_dense_ref": true,
+    "gpu.no_dense_v": true,
+    "gpu.no_error_marker": true,
+    "gpu.no_extra_brain_or_apl_ticks": true,
+    "gpu.pending_hash_metadata": true,
+    "gpu.pending_shape_metadata": true,
+    "gpu.pending_summary_counts": true,
+    "gpu.ref_range": true,
+    "gpu.reported_events": true,
+    "gpu.request_refractory_gate": true,
+    "gpu.request_summary": true,
+    "gpu.requests_match_frozen_input": true,
+    "gpu.summary_complete": true,
+    "gpu.timing_finite_nonnegative": true,
+    "gpu.timing_integer_metadata": true,
+    "gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true
+  },
+  "component_environment": {
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "cudnn": 92400,
+    "cudnn_allow_tf32": true,
+    "cudnn_benchmark": false,
+    "cudnn_deterministic": false,
+    "deterministic_algorithms": false,
+    "device_capability": [
+      8,
+      9
+    ],
+    "device_index": 0,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "float32_matmul_precision": "highest",
+    "numpy": "2.2.6",
+    "precision_configuration_changed_by_component": false,
+    "torch": "2.14.0+cu130"
+  },
+  "cpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825",
+  "cross_delay_closed_loop_integrals_claimed_equal": false,
+  "differences": {},
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json": "d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json": "9491589532b60bbb131459174f5d0addd20f63cf079b39895ad67012b386239e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue.jsonl": "102e549d18bc7a421dc1500c7436bf7abee361e1e2bedaad50b9546d2aa56167",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json": "89186c151d565cfbe568f0083658b7a5bfed65ca7468ecac7d8cc2e0fc4b8e9d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-state-hashes.jsonl": "a92a4ca83752275c8118911d8d2c8543df4bc4e45d8e08151f3bf5964dc3b8cf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/weights.npy": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+  },
+  "failed_checks": [],
+  "finite_generated_sequence_accounting_only": true,
+  "gpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0",
+  "independent_CPU_all_components_claim": false,
+  "kind": "shared-APL-component closed-loop byte-exact comparison",
+  "limits": [
+    "APL Torch primitives are shared; original AST component validation is a separate required gate.",
+    "Small cases preserve and independently hash all pre/post states; full cases compare all-tick instrumented state hashes without saving dense whole-brain histories.",
+    "For full cases intermediate finite checks are performed by the instrumented backends; this file independently inspects final states and all APL traces.",
+    "Fixed-delay checks conserve this run's finite generated sample sequence, including pending initial zeros; no tail brain advancement or equality of different closed-loop branches is claimed.",
+    "This is exact agreement for the declared trajectory, not physiological validity or learning."
+  ],
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "rejected_requests": 30,
+  "requested": 109,
+  "scientific_apl_delay_fields_compared": true,
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29962
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
new file mode 100644
index 0000000..820eaa3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
@@ -0,0 +1,256 @@
+{
+  "accepted_arriving_edges": 13247530,
+  "accepted_requests": 80,
+  "active_neurons": 6974,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "arriving_edges": 14410892,
+  "biological_delay_measurement_claimed": false,
+  "case": "novel_to_aj-physiological-00-s1073741825",
+  "case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "cpu.accepted_spikes_rejected_absent": true,
+    "cpu.actual_author_coefficients_exact": true,
+    "cpu.actual_component_bundle_bytes": true,
+    "cpu.all_ref_hashes_from_actual_events": true,
+    "cpu.apl_fast_edge_count": true,
+    "cpu.apl_positive_applied": true,
+    "cpu.apl_positive_drive": true,
+    "cpu.apl_positive_inhibition": true,
+    "cpu.apl_positive_state": true,
+    "cpu.apl_precision": true,
+    "cpu.bundle_hashes": true,
+    "cpu.case_name": true,
+    "cpu.coefficient_input_hash": true,
+    "cpu.component_dimensions_clock": true,
+    "cpu.component_precision_environment": true,
+    "cpu.count_nonnegative_total": true,
+    "cpu.delay_summary": true,
+    "cpu.delayed_all_edges_count": true,
+    "cpu.effective_weights_independent_bytes": true,
+    "cpu.effective_weights_raw_sha": true,
+    "cpu.events_per_neuron_counts": true,
+    "cpu.events_sorted_unique": true,
+    "cpu.final_apl_state_metadata": true,
+    "cpu.finite_sequence_row_conservation": true,
+    "cpu.fixed_delay_applied.bitwise_exact": true,
+    "cpu.fixed_delay_applied.finite": true,
+    "cpu.fixed_delay_applied.schema": true,
+    "cpu.fixed_delay_pending.bitwise_exact": true,
+    "cpu.fixed_delay_pending.finite": true,
+    "cpu.fixed_delay_pending.schema": true,
+    "cpu.frozen_apl_constants": true,
+    "cpu.graph_hashes": true,
+    "cpu.history_mode": true,
+    "cpu.kc_target_count": true,
+    "cpu.last_hash_g": true,
+    "cpu.last_hash_ref": true,
+    "cpu.last_hash_v": true,
+    "cpu.mask_provenance": true,
+    "cpu.no_candidate_trace_input": true,
+    "cpu.no_dense_g": true,
+    "cpu.no_dense_ref": true,
+    "cpu.no_dense_v": true,
+    "cpu.no_error_marker": true,
+    "cpu.no_extra_brain_or_apl_ticks": true,
+    "cpu.pending_hash_metadata": true,
+    "cpu.pending_shape_metadata": true,
+    "cpu.pending_summary_counts": true,
+    "cpu.pinned_environment": true,
+    "cpu.queue_observer_coverage": true,
+    "cpu.read_actual_case": true,
+    "cpu.ref_range": true,
+    "cpu.reported_events": true,
+    "cpu.request_refractory_gate": true,
+    "cpu.request_summary": true,
+    "cpu.requests_match_frozen_input": true,
+    "cpu.sidecar_complete": true,
+    "cpu.summary_complete": true,
+    "cpu.timing_finite_nonnegative": true,
+    "cpu.timing_integer_metadata": true,
+    "cpu.timing_summary_metadata": true,
+    "cpu.worker_source_hash": true,
+    "gpu.accepted_spikes_rejected_absent": true,
+    "gpu.actual_component_bundle_bytes": true,
+    "gpu.all_ref_hashes_from_actual_events": true,
+    "gpu.apl_fast_edge_count": true,
+    "gpu.apl_positive_applied": true,
+    "gpu.apl_positive_drive": true,
+    "gpu.apl_positive_inhibition": true,
+    "gpu.apl_positive_state": true,
+    "gpu.apl_precision": true,
+    "gpu.case_name": true,
+    "gpu.component_dimensions_clock": true,
+    "gpu.component_precision_environment": true,
+    "gpu.component_summary_consistent": true,
+    "gpu.count_nonnegative_total": true,
+    "gpu.delay_summary": true,
+    "gpu.delayed_all_edges_count": true,
+    "gpu.effective_weights_raw_sha": true,
+    "gpu.events_per_neuron_counts": true,
+    "gpu.events_sorted_unique": true,
+    "gpu.final_apl_state_metadata": true,
+    "gpu.finite_sequence_row_conservation": true,
+    "gpu.fixed_delay_applied.bitwise_exact": true,
+    "gpu.fixed_delay_applied.finite": true,
+    "gpu.fixed_delay_applied.schema": true,
+    "gpu.fixed_delay_pending.bitwise_exact": true,
+    "gpu.fixed_delay_pending.finite": true,
+    "gpu.fixed_delay_pending.schema": true,
+    "gpu.frozen_apl_constants": true,
+    "gpu.history_mode": true,
+    "gpu.input_hashes": true,
+    "gpu.kc_target_count": true,
+    "gpu.last_hash_g": true,
+    "gpu.last_hash_ref": true,
+    "gpu.last_hash_v": true,
+    "gpu.no_dense_g": true,
+    "gpu.no_dense_ref": true,
+    "gpu.no_dense_v": true,
+    "gpu.no_error_marker": true,
+    "gpu.no_extra_brain_or_apl_ticks": true,
+    "gpu.pending_hash_metadata": true,
+    "gpu.pending_shape_metadata": true,
+    "gpu.pending_summary_counts": true,
+    "gpu.ref_range": true,
+    "gpu.reported_events": true,
+    "gpu.request_refractory_gate": true,
+    "gpu.request_summary": true,
+    "gpu.requests_match_frozen_input": true,
+    "gpu.summary_complete": true,
+    "gpu.timing_finite_nonnegative": true,
+    "gpu.timing_integer_metadata": true,
+    "gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true
+  },
+  "component_environment": {
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "cudnn": 92400,
+    "cudnn_allow_tf32": true,
+    "cudnn_benchmark": false,
+    "cudnn_deterministic": false,
+    "deterministic_algorithms": false,
+    "device_capability": [
+      8,
+      9
+    ],
+    "device_index": 0,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "float32_matmul_precision": "highest",
+    "numpy": "2.2.6",
+    "precision_configuration_changed_by_component": false,
+    "torch": "2.14.0+cu130"
+  },
+  "cpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825",
+  "cross_delay_closed_loop_integrals_claimed_equal": false,
+  "differences": {},
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json": "251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json": "62ff6072a0db38c03f733afa57dc46a71358bb27bf02b877a87d754cca5b92bb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue.jsonl": "894ab50fa8a60ebe4ccf54c46b7778488b83605bb08c9dcb438981f9901c0a0c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json": "dc80c2a5ad1f5cdae92e93f7124ebfb8a38af45324d3c00203dabeb44d3cf6b5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-state-hashes.jsonl": "166a663b84ff3281babc50b7ebd7d356f6de1eed734b72abfd545b785b9a063c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/weights.npy": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+  },
+  "failed_checks": [],
+  "finite_generated_sequence_accounting_only": true,
+  "gpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0",
+  "independent_CPU_all_components_claim": false,
+  "kind": "shared-APL-component closed-loop byte-exact comparison",
+  "limits": [
+    "APL Torch primitives are shared; original AST component validation is a separate required gate.",
+    "Small cases preserve and independently hash all pre/post states; full cases compare all-tick instrumented state hashes without saving dense whole-brain histories.",
+    "For full cases intermediate finite checks are performed by the instrumented backends; this file independently inspects final states and all APL traces.",
+    "Fixed-delay checks conserve this run's finite generated sample sequence, including pending initial zeros; no tail brain advancement or equality of different closed-loop branches is claimed.",
+    "This is exact agreement for the declared trajectory, not physiological validity or learning."
+  ],
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "rejected_requests": 37,
+  "requested": 117,
+  "scientific_apl_delay_fields_compared": true,
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29986
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..d85584d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json
@@ -0,0 +1,256 @@
+{
+  "accepted_arriving_edges": 13825273,
+  "accepted_requests": 78,
+  "active_neurons": 7171,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "arriving_edges": 15029855,
+  "biological_delay_measurement_claimed": false,
+  "case": "seed_validation-matched_energy-00-s1073741825",
+  "case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "cpu.accepted_spikes_rejected_absent": true,
+    "cpu.actual_author_coefficients_exact": true,
+    "cpu.actual_component_bundle_bytes": true,
+    "cpu.all_ref_hashes_from_actual_events": true,
+    "cpu.apl_fast_edge_count": true,
+    "cpu.apl_positive_applied": true,
+    "cpu.apl_positive_drive": true,
+    "cpu.apl_positive_inhibition": true,
+    "cpu.apl_positive_state": true,
+    "cpu.apl_precision": true,
+    "cpu.bundle_hashes": true,
+    "cpu.case_name": true,
+    "cpu.coefficient_input_hash": true,
+    "cpu.component_dimensions_clock": true,
+    "cpu.component_precision_environment": true,
+    "cpu.count_nonnegative_total": true,
+    "cpu.delay_summary": true,
+    "cpu.delayed_all_edges_count": true,
+    "cpu.effective_weights_independent_bytes": true,
+    "cpu.effective_weights_raw_sha": true,
+    "cpu.events_per_neuron_counts": true,
+    "cpu.events_sorted_unique": true,
+    "cpu.final_apl_state_metadata": true,
+    "cpu.finite_sequence_row_conservation": true,
+    "cpu.fixed_delay_applied.bitwise_exact": true,
+    "cpu.fixed_delay_applied.finite": true,
+    "cpu.fixed_delay_applied.schema": true,
+    "cpu.fixed_delay_pending.bitwise_exact": true,
+    "cpu.fixed_delay_pending.finite": true,
+    "cpu.fixed_delay_pending.schema": true,
+    "cpu.frozen_apl_constants": true,
+    "cpu.graph_hashes": true,
+    "cpu.history_mode": true,
+    "cpu.kc_target_count": true,
+    "cpu.last_hash_g": true,
+    "cpu.last_hash_ref": true,
+    "cpu.last_hash_v": true,
+    "cpu.mask_provenance": true,
+    "cpu.no_candidate_trace_input": true,
+    "cpu.no_dense_g": true,
+    "cpu.no_dense_ref": true,
+    "cpu.no_dense_v": true,
+    "cpu.no_error_marker": true,
+    "cpu.no_extra_brain_or_apl_ticks": true,
+    "cpu.pending_hash_metadata": true,
+    "cpu.pending_shape_metadata": true,
+    "cpu.pending_summary_counts": true,
+    "cpu.pinned_environment": true,
+    "cpu.queue_observer_coverage": true,
+    "cpu.read_actual_case": true,
+    "cpu.ref_range": true,
+    "cpu.reported_events": true,
+    "cpu.request_refractory_gate": true,
+    "cpu.request_summary": true,
+    "cpu.requests_match_frozen_input": true,
+    "cpu.sidecar_complete": true,
+    "cpu.summary_complete": true,
+    "cpu.timing_finite_nonnegative": true,
+    "cpu.timing_integer_metadata": true,
+    "cpu.timing_summary_metadata": true,
+    "cpu.worker_source_hash": true,
+    "gpu.accepted_spikes_rejected_absent": true,
+    "gpu.actual_component_bundle_bytes": true,
+    "gpu.all_ref_hashes_from_actual_events": true,
+    "gpu.apl_fast_edge_count": true,
+    "gpu.apl_positive_applied": true,
+    "gpu.apl_positive_drive": true,
+    "gpu.apl_positive_inhibition": true,
+    "gpu.apl_positive_state": true,
+    "gpu.apl_precision": true,
+    "gpu.case_name": true,
+    "gpu.component_dimensions_clock": true,
+    "gpu.component_precision_environment": true,
+    "gpu.component_summary_consistent": true,
+    "gpu.count_nonnegative_total": true,
+    "gpu.delay_summary": true,
+    "gpu.delayed_all_edges_count": true,
+    "gpu.effective_weights_raw_sha": true,
+    "gpu.events_per_neuron_counts": true,
+    "gpu.events_sorted_unique": true,
+    "gpu.final_apl_state_metadata": true,
+    "gpu.finite_sequence_row_conservation": true,
+    "gpu.fixed_delay_applied.bitwise_exact": true,
+    "gpu.fixed_delay_applied.finite": true,
+    "gpu.fixed_delay_applied.schema": true,
+    "gpu.fixed_delay_pending.bitwise_exact": true,
+    "gpu.fixed_delay_pending.finite": true,
+    "gpu.fixed_delay_pending.schema": true,
+    "gpu.frozen_apl_constants": true,
+    "gpu.history_mode": true,
+    "gpu.input_hashes": true,
+    "gpu.kc_target_count": true,
+    "gpu.last_hash_g": true,
+    "gpu.last_hash_ref": true,
+    "gpu.last_hash_v": true,
+    "gpu.no_dense_g": true,
+    "gpu.no_dense_ref": true,
+    "gpu.no_dense_v": true,
+    "gpu.no_error_marker": true,
+    "gpu.no_extra_brain_or_apl_ticks": true,
+    "gpu.pending_hash_metadata": true,
+    "gpu.pending_shape_metadata": true,
+    "gpu.pending_summary_counts": true,
+    "gpu.ref_range": true,
+    "gpu.reported_events": true,
+    "gpu.request_refractory_gate": true,
+    "gpu.request_summary": true,
+    "gpu.requests_match_frozen_input": true,
+    "gpu.summary_complete": true,
+    "gpu.timing_finite_nonnegative": true,
+    "gpu.timing_integer_metadata": true,
+    "gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true
+  },
+  "component_environment": {
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "cudnn": 92400,
+    "cudnn_allow_tf32": true,
+    "cudnn_benchmark": false,
+    "cudnn_deterministic": false,
+    "deterministic_algorithms": false,
+    "device_capability": [
+      8,
+      9
+    ],
+    "device_index": 0,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "float32_matmul_precision": "highest",
+    "numpy": "2.2.6",
+    "precision_configuration_changed_by_component": false,
+    "torch": "2.14.0+cu130"
+  },
+  "cpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825",
+  "cross_delay_closed_loop_integrals_claimed_equal": false,
+  "differences": {},
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json": "ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json": "a9b6bb54fd3cc904d7e56c6ab2e49f607432966623c6ba47a3939e8d7e401920",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue.jsonl": "90826f935c270e4d56d4310aad43d17124322129add4f096eabfa3c352bb2336",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json": "ea1db106544f41d49e9a07449670f4227b4f93d3eeb8b2de2befa4b68d287ae1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-state-hashes.jsonl": "b0386ffb7f5aaac324e058daed6dddb87979001dbb172a9673cf5392d35ae212",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/weights.npy": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+  },
+  "failed_checks": [],
+  "finite_generated_sequence_accounting_only": true,
+  "gpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0",
+  "independent_CPU_all_components_claim": false,
+  "kind": "shared-APL-component closed-loop byte-exact comparison",
+  "limits": [
+    "APL Torch primitives are shared; original AST component validation is a separate required gate.",
+    "Small cases preserve and independently hash all pre/post states; full cases compare all-tick instrumented state hashes without saving dense whole-brain histories.",
+    "For full cases intermediate finite checks are performed by the instrumented backends; this file independently inspects final states and all APL traces.",
+    "Fixed-delay checks conserve this run's finite generated sample sequence, including pending initial zeros; no tail brain advancement or equality of different closed-loop branches is claimed.",
+    "This is exact agreement for the declared trajectory, not physiological validity or learning."
+  ],
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "rejected_requests": 29,
+  "requested": 107,
+  "scientific_apl_delay_fields_compared": true,
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30982
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json
new file mode 100644
index 0000000..9a9f850
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json
@@ -0,0 +1,256 @@
+{
+  "accepted_arriving_edges": 13677623,
+  "accepted_requests": 79,
+  "active_neurons": 7035,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "arriving_edges": 14890820,
+  "biological_delay_measurement_claimed": false,
+  "case": "seed_validation-physiological-00-s1073741825",
+  "case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "cpu.accepted_spikes_rejected_absent": true,
+    "cpu.actual_author_coefficients_exact": true,
+    "cpu.actual_component_bundle_bytes": true,
+    "cpu.all_ref_hashes_from_actual_events": true,
+    "cpu.apl_fast_edge_count": true,
+    "cpu.apl_positive_applied": true,
+    "cpu.apl_positive_drive": true,
+    "cpu.apl_positive_inhibition": true,
+    "cpu.apl_positive_state": true,
+    "cpu.apl_precision": true,
+    "cpu.bundle_hashes": true,
+    "cpu.case_name": true,
+    "cpu.coefficient_input_hash": true,
+    "cpu.component_dimensions_clock": true,
+    "cpu.component_precision_environment": true,
+    "cpu.count_nonnegative_total": true,
+    "cpu.delay_summary": true,
+    "cpu.delayed_all_edges_count": true,
+    "cpu.effective_weights_independent_bytes": true,
+    "cpu.effective_weights_raw_sha": true,
+    "cpu.events_per_neuron_counts": true,
+    "cpu.events_sorted_unique": true,
+    "cpu.final_apl_state_metadata": true,
+    "cpu.finite_sequence_row_conservation": true,
+    "cpu.fixed_delay_applied.bitwise_exact": true,
+    "cpu.fixed_delay_applied.finite": true,
+    "cpu.fixed_delay_applied.schema": true,
+    "cpu.fixed_delay_pending.bitwise_exact": true,
+    "cpu.fixed_delay_pending.finite": true,
+    "cpu.fixed_delay_pending.schema": true,
+    "cpu.frozen_apl_constants": true,
+    "cpu.graph_hashes": true,
+    "cpu.history_mode": true,
+    "cpu.kc_target_count": true,
+    "cpu.last_hash_g": true,
+    "cpu.last_hash_ref": true,
+    "cpu.last_hash_v": true,
+    "cpu.mask_provenance": true,
+    "cpu.no_candidate_trace_input": true,
+    "cpu.no_dense_g": true,
+    "cpu.no_dense_ref": true,
+    "cpu.no_dense_v": true,
+    "cpu.no_error_marker": true,
+    "cpu.no_extra_brain_or_apl_ticks": true,
+    "cpu.pending_hash_metadata": true,
+    "cpu.pending_shape_metadata": true,
+    "cpu.pending_summary_counts": true,
+    "cpu.pinned_environment": true,
+    "cpu.queue_observer_coverage": true,
+    "cpu.read_actual_case": true,
+    "cpu.ref_range": true,
+    "cpu.reported_events": true,
+    "cpu.request_refractory_gate": true,
+    "cpu.request_summary": true,
+    "cpu.requests_match_frozen_input": true,
+    "cpu.sidecar_complete": true,
+    "cpu.summary_complete": true,
+    "cpu.timing_finite_nonnegative": true,
+    "cpu.timing_integer_metadata": true,
+    "cpu.timing_summary_metadata": true,
+    "cpu.worker_source_hash": true,
+    "gpu.accepted_spikes_rejected_absent": true,
+    "gpu.actual_component_bundle_bytes": true,
+    "gpu.all_ref_hashes_from_actual_events": true,
+    "gpu.apl_fast_edge_count": true,
+    "gpu.apl_positive_applied": true,
+    "gpu.apl_positive_drive": true,
+    "gpu.apl_positive_inhibition": true,
+    "gpu.apl_positive_state": true,
+    "gpu.apl_precision": true,
+    "gpu.case_name": true,
+    "gpu.component_dimensions_clock": true,
+    "gpu.component_precision_environment": true,
+    "gpu.component_summary_consistent": true,
+    "gpu.count_nonnegative_total": true,
+    "gpu.delay_summary": true,
+    "gpu.delayed_all_edges_count": true,
+    "gpu.effective_weights_raw_sha": true,
+    "gpu.events_per_neuron_counts": true,
+    "gpu.events_sorted_unique": true,
+    "gpu.final_apl_state_metadata": true,
+    "gpu.finite_sequence_row_conservation": true,
+    "gpu.fixed_delay_applied.bitwise_exact": true,
+    "gpu.fixed_delay_applied.finite": true,
+    "gpu.fixed_delay_applied.schema": true,
+    "gpu.fixed_delay_pending.bitwise_exact": true,
+    "gpu.fixed_delay_pending.finite": true,
+    "gpu.fixed_delay_pending.schema": true,
+    "gpu.frozen_apl_constants": true,
+    "gpu.history_mode": true,
+    "gpu.input_hashes": true,
+    "gpu.kc_target_count": true,
+    "gpu.last_hash_g": true,
+    "gpu.last_hash_ref": true,
+    "gpu.last_hash_v": true,
+    "gpu.no_dense_g": true,
+    "gpu.no_dense_ref": true,
+    "gpu.no_dense_v": true,
+    "gpu.no_error_marker": true,
+    "gpu.no_extra_brain_or_apl_ticks": true,
+    "gpu.pending_hash_metadata": true,
+    "gpu.pending_shape_metadata": true,
+    "gpu.pending_summary_counts": true,
+    "gpu.ref_range": true,
+    "gpu.reported_events": true,
+    "gpu.request_refractory_gate": true,
+    "gpu.request_summary": true,
+    "gpu.requests_match_frozen_input": true,
+    "gpu.summary_complete": true,
+    "gpu.timing_finite_nonnegative": true,
+    "gpu.timing_integer_metadata": true,
+    "gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true
+  },
+  "component_environment": {
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "cudnn": 92400,
+    "cudnn_allow_tf32": true,
+    "cudnn_benchmark": false,
+    "cudnn_deterministic": false,
+    "deterministic_algorithms": false,
+    "device_capability": [
+      8,
+      9
+    ],
+    "device_index": 0,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "float32_matmul_precision": "highest",
+    "numpy": "2.2.6",
+    "precision_configuration_changed_by_component": false,
+    "torch": "2.14.0+cu130"
+  },
+  "cpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825",
+  "cross_delay_closed_loop_integrals_claimed_equal": false,
+  "differences": {},
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle/output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741825/requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json": "c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json": "b6b911de48231528ec16cb87396b297d9b2beeec2fd54c2a4d6717704f706659",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue.jsonl": "ea81d2d07626aed2ae1096da17a1b4163d3568dc54438409c3ac35f81a7d395f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json": "3050f437019a9e0c44bb5cee4984b8d7872e45b82f4fec8e9f7ee4a0b31fdffd",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-state-hashes.jsonl": "b06d86d7560da6c0222e9ea82dc172faf94aec38950456d47a8bdc40acfbf3ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/oracle/seed_validation/seed_validation-physiological-00-s1073741825/weights.npy": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+  },
+  "failed_checks": [],
+  "finite_generated_sequence_accounting_only": true,
+  "gpu_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0",
+  "independent_CPU_all_components_claim": false,
+  "kind": "shared-APL-component closed-loop byte-exact comparison",
+  "limits": [
+    "APL Torch primitives are shared; original AST component validation is a separate required gate.",
+    "Small cases preserve and independently hash all pre/post states; full cases compare all-tick instrumented state hashes without saving dense whole-brain histories.",
+    "For full cases intermediate finite checks are performed by the instrumented backends; this file independently inspects final states and all APL traces.",
+    "Fixed-delay checks conserve this run's finite generated sample sequence, including pending initial zeros; no tail brain advancement or equality of different closed-loop branches is claimed.",
+    "This is exact agreement for the declared trajectory, not physiological validity or learning."
+  ],
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "rejected_requests": 31,
+  "requested": 110,
+  "scientific_apl_delay_fields_compared": true,
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30876
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-matched_energy-00-s51101.json b/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-matched_energy-00-s51101.json
new file mode 100644
index 0000000..c5ddabf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-matched_energy-00-s51101.json
@@ -0,0 +1,210 @@
+{
+  "allowed_case_metadata_differences": [
+    "budget_root",
+    "output_budget_bytes"
+  ],
+  "apl_delay_steps": 18,
+  "build_and_wall_metadata_compared": false,
+  "case": "cal-matched_energy-00-s51101",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "control_input_spec_and_bytes": true,
+    "fresh_gpu.actual_input_hashes": true,
+    "fresh_gpu.apl_positive_applied": true,
+    "fresh_gpu.apl_positive_drive": true,
+    "fresh_gpu.apl_positive_inhibition": true,
+    "fresh_gpu.apl_positive_state": true,
+    "fresh_gpu.apl_precision": true,
+    "fresh_gpu.case_name": true,
+    "fresh_gpu.component_summary_consistent": true,
+    "fresh_gpu.count_nonnegative_total": true,
+    "fresh_gpu.delay_summary": true,
+    "fresh_gpu.events_sorted_unique": true,
+    "fresh_gpu.final_apl_state_metadata": true,
+    "fresh_gpu.finite_sequence_row_conservation": true,
+    "fresh_gpu.fixed_delay_applied.bitwise_exact": true,
+    "fresh_gpu.fixed_delay_applied.finite": true,
+    "fresh_gpu.fixed_delay_applied.schema": true,
+    "fresh_gpu.fixed_delay_pending.bitwise_exact": true,
+    "fresh_gpu.fixed_delay_pending.finite": true,
+    "fresh_gpu.fixed_delay_pending.schema": true,
+    "fresh_gpu.history_mode": true,
+    "fresh_gpu.last_hash_g": true,
+    "fresh_gpu.last_hash_ref": true,
+    "fresh_gpu.last_hash_v": true,
+    "fresh_gpu.no_dense_g": true,
+    "fresh_gpu.no_dense_ref": true,
+    "fresh_gpu.no_dense_v": true,
+    "fresh_gpu.no_error_marker": true,
+    "fresh_gpu.no_extra_brain_or_apl_ticks": true,
+    "fresh_gpu.pending_hash_metadata": true,
+    "fresh_gpu.pending_shape_metadata": true,
+    "fresh_gpu.pending_summary_counts": true,
+    "fresh_gpu.ref_range": true,
+    "fresh_gpu.reported_events": true,
+    "fresh_gpu.request_summary": true,
+    "fresh_gpu.summary_complete": true,
+    "fresh_gpu.timing_finite_nonnegative": true,
+    "fresh_gpu.timing_integer_metadata": true,
+    "fresh_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "sealed_gpu.actual_input_hashes": true,
+    "sealed_gpu.apl_positive_applied": true,
+    "sealed_gpu.apl_positive_drive": true,
+    "sealed_gpu.apl_positive_inhibition": true,
+    "sealed_gpu.apl_positive_state": true,
+    "sealed_gpu.apl_precision": true,
+    "sealed_gpu.case_name": true,
+    "sealed_gpu.component_summary_consistent": true,
+    "sealed_gpu.count_nonnegative_total": true,
+    "sealed_gpu.delay_summary": true,
+    "sealed_gpu.events_sorted_unique": true,
+    "sealed_gpu.final_apl_state_metadata": true,
+    "sealed_gpu.finite_sequence_row_conservation": true,
+    "sealed_gpu.fixed_delay_applied.bitwise_exact": true,
+    "sealed_gpu.fixed_delay_applied.finite": true,
+    "sealed_gpu.fixed_delay_applied.schema": true,
+    "sealed_gpu.fixed_delay_pending.bitwise_exact": true,
+    "sealed_gpu.fixed_delay_pending.finite": true,
+    "sealed_gpu.fixed_delay_pending.schema": true,
+    "sealed_gpu.history_mode": true,
+    "sealed_gpu.last_hash_g": true,
+    "sealed_gpu.last_hash_ref": true,
+    "sealed_gpu.last_hash_v": true,
+    "sealed_gpu.no_dense_g": true,
+    "sealed_gpu.no_dense_ref": true,
+    "sealed_gpu.no_dense_v": true,
+    "sealed_gpu.no_error_marker": true,
+    "sealed_gpu.no_extra_brain_or_apl_ticks": true,
+    "sealed_gpu.pending_hash_metadata": true,
+    "sealed_gpu.pending_shape_metadata": true,
+    "sealed_gpu.pending_summary_counts": true,
+    "sealed_gpu.ref_range": true,
+    "sealed_gpu.reported_events": true,
+    "sealed_gpu.request_summary": true,
+    "sealed_gpu.summary_complete": true,
+    "sealed_gpu.timing_finite_nonnegative": true,
+    "sealed_gpu.timing_integer_metadata": true,
+    "sealed_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true,
+    "timing_audit.parsed_exact": true
+  },
+  "differences": {},
+  "dynamics_copied_or_reimplemented": false,
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-matched_energy-00-s51101/pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-matched_energy-00-s51101/requests.npz": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-matched_energy-00-s51101/spec.json": "8fc9e0398031edeafafb21e4fc1a869ff18a72a0331e4ef172b0163eddf3bc89",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-applied.float32.npy": "228218d929370f412387eddc969694178b025186ed4d226a17e57c2d46bf49d5",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-drive.float32.npy": "945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-inhibition.float32.npy": "b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-pending-tail.float32.npy": "2d190ab166a4c5af542629a0e09aca50f8ccdc2b756dfe21de1010075388b511",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-state.float32.npy": "d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/apl-timing-audit.json": "57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/queue.jsonl": "798b87b23b835e357429a226241ec0d1c8b520254fe2a8ff755e2892e1f7bc0d",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/requests.csv": "8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/state.npz": "17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/summary.json": "e60254d3282953bb1ca5fca775e328f49fe426ee66a2707c77a2d42933feef5c",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0/tick-state-hashes.jsonl": "b71e13ef45e1562c7ad87084af30b0dbb0e68acb2848372d92eb53bd3652dd8b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-matched_energy-00-s51101/pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-matched_energy-00-s51101/requests.npz": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-matched_energy-00-s51101/spec.json": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-applied.float32.npy": "228218d929370f412387eddc969694178b025186ed4d226a17e57c2d46bf49d5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-drive.float32.npy": "945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-inhibition.float32.npy": "b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-pending-tail.float32.npy": "2d190ab166a4c5af542629a0e09aca50f8ccdc2b756dfe21de1010075388b511",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-state.float32.npy": "d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json": "57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/queue.jsonl": "798b87b23b835e357429a226241ec0d1c8b520254fe2a8ff755e2892e1f7bc0d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv": "8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/state.npz": "17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json": "2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0/tick-state-hashes.jsonl": "b71e13ef45e1562c7ad87084af30b0dbb0e68acb2848372d92eb53bd3652dd8b"
+  },
+  "failed_checks": [],
+  "independent_CPU_all_components_claim": false,
+  "kind": "fixed-D18 same-input sealed-AJ control identity",
+  "new_case": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-matched_energy-00-s51101",
+  "new_output": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0",
+  "nodes": 166700,
+  "old_case": "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-matched_energy-00-s51101",
+  "old_globals_patched": false,
+  "old_output": "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0",
+  "pass_all": true,
+  "scope": "Six state arrays, every tick state/queue/request, generated/applied/pending APL, component and timing metadata",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "tolerance": null
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-physiological-00-s51101.json b/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-physiological-00-s51101.json
new file mode 100644
index 0000000..839d929
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/control-cal-physiological-00-s51101.json
@@ -0,0 +1,210 @@
+{
+  "allowed_case_metadata_differences": [
+    "budget_root",
+    "output_budget_bytes"
+  ],
+  "apl_delay_steps": 18,
+  "build_and_wall_metadata_compared": false,
+  "case": "cal-physiological-00-s51101",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "control_input_spec_and_bytes": true,
+    "fresh_gpu.actual_input_hashes": true,
+    "fresh_gpu.apl_positive_applied": true,
+    "fresh_gpu.apl_positive_drive": true,
+    "fresh_gpu.apl_positive_inhibition": true,
+    "fresh_gpu.apl_positive_state": true,
+    "fresh_gpu.apl_precision": true,
+    "fresh_gpu.case_name": true,
+    "fresh_gpu.component_summary_consistent": true,
+    "fresh_gpu.count_nonnegative_total": true,
+    "fresh_gpu.delay_summary": true,
+    "fresh_gpu.events_sorted_unique": true,
+    "fresh_gpu.final_apl_state_metadata": true,
+    "fresh_gpu.finite_sequence_row_conservation": true,
+    "fresh_gpu.fixed_delay_applied.bitwise_exact": true,
+    "fresh_gpu.fixed_delay_applied.finite": true,
+    "fresh_gpu.fixed_delay_applied.schema": true,
+    "fresh_gpu.fixed_delay_pending.bitwise_exact": true,
+    "fresh_gpu.fixed_delay_pending.finite": true,
+    "fresh_gpu.fixed_delay_pending.schema": true,
+    "fresh_gpu.history_mode": true,
+    "fresh_gpu.last_hash_g": true,
+    "fresh_gpu.last_hash_ref": true,
+    "fresh_gpu.last_hash_v": true,
+    "fresh_gpu.no_dense_g": true,
+    "fresh_gpu.no_dense_ref": true,
+    "fresh_gpu.no_dense_v": true,
+    "fresh_gpu.no_error_marker": true,
+    "fresh_gpu.no_extra_brain_or_apl_ticks": true,
+    "fresh_gpu.pending_hash_metadata": true,
+    "fresh_gpu.pending_shape_metadata": true,
+    "fresh_gpu.pending_summary_counts": true,
+    "fresh_gpu.ref_range": true,
+    "fresh_gpu.reported_events": true,
+    "fresh_gpu.request_summary": true,
+    "fresh_gpu.summary_complete": true,
+    "fresh_gpu.timing_finite_nonnegative": true,
+    "fresh_gpu.timing_integer_metadata": true,
+    "fresh_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "sealed_gpu.actual_input_hashes": true,
+    "sealed_gpu.apl_positive_applied": true,
+    "sealed_gpu.apl_positive_drive": true,
+    "sealed_gpu.apl_positive_inhibition": true,
+    "sealed_gpu.apl_positive_state": true,
+    "sealed_gpu.apl_precision": true,
+    "sealed_gpu.case_name": true,
+    "sealed_gpu.component_summary_consistent": true,
+    "sealed_gpu.count_nonnegative_total": true,
+    "sealed_gpu.delay_summary": true,
+    "sealed_gpu.events_sorted_unique": true,
+    "sealed_gpu.final_apl_state_metadata": true,
+    "sealed_gpu.finite_sequence_row_conservation": true,
+    "sealed_gpu.fixed_delay_applied.bitwise_exact": true,
+    "sealed_gpu.fixed_delay_applied.finite": true,
+    "sealed_gpu.fixed_delay_applied.schema": true,
+    "sealed_gpu.fixed_delay_pending.bitwise_exact": true,
+    "sealed_gpu.fixed_delay_pending.finite": true,
+    "sealed_gpu.fixed_delay_pending.schema": true,
+    "sealed_gpu.history_mode": true,
+    "sealed_gpu.last_hash_g": true,
+    "sealed_gpu.last_hash_ref": true,
+    "sealed_gpu.last_hash_v": true,
+    "sealed_gpu.no_dense_g": true,
+    "sealed_gpu.no_dense_ref": true,
+    "sealed_gpu.no_dense_v": true,
+    "sealed_gpu.no_error_marker": true,
+    "sealed_gpu.no_extra_brain_or_apl_ticks": true,
+    "sealed_gpu.pending_hash_metadata": true,
+    "sealed_gpu.pending_shape_metadata": true,
+    "sealed_gpu.pending_summary_counts": true,
+    "sealed_gpu.ref_range": true,
+    "sealed_gpu.reported_events": true,
+    "sealed_gpu.request_summary": true,
+    "sealed_gpu.summary_complete": true,
+    "sealed_gpu.timing_finite_nonnegative": true,
+    "sealed_gpu.timing_integer_metadata": true,
+    "sealed_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true,
+    "timing_audit.parsed_exact": true
+  },
+  "differences": {},
+  "dynamics_copied_or_reimplemented": false,
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full/weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-physiological-00-s51101/pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-physiological-00-s51101/requests.npz": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-physiological-00-s51101/spec.json": "acb231fe2f6ee50a48bdd9abb1fd7422d7a77b6a471ad4e5793ef9a4ba9f9c4c",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-applied.float32.npy": "02576a8aea786e600bc165d53a1d13853489b3e5d27ddd38c28e1a6d888b85de",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-drive.float32.npy": "383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-inhibition.float32.npy": "3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-pending-tail.float32.npy": "830e2f33958a35666f61a219c72025b06970f1043971310f56f112253c6c816d",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-state.float32.npy": "39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/apl-timing-audit.json": "24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/queue.jsonl": "c154d9b1b6b39e376be892bbf9d622baf976be1731ee3ab7594a919a765a5764",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/requests.csv": "b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/state.npz": "86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/summary.json": "06a5a44556479edf2f0383a79308a8e7bc66d1774c99706c88b6c4efd89e5193",
+    "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0/tick-state-hashes.jsonl": "f582ba1006f8d600d800a5439cdd116508eff4b1886efca28479e382e4070db5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-physiological-00-s51101/pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-physiological-00-s51101/requests.npz": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-physiological-00-s51101/spec.json": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-applied.float32.npy": "02576a8aea786e600bc165d53a1d13853489b3e5d27ddd38c28e1a6d888b85de",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-drive.float32.npy": "383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-inhibition.float32.npy": "3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-pending-tail.float32.npy": "830e2f33958a35666f61a219c72025b06970f1043971310f56f112253c6c816d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-state.float32.npy": "39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json": "24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/queue.jsonl": "c154d9b1b6b39e376be892bbf9d622baf976be1731ee3ab7594a919a765a5764",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/requests.csv": "b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/state.npz": "86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/summary.json": "c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0/tick-state-hashes.jsonl": "f582ba1006f8d600d800a5439cdd116508eff4b1886efca28479e382e4070db5"
+  },
+  "failed_checks": [],
+  "independent_CPU_all_components_claim": false,
+  "kind": "fixed-D18 same-input sealed-AJ control identity",
+  "new_case": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/cases/controls/cal-physiological-00-s51101",
+  "new_output": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0",
+  "nodes": 166700,
+  "old_case": "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-physiological-00-s51101",
+  "old_globals_patched": false,
+  "old_output": "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0",
+  "pass_all": true,
+  "scope": "Six state arrays, every tick state/queue/request, generated/applied/pending APL, component and timing metadata",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "tolerance": null
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/controls-gate.json b/registry/phase4ak-apl-timing-validation/evidence/audit/controls-gate.json
new file mode 100644
index 0000000..d6cf1f7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/controls-gate.json
@@ -0,0 +1,21 @@
+{
+  "stage": "controls",
+  "pass_all": true,
+  "cases": [
+    {
+      "case": "cal-physiological-00-s51101",
+      "group": "controls",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 0
+    },
+    {
+      "case": "cal-matched_energy-00-s51101",
+      "group": "controls",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 0
+    }
+  ],
+  "scope": "Same-input fresh D18 GPU identity with sealed AJ; no new model or Brian run"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/final-status.json b/registry/phase4ak-apl-timing-validation/evidence/audit/final-status.json
new file mode 100644
index 0000000..3622302
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/final-status.json
@@ -0,0 +1,11260 @@
+{
+  "status": "PASS-FROZEN-D18-INDEPENDENT-VALIDATION",
+  "numerical_gate_pass": true,
+  "summaries": {
+    "seed_validation": {
+      "cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "pass_all": true,
+      "execution_gate_pass": true,
+      "numerical_integrity_pass": true,
+      "exact_repeat_pass": true,
+      "representation_gate_pass": true,
+      "original_representation_gate_pass": true,
+      "expected_base_trials": 60,
+      "valid_base_trials": 60,
+      "expected_repeats": 12,
+      "checked_repeats": 12,
+      "checked_timing_trials": 72,
+      "modes": {
+        "physiological": {
+          "KC_active_fraction_mean": 0.03467027559055118,
+          "KC_active_fraction_min": 0.02436023622047244,
+          "KC_active_fraction_max": 0.04429133858267716,
+          "same_odor_jaccard_mean": 0.543793759826409,
+          "different_odor_jaccard_mean": 0.48724253510536,
+          "same_odor_euclidean_mean": 9.106586200509772,
+          "different_odor_euclidean_mean": 9.867234533015372,
+          "different_odor_cosine_mean": 0.6828345544558085,
+          "different_odor_correlation_mean": 0.6722922861826438,
+          "within_variance": 1.203421106018339,
+          "between_distance_mean": 9.867234533015372,
+          "pairwise_separation_pass_count": 12,
+          "pair_count": 15,
+          "expected_event_count_cv": 0.2888504916519036,
+          "actual_event_count_cv": 0.2773419310910846,
+          "within_distance_count": 60,
+          "between_distance_count": 75,
+          "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+          "pairs": [
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "between_same_seed_mean": 10.495296127096122,
+              "within_this_pair_mean": 9.473037583195053,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "between_same_seed_mean": 10.36210830513364,
+              "within_this_pair_mean": 9.834414917186283,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.52648106789935,
+              "within_this_pair_mean": 8.87587692492626,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.152515010263008,
+              "within_this_pair_mean": 9.053258376870653,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 9.480463590353983,
+              "within_this_pair_mean": 9.612554253413183,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "between_same_seed_mean": 10.33032386345197,
+              "within_this_pair_mean": 9.542760773350278,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.449468338125584,
+              "within_this_pair_mean": 8.584222781090254,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.25575214599333,
+              "within_this_pair_mean": 8.761604233034646,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 9.855439759779632,
+              "within_this_pair_mean": 9.320900109577176,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.277158936450778,
+              "within_this_pair_mean": 8.945600115081486,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.907323514823078,
+              "within_this_pair_mean": 9.122981567025878,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 10.472489900890281,
+              "within_this_pair_mean": 9.68227744356841,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.75359235858135,
+              "within_this_pair_mean": 8.164443574765855,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 10.576894760161489,
+              "within_this_pair_mean": 8.723739451308385,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 10.113210316227029,
+              "within_this_pair_mean": 8.901120903252778,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            }
+          ],
+          "conditions": {
+            "mean_sparsity_in_closed_interval": true,
+            "maximum_strictly_below_half": true,
+            "minimum_strictly_positive": true,
+            "same_jaccard_gt_different": true,
+            "different_euclidean_gt_same": true,
+            "at_least_original_pair_count": true
+          },
+          "gate": true
+        },
+        "matched_energy": {
+          "KC_active_fraction_mean": 0.03456364829396326,
+          "KC_active_fraction_min": 0.025098425196850394,
+          "KC_active_fraction_max": 0.04281496062992126,
+          "same_odor_jaccard_mean": 0.5239602472633675,
+          "different_odor_jaccard_mean": 0.49813404861191707,
+          "same_odor_euclidean_mean": 9.35011998528206,
+          "different_odor_euclidean_mean": 9.710761120032501,
+          "different_odor_cosine_mean": 0.6925354590443998,
+          "different_odor_correlation_mean": 0.6823788328478231,
+          "within_variance": 1.4085895941623687,
+          "between_distance_mean": 9.710761120032501,
+          "pairwise_separation_pass_count": 11,
+          "pair_count": 15,
+          "expected_event_count_cv": 6.479525309699009e-08,
+          "actual_event_count_cv": 0.12072971347645978,
+          "within_distance_count": 60,
+          "between_distance_count": 75,
+          "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+          "pairs": [
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "between_same_seed_mean": 10.194415580431073,
+              "within_this_pair_mean": 9.495502027591526,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "between_same_seed_mean": 10.276005426917207,
+              "within_this_pair_mean": 9.73297081710629,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.538321111284251,
+              "within_this_pair_mean": 9.046595182413544,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.246015949088145,
+              "within_this_pair_mean": 9.165701998313633,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 8.161956426348691,
+              "within_this_pair_mean": 10.134468592879493,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "between_same_seed_mean": 10.420065155860634,
+              "within_this_pair_mean": 9.466033513468663,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.508366742966748,
+              "within_this_pair_mean": 8.779657878775918,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.417873674015214,
+              "within_this_pair_mean": 8.898764694676007,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 9.954714535806954,
+              "within_this_pair_mean": 9.867531289241866,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.29225539605903,
+              "within_this_pair_mean": 9.017126668290675,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.810456952037356,
+              "within_this_pair_mean": 9.136233484190765,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 10.78583871292203,
+              "within_this_pair_mean": 10.105000078756625,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "between_same_seed_mean": 8.730333158042853,
+              "within_this_pair_mean": 8.449857849498022,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 9.876794126011836,
+              "within_this_pair_mean": 9.418624444063882,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "between_same_seed_mean": 9.448003852695445,
+              "within_this_pair_mean": 9.53773125996397,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            }
+          ],
+          "conditions": {
+            "mean_sparsity_in_closed_interval": true,
+            "maximum_strictly_below_half": true,
+            "minimum_strictly_positive": true,
+            "same_jaccard_gt_different": true,
+            "different_euclidean_gt_same": true,
+            "at_least_original_pair_count": true
+          },
+          "gate": true
+        }
+      },
+      "runs": [
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 132,
+          "KC_active_fraction": 0.03248031496062992,
+          "KC_spikes": 135,
+          "KC_first_latency_ms": 15.100000000000001,
+          "external_events": 79,
+          "expected_external_events": 105.90211181640625,
+          "total_PN_rate_hz": 1059.0211181640625,
+          "finite": true,
+          "total_spikes": 30876,
+          "requested": 110,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741826",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 166,
+          "KC_active_fraction": 0.04084645669291338,
+          "KC_spikes": 168,
+          "KC_first_latency_ms": 18.6,
+          "external_events": 78,
+          "expected_external_events": 105.90211181640625,
+          "total_PN_rate_hz": 1059.0211181640625,
+          "finite": true,
+          "total_spikes": 30280,
+          "requested": 109,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741827",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 144,
+          "KC_active_fraction": 0.03543307086614173,
+          "KC_spikes": 147,
+          "KC_first_latency_ms": 18.2,
+          "external_events": 98,
+          "expected_external_events": 105.90211181640625,
+          "total_PN_rate_hz": 1059.0211181640625,
+          "finite": true,
+          "total_spikes": 29830,
+          "requested": 130,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741828",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 122,
+          "KC_active_fraction": 0.030019685039370077,
+          "KC_spikes": 125,
+          "KC_first_latency_ms": 18.7,
+          "external_events": 74,
+          "expected_external_events": 105.90211181640625,
+          "total_PN_rate_hz": 1059.0211181640625,
+          "finite": true,
+          "total_spikes": 29892,
+          "requested": 112,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741829",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 109,
+          "KC_active_fraction": 0.026820866141732284,
+          "KC_spikes": 111,
+          "KC_first_latency_ms": 24.6,
+          "external_events": 63,
+          "expected_external_events": 105.90211181640625,
+          "total_PN_rate_hz": 1059.0211181640625,
+          "finite": true,
+          "total_spikes": 26554,
+          "requested": 89,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "mode": "physiological",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 162,
+          "KC_active_fraction": 0.03986220472440945,
+          "KC_spikes": 164,
+          "KC_first_latency_ms": 12.100000000000001,
+          "external_events": 78,
+          "expected_external_events": 126.12415771484375,
+          "total_PN_rate_hz": 1261.2415771484375,
+          "finite": true,
+          "total_spikes": 30839,
+          "requested": 120,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741826",
+          "mode": "physiological",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 146,
+          "KC_active_fraction": 0.0359251968503937,
+          "KC_spikes": 149,
+          "KC_first_latency_ms": 18.3,
+          "external_events": 102,
+          "expected_external_events": 126.12415771484375,
+          "total_PN_rate_hz": 1261.2415771484375,
+          "finite": true,
+          "total_spikes": 29681,
+          "requested": 140,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741827",
+          "mode": "physiological",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 175,
+          "KC_active_fraction": 0.043061023622047244,
+          "KC_spikes": 178,
+          "KC_first_latency_ms": 15.0,
+          "external_events": 84,
+          "expected_external_events": 126.12415771484375,
+          "total_PN_rate_hz": 1261.2415771484375,
+          "finite": true,
+          "total_spikes": 30987,
+          "requested": 131,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741828",
+          "mode": "physiological",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 180,
+          "KC_active_fraction": 0.04429133858267716,
+          "KC_spikes": 183,
+          "KC_first_latency_ms": 19.700000000000003,
+          "external_events": 85,
+          "expected_external_events": 126.12415771484375,
+          "total_PN_rate_hz": 1261.2415771484375,
+          "finite": true,
+          "total_spikes": 30044,
+          "requested": 125,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741829",
+          "mode": "physiological",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 172,
+          "KC_active_fraction": 0.04232283464566929,
+          "KC_spikes": 175,
+          "KC_first_latency_ms": 11.600000000000001,
+          "external_events": 78,
+          "expected_external_events": 126.12415771484375,
+          "total_PN_rate_hz": 1261.2415771484375,
+          "finite": true,
+          "total_spikes": 31377,
+          "requested": 123,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "mode": "physiological",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 141,
+          "KC_active_fraction": 0.03469488188976378,
+          "KC_spikes": 144,
+          "KC_first_latency_ms": 14.600000000000001,
+          "external_events": 62,
+          "expected_external_events": 103.575341796875,
+          "total_PN_rate_hz": 1035.75341796875,
+          "finite": true,
+          "total_spikes": 30688,
+          "requested": 100,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741826",
+          "mode": "physiological",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 120,
+          "KC_active_fraction": 0.02952755905511811,
+          "KC_spikes": 123,
+          "KC_first_latency_ms": 14.8,
+          "external_events": 77,
+          "expected_external_events": 103.575341796875,
+          "total_PN_rate_hz": 1035.75341796875,
+          "finite": true,
+          "total_spikes": 31406,
+          "requested": 113,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741827",
+          "mode": "physiological",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 155,
+          "KC_active_fraction": 0.03813976377952756,
+          "KC_spikes": 158,
+          "KC_first_latency_ms": 17.400000000000002,
+          "external_events": 72,
+          "expected_external_events": 103.575341796875,
+          "total_PN_rate_hz": 1035.75341796875,
+          "finite": true,
+          "total_spikes": 29197,
+          "requested": 105,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741828",
+          "mode": "physiological",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 141,
+          "KC_active_fraction": 0.03469488188976378,
+          "KC_spikes": 144,
+          "KC_first_latency_ms": 15.600000000000001,
+          "external_events": 76,
+          "expected_external_events": 103.575341796875,
+          "total_PN_rate_hz": 1035.75341796875,
+          "finite": true,
+          "total_spikes": 29395,
+          "requested": 117,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741829",
+          "mode": "physiological",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 160,
+          "KC_active_fraction": 0.03937007874015748,
+          "KC_spikes": 163,
+          "KC_first_latency_ms": 13.3,
+          "external_events": 57,
+          "expected_external_events": 103.575341796875,
+          "total_PN_rate_hz": 1035.75341796875,
+          "finite": true,
+          "total_spikes": 32003,
+          "requested": 104,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "mode": "physiological",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 99,
+          "KC_active_fraction": 0.02436023622047244,
+          "KC_spikes": 101,
+          "KC_first_latency_ms": 17.7,
+          "external_events": 71,
+          "expected_external_events": 85.80020141601562,
+          "total_PN_rate_hz": 858.0020141601562,
+          "finite": true,
+          "total_spikes": 29170,
+          "requested": 96,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741826",
+          "mode": "physiological",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 107,
+          "KC_active_fraction": 0.026328740157480313,
+          "KC_spikes": 110,
+          "KC_first_latency_ms": 17.7,
+          "external_events": 73,
+          "expected_external_events": 85.80020141601562,
+          "total_PN_rate_hz": 858.0020141601562,
+          "finite": true,
+          "total_spikes": 30042,
+          "requested": 99,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741827",
+          "mode": "physiological",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 128,
+          "KC_active_fraction": 0.031496062992125984,
+          "KC_spikes": 131,
+          "KC_first_latency_ms": 23.3,
+          "external_events": 67,
+          "expected_external_events": 85.80020141601562,
+          "total_PN_rate_hz": 858.0020141601562,
+          "finite": true,
+          "total_spikes": 28600,
+          "requested": 99,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741828",
+          "mode": "physiological",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 112,
+          "KC_active_fraction": 0.027559055118110236,
+          "KC_spikes": 115,
+          "KC_first_latency_ms": 19.8,
+          "external_events": 73,
+          "expected_external_events": 85.80020141601562,
+          "total_PN_rate_hz": 858.0020141601562,
+          "finite": true,
+          "total_spikes": 29389,
+          "requested": 98,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741829",
+          "mode": "physiological",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 110,
+          "KC_active_fraction": 0.027066929133858268,
+          "KC_spikes": 112,
+          "KC_first_latency_ms": 23.200000000000003,
+          "external_events": 57,
+          "expected_external_events": 85.80020141601562,
+          "total_PN_rate_hz": 858.0020141601562,
+          "finite": true,
+          "total_spikes": 26493,
+          "requested": 82,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "mode": "physiological",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 140,
+          "KC_active_fraction": 0.0344488188976378,
+          "KC_spikes": 142,
+          "KC_first_latency_ms": 24.3,
+          "external_events": 46,
+          "expected_external_events": 77.2682861328125,
+          "total_PN_rate_hz": 772.682861328125,
+          "finite": true,
+          "total_spikes": 27631,
+          "requested": 62,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741826",
+          "mode": "physiological",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 135,
+          "KC_active_fraction": 0.03321850393700788,
+          "KC_spikes": 137,
+          "KC_first_latency_ms": 20.3,
+          "external_events": 69,
+          "expected_external_events": 77.2682861328125,
+          "total_PN_rate_hz": 772.682861328125,
+          "finite": true,
+          "total_spikes": 28277,
+          "requested": 86,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741827",
+          "mode": "physiological",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 128,
+          "KC_active_fraction": 0.031496062992125984,
+          "KC_spikes": 131,
+          "KC_first_latency_ms": 20.1,
+          "external_events": 69,
+          "expected_external_events": 77.2682861328125,
+          "total_PN_rate_hz": 772.682861328125,
+          "finite": true,
+          "total_spikes": 29438,
+          "requested": 93,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741828",
+          "mode": "physiological",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 121,
+          "KC_active_fraction": 0.029773622047244094,
+          "KC_spikes": 124,
+          "KC_first_latency_ms": 18.5,
+          "external_events": 61,
+          "expected_external_events": 77.2682861328125,
+          "total_PN_rate_hz": 772.682861328125,
+          "finite": true,
+          "total_spikes": 29353,
+          "requested": 87,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741829",
+          "mode": "physiological",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 113,
+          "KC_active_fraction": 0.02780511811023622,
+          "KC_spikes": 115,
+          "KC_first_latency_ms": 22.8,
+          "external_events": 57,
+          "expected_external_events": 77.2682861328125,
+          "total_PN_rate_hz": 772.682861328125,
+          "finite": true,
+          "total_spikes": 27031,
+          "requested": 74,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 158,
+          "KC_active_fraction": 0.03887795275590551,
+          "KC_spikes": 162,
+          "KC_first_latency_ms": 14.3,
+          "external_events": 136,
+          "expected_external_events": 174.35963134765626,
+          "total_PN_rate_hz": 1743.5963134765625,
+          "finite": true,
+          "total_spikes": 32142,
+          "requested": 185,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741826",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 176,
+          "KC_active_fraction": 0.04330708661417323,
+          "KC_spikes": 179,
+          "KC_first_latency_ms": 12.700000000000001,
+          "external_events": 116,
+          "expected_external_events": 174.35963134765626,
+          "total_PN_rate_hz": 1743.5963134765625,
+          "finite": true,
+          "total_spikes": 31839,
+          "requested": 181,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741827",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 173,
+          "KC_active_fraction": 0.042568897637795276,
+          "KC_spikes": 176,
+          "KC_first_latency_ms": 14.5,
+          "external_events": 131,
+          "expected_external_events": 174.35963134765626,
+          "total_PN_rate_hz": 1743.5963134765625,
+          "finite": true,
+          "total_spikes": 29587,
+          "requested": 194,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741828",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 150,
+          "KC_active_fraction": 0.036909448818897635,
+          "KC_spikes": 153,
+          "KC_first_latency_ms": 12.5,
+          "external_events": 119,
+          "expected_external_events": 174.35963134765626,
+          "total_PN_rate_hz": 1743.5963134765625,
+          "finite": true,
+          "total_spikes": 31659,
+          "requested": 167,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741829",
+          "mode": "physiological",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 152,
+          "KC_active_fraction": 0.03740157480314961,
+          "KC_spikes": 154,
+          "KC_first_latency_ms": 13.700000000000001,
+          "external_events": 104,
+          "expected_external_events": 174.35963134765626,
+          "total_PN_rate_hz": 1743.5963134765625,
+          "finite": true,
+          "total_spikes": 29695,
+          "requested": 155,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 135,
+          "KC_active_fraction": 0.03321850393700788,
+          "KC_spikes": 138,
+          "KC_first_latency_ms": 15.100000000000001,
+          "external_events": 78,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30982,
+          "requested": 107,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 166,
+          "KC_active_fraction": 0.04084645669291338,
+          "KC_spikes": 169,
+          "KC_first_latency_ms": 18.6,
+          "external_events": 70,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30906,
+          "requested": 106,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 144,
+          "KC_active_fraction": 0.03543307086614173,
+          "KC_spikes": 147,
+          "KC_first_latency_ms": 18.2,
+          "external_events": 92,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30254,
+          "requested": 125,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 122,
+          "KC_active_fraction": 0.030019685039370077,
+          "KC_spikes": 125,
+          "KC_first_latency_ms": 18.7,
+          "external_events": 76,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29646,
+          "requested": 109,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 109,
+          "KC_active_fraction": 0.026820866141732284,
+          "KC_spikes": 111,
+          "KC_first_latency_ms": 24.6,
+          "external_events": 64,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 26212,
+          "requested": 82,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 0
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 166,
+          "KC_active_fraction": 0.04084645669291338,
+          "KC_spikes": 169,
+          "KC_first_latency_ms": 12.0,
+          "external_events": 71,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 30314,
+          "requested": 104,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 149,
+          "KC_active_fraction": 0.03666338582677165,
+          "KC_spikes": 151,
+          "KC_first_latency_ms": 18.6,
+          "external_events": 84,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 29743,
+          "requested": 115,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 174,
+          "KC_active_fraction": 0.04281496062992126,
+          "KC_spikes": 177,
+          "KC_first_latency_ms": 15.0,
+          "external_events": 69,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 31100,
+          "requested": 108,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 174,
+          "KC_active_fraction": 0.04281496062992126,
+          "KC_spikes": 176,
+          "KC_first_latency_ms": 19.700000000000003,
+          "external_events": 64,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 29148,
+          "requested": 100,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_name": "3-penten-2-one",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 165,
+          "KC_active_fraction": 0.0406003937007874,
+          "KC_spikes": 168,
+          "KC_first_latency_ms": 14.5,
+          "external_events": 65,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 30726,
+          "requested": 103,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 141,
+          "KC_active_fraction": 0.03469488188976378,
+          "KC_spikes": 144,
+          "KC_first_latency_ms": 14.600000000000001,
+          "external_events": 62,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 30688,
+          "requested": 99,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 120,
+          "KC_active_fraction": 0.02952755905511811,
+          "KC_spikes": 123,
+          "KC_first_latency_ms": 14.8,
+          "external_events": 73,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 31772,
+          "requested": 111,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 155,
+          "KC_active_fraction": 0.03813976377952756,
+          "KC_spikes": 158,
+          "KC_first_latency_ms": 17.400000000000002,
+          "external_events": 72,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 29197,
+          "requested": 105,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 145,
+          "KC_active_fraction": 0.035679133858267716,
+          "KC_spikes": 148,
+          "KC_first_latency_ms": 15.600000000000001,
+          "external_events": 75,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 29791,
+          "requested": 116,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_name": "(2R)-hexan-2-ol",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 160,
+          "KC_active_fraction": 0.03937007874015748,
+          "KC_spikes": 163,
+          "KC_first_latency_ms": 13.3,
+          "external_events": 57,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 32003,
+          "requested": 102,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 2
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 108,
+          "KC_active_fraction": 0.0265748031496063,
+          "KC_spikes": 111,
+          "KC_first_latency_ms": 17.7,
+          "external_events": 84,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 28946,
+          "requested": 113,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 111,
+          "KC_active_fraction": 0.027312992125984252,
+          "KC_spikes": 114,
+          "KC_first_latency_ms": 17.5,
+          "external_events": 82,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30341,
+          "requested": 118,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 112,
+          "KC_active_fraction": 0.027559055118110236,
+          "KC_spikes": 115,
+          "KC_first_latency_ms": 23.200000000000003,
+          "external_events": 77,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29051,
+          "requested": 112,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 112,
+          "KC_active_fraction": 0.027559055118110236,
+          "KC_spikes": 115,
+          "KC_first_latency_ms": 17.400000000000002,
+          "external_events": 85,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29748,
+          "requested": 117,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_name": "gamma-propyl-gamma-butyrolactone",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 114,
+          "KC_active_fraction": 0.028051181102362203,
+          "KC_spikes": 117,
+          "KC_first_latency_ms": 19.8,
+          "external_events": 69,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 28154,
+          "requested": 95,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 3
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 152,
+          "KC_active_fraction": 0.03740157480314961,
+          "KC_spikes": 156,
+          "KC_first_latency_ms": 16.5,
+          "external_events": 64,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30169,
+          "requested": 95,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 125,
+          "KC_active_fraction": 0.030757874015748032,
+          "KC_spikes": 128,
+          "KC_first_latency_ms": 16.1,
+          "external_events": 82,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 31710,
+          "requested": 111,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 144,
+          "KC_active_fraction": 0.03543307086614173,
+          "KC_spikes": 146,
+          "KC_first_latency_ms": 20.1,
+          "external_events": 85,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 28859,
+          "requested": 113,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 121,
+          "KC_active_fraction": 0.029773622047244094,
+          "KC_spikes": 124,
+          "KC_first_latency_ms": 18.400000000000002,
+          "external_events": 69,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29080,
+          "requested": 111,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_name": "2-methyl butyl acetate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 102,
+          "KC_active_fraction": 0.025098425196850394,
+          "KC_spikes": 104,
+          "KC_first_latency_ms": 23.1,
+          "external_events": 76,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 27859,
+          "requested": 98,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 4
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741825,
+          "split": "seed_validation",
+          "KC_active": 173,
+          "KC_active_fraction": 0.042568897637795276,
+          "KC_spikes": 176,
+          "KC_first_latency_ms": 17.5,
+          "external_events": 65,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30490,
+          "requested": 95,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741826,
+          "split": "seed_validation",
+          "KC_active": 174,
+          "KC_active_fraction": 0.04281496062992126,
+          "KC_spikes": 176,
+          "KC_first_latency_ms": 18.1,
+          "external_events": 70,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 31174,
+          "requested": 101,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741827,
+          "split": "seed_validation",
+          "KC_active": 170,
+          "KC_active_fraction": 0.041830708661417325,
+          "KC_spikes": 173,
+          "KC_first_latency_ms": 15.3,
+          "external_events": 87,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30093,
+          "requested": 108,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741828,
+          "split": "seed_validation",
+          "KC_active": 140,
+          "KC_active_fraction": 0.0344488188976378,
+          "KC_spikes": 143,
+          "KC_first_latency_ms": 18.8,
+          "external_events": 77,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29411,
+          "requested": 109,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+          "seed": 1073741829,
+          "split": "seed_validation",
+          "KC_active": 131,
+          "KC_active_fraction": 0.032234251968503935,
+          "KC_spikes": 133,
+          "KC_first_latency_ms": 14.3,
+          "external_events": 61,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30288,
+          "requested": 96,
+          "cohort": "seed_validation",
+          "validation_cohort": "seed_validation",
+          "source_panel_split": "calibration",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 5
+        }
+      ],
+      "repeats": [
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        }
+      ],
+      "timing_checks": [
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        }
+      ],
+      "failures": [],
+      "input_output_provenance": [
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+            "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+            "summary.json": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266",
+            "tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+            "queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+            "requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+            "apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+            "apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+            "apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+            "apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+            "apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+            "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+            "summary.json": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0",
+            "tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+            "queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+            "requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+            "apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+            "apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+            "apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+            "apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+            "apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724",
+            "requests.npz": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "d9b75c213137f539c819108314e89a2c97f37e494c8843e927b6edd7d540fd00",
+            "summary.json": "bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353",
+            "tick-state-hashes.jsonl": "d606283bed3d3a9825e8a58ebee591861607dc5fa6725eb53b581f1dc4741d35",
+            "queue.jsonl": "fcfba29a02d083dca93f5ce769551711afcecbf7ce7c65b601bc748ea52b5885",
+            "requests.csv": "fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "7c7e3ae0611ecedf17b1fa73e71cdb1cd6d84279c1bd7e87fc03e630debca586",
+            "apl-state.float32.npy": "48dc294605174b45f66e44891dc681829b589d16dcb98e092e0bc16109e94544",
+            "apl-inhibition.float32.npy": "91e4b6eb2f7e9bfeb5d494858d5508add90b50af191287fe302cccd810b4d6b6",
+            "apl-applied.float32.npy": "539da99c90e24733c09486b90f24048e893f70ec6f024472f729a39e8bf3d0a6",
+            "apl-pending-tail.float32.npy": "daac7da768d9938e767b2a4bf4a3d5fdd566b0d45050029dbc68d1cfcea2fb0e",
+            "apl-timing-audit.json": "a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2",
+            "requests.npz": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "7dd144de2ecef51495e2aab8ccab3a78a914da8b7820c5042ddeb03803c70d5b",
+            "summary.json": "717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159",
+            "tick-state-hashes.jsonl": "c47f38aaf7943b94830a2e36dccd3c653c8e7919a44c6bad8ffc3115f33d9aeb",
+            "queue.jsonl": "dedeaa8b506dabaa18ad7d36e7f96e712f71b824bbe6dca779e1cc2e0856f00e",
+            "requests.csv": "9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "5454b8df3e9135b0bacd1f3df54c5f223280abf6e5783f2c382e22eb8f482437",
+            "apl-state.float32.npy": "a5496569e11d31e47cc1e357c4869c0645594299e5d793ad95b0fcef0b730e41",
+            "apl-inhibition.float32.npy": "519f9d112184ee000b24972c57a4d4003166d9f6e0d1e6b22bc37a67674d0292",
+            "apl-applied.float32.npy": "1c143ba523c5f1e64718227dd0e2794cea1398e26536a6eb6ed741a2a63ad0c5",
+            "apl-pending-tail.float32.npy": "a1192f0dc91914e3bd655801e4600f4b72f93dd079c676724e0ba3c5a2b263e5",
+            "apl-timing-audit.json": "a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5",
+            "requests.npz": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "e6887b675f40e9ff61b86def950d33afbb75a2824fcca7ee59b78263e2ff0a94",
+            "summary.json": "90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e",
+            "tick-state-hashes.jsonl": "70673a230d4d69904ca27536001d8258ee50e39bcaffe2dbd776713e98e26bc3",
+            "queue.jsonl": "2ca893cbc9ceea81c86a2baf7d46641a0f7738ff1a145e7c5436e95216d0ed34",
+            "requests.csv": "fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3ca31d10837a626ec7f5ae24bff77f9ed5ac218af49857f15bf8c51424983ad0",
+            "apl-state.float32.npy": "4351a8e93c1e243e431c191fd4f0effde02262b3c049fd7c718e0b575d46f23e",
+            "apl-inhibition.float32.npy": "cd6e6474c460dbbfe442989bf6a9f8e434baf9496eed60bd60230c7e9f3c762e",
+            "apl-applied.float32.npy": "f8070a2527e6e7926ed58fb65c907af4bcbc028f5c7b7c19f05489e95233366e",
+            "apl-pending-tail.float32.npy": "e3cde7d209cb5f5349f079f36618acc64b49a5f8be8e111c1ff2bafc528dff2c",
+            "apl-timing-audit.json": "bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-00-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61",
+            "requests.npz": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9",
+            "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+          },
+          "output_sha256": {
+            "state.npz": "92131fd3cf163d8bba69c0bcddc8fea2f914026ee93cc64bb92a09944d64157f",
+            "summary.json": "a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0",
+            "tick-state-hashes.jsonl": "e1744afd3f0a40320432f4e4ae9a962a8ab0e8a0b47c346a2fe608b45f4a10f2",
+            "queue.jsonl": "94f2982dff2adc96154b8826c3a3cf86063890bb09a960b0a2c46b9e8b121277",
+            "requests.csv": "2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e5f45d665501b65dd0ec4d0a4419db02a61ec3769d31563d4710d91b20968164",
+            "apl-state.float32.npy": "1e1c13fe0050f9bc77556d26825fb8862eba6dc2ece6bbcf0363a78601db601b",
+            "apl-inhibition.float32.npy": "e386af05fbb1358dd2e8b43f5b602160c04c15202099c1df2934f9c1ff53d94a",
+            "apl-applied.float32.npy": "903d8b3ebd92eea471bd15b13c85a72c80174801e68c7db2091bc1bac1246bd4",
+            "apl-pending-tail.float32.npy": "547d4eef70871a65cd8f98c069bcc49b017f7e9e34ac8a24f957f6a6dbecd2d0",
+            "apl-timing-audit.json": "ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+            "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+            "summary.json": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6",
+            "tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+            "queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+            "requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+            "apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+            "apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+            "apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+            "apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+            "apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+            "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+            "summary.json": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8",
+            "tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+            "queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+            "requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+            "apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+            "apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+            "apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+            "apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+            "apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f",
+            "requests.npz": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "74756a0c9d0927584e09bd8177f43c52760c898b816db37085a7c7878353139a",
+            "summary.json": "4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e",
+            "tick-state-hashes.jsonl": "b3f2b60568cd5a12925a1086060977fe6eaf6e96ad314f45aa6470992c0e951c",
+            "queue.jsonl": "a57525cf2f20e3df8644f8abf34b885a310da30e4ff8763773579ba6d5beb7af",
+            "requests.csv": "99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "00483f044b16477bfc08ca14eafbe53712bdc0020224a5f1cfd45c4aa79ca451",
+            "apl-state.float32.npy": "a1d95af3269784fdb378053c60f7d91c6fff3b3435f90f431b2246e77797353d",
+            "apl-inhibition.float32.npy": "151d8eb91352def71e7742673ed8b63d3de60fe1b102d59db6f48855174cf235",
+            "apl-applied.float32.npy": "4085f1b4e81f0282a679d79c08630f6ee65c5cc736a0551819317f8aec31c543",
+            "apl-pending-tail.float32.npy": "930b21b35ace50560ff252698dcd72719f047665da9ef029061b5e380cca0a94",
+            "apl-timing-audit.json": "1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0",
+            "requests.npz": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "b2236ba2945aef50445bd243293ecd0a289891b888f8cedb4f9c584aef757f37",
+            "summary.json": "360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd",
+            "tick-state-hashes.jsonl": "84a98553ebde5cfc97a28b7baf561446384c09ba153990d7e36a228de1fad122",
+            "queue.jsonl": "247c17e6045beb8a4c8b92be56fb3827f1d1ab08ae69e8c83a4594d5f327ee00",
+            "requests.csv": "2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "03357fb9a7622450e02b4afd3ba796ae70dcd30d70ba06e637fccc02c3bb06e0",
+            "apl-state.float32.npy": "721d7755f4fa709cfa41c050a70b08a888ff7dd35a8f75695727f65104ba5b65",
+            "apl-inhibition.float32.npy": "146510a3ff1226cb920c91cf9dff7ae766e1e7dcea28035f31d40190ffdbe3b9",
+            "apl-applied.float32.npy": "fdf109a508386778317a5b9c57081e5f115e8e495ca83f761c9e81c92332f742",
+            "apl-pending-tail.float32.npy": "69920c5a06fdd2759a366494584c97c9b6762e1eddfcdf12cdb947fd149aef43",
+            "apl-timing-audit.json": "b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b",
+            "requests.npz": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "21684bbc3c40daed16d9fe77f2cbd70c0a53602d093a5021d9d7252223c67a9a",
+            "summary.json": "c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828",
+            "tick-state-hashes.jsonl": "6f47fceafc2ed9e12553f3a69cdebd804e81c3efa2b47f57a821160103418028",
+            "queue.jsonl": "3653e9d1d583cbad894d08cfecbda4064ba0264a28757655ea61e5fb65c37680",
+            "requests.csv": "486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "a751cb4df4c5b5225c088163473ae95f46ea73f5dde547b2adc57b026eeaac0e",
+            "apl-state.float32.npy": "5e09e2ba08e3a4f60d9ecc9665d5e4611d8f4b8538860c8e920278fdd9cbeea1",
+            "apl-inhibition.float32.npy": "43a61c0e6e13f4d8a372c7231b0270683a32778592fa04bd3ca00ddef9130664",
+            "apl-applied.float32.npy": "581ab92ff93989b3717da7ac4dca9f534fb6284d6f44465e2cebd416ecd82609",
+            "apl-pending-tail.float32.npy": "686f688dd735d007e0403fabb78d8d17bf16c23a99116ab4f6545951cc497804",
+            "apl-timing-audit.json": "d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-01-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e",
+            "requests.npz": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5",
+            "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+          },
+          "output_sha256": {
+            "state.npz": "f1408eaa99b9c00f1a21141200549076bd03c30c27513035a6626504efa817cc",
+            "summary.json": "d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76",
+            "tick-state-hashes.jsonl": "54fb91aba3d28446bb03a9fc8e634ea88e267d987039c2d096d35a76110cd43f",
+            "queue.jsonl": "cb3a5fc8841a72484215a950bef4985cbbac0704b8c57505a42cb99277d7dfa5",
+            "requests.csv": "e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "cb3209e7359292681852ae1644467be873cb4e4be396eda6f91619b00a0e6a0c",
+            "apl-state.float32.npy": "c641c9496d6d29e67f6740e304ef5bf51a8a97936a6ab49625d2f1f5efb517b6",
+            "apl-inhibition.float32.npy": "2ec57704a4c2a2909400b704bbcc89ff437c23a4a7f9851652cc222e8ca6ffdd",
+            "apl-applied.float32.npy": "16d4647113ba900dbbce5963d0f700ee398cf7a750b81715af8290757f803587",
+            "apl-pending-tail.float32.npy": "7659de43d0ed8c152abfa4378983ccf4d59c01ef062014aa61b6ad97ec2dd06d",
+            "apl-timing-audit.json": "4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+            "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+            "summary.json": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41",
+            "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+            "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+            "requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+            "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+            "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+            "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+            "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+            "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+            "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+            "summary.json": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010",
+            "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+            "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+            "requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+            "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+            "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+            "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+            "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+            "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2",
+            "requests.npz": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "88aa08ec39a69b5595c4ca864dae876b8a365cfd2c03a546bc5d8980eabddfcb",
+            "summary.json": "c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4",
+            "tick-state-hashes.jsonl": "c4be0506e09e2c6b5746fbd562df49d07310512bcb9ab513a3a0c3076464c29d",
+            "queue.jsonl": "b30bc8ad54072cf6f0cbda49ae4b701bf95053a9d9326b14234fd443f529515a",
+            "requests.csv": "54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e95f9e89d1cf3fea96042d04b19d79b5f06ce41436e8f56fe54923b6494d0975",
+            "apl-state.float32.npy": "25eb491455ce49ea9d952ff6532be6087a6432aebf919c6103e775480df959bb",
+            "apl-inhibition.float32.npy": "1b6298b6ce9d36809200f2f5406db41d31ebec3ce65baed8cd5c66cfcef0c7b6",
+            "apl-applied.float32.npy": "29aee52a389061ed226c01b918d77010536c0281527aea1278844695fd421933",
+            "apl-pending-tail.float32.npy": "846dcd2a5592c9ce396eaa067d20b879c5473be4850583126d92e5aa96ac786c",
+            "apl-timing-audit.json": "729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5",
+            "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+            "summary.json": "d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01",
+            "tick-state-hashes.jsonl": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+            "queue.jsonl": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+            "requests.csv": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+            "apl-state.float32.npy": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+            "apl-inhibition.float32.npy": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+            "apl-applied.float32.npy": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+            "apl-pending-tail.float32.npy": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+            "apl-timing-audit.json": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4",
+            "requests.npz": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "aa9f4facb000dddac8409ad44949512a380338f6cd29f48c323a547883e55798",
+            "summary.json": "00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0",
+            "tick-state-hashes.jsonl": "77056dbdc92bd907459a27ba6cbc62b8916cb81a80cedc71ef2d4845df7a90bb",
+            "queue.jsonl": "11a7888344c9ce7ab6cb30abc6a1a55c876db64435a5bdf0cbc773f1818731a1",
+            "requests.csv": "ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "0188623f42b543d571886ff96be6d5aa483d80afb7914081880c5c2dbdadb87c",
+            "apl-state.float32.npy": "5f455f22891c2952ce845f3f6186585a9fa539b4b91d0032b55059db648b7190",
+            "apl-inhibition.float32.npy": "571014f8ce49b1c059225bf194c29cc75ca53921f8d8d01c87e0a4dcc4b730d3",
+            "apl-applied.float32.npy": "d2c9e86d2d6ce1688783d800f6a3ab35b073d1c2284970922c270867b7dfbac2",
+            "apl-pending-tail.float32.npy": "1953992a01781f2d413fa99a3af45e80ff6e0f4e2ee440c34c7e4f76735d9b45",
+            "apl-timing-audit.json": "ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-02-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843",
+            "requests.npz": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8",
+            "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+          },
+          "output_sha256": {
+            "state.npz": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+            "summary.json": "252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8",
+            "tick-state-hashes.jsonl": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+            "queue.jsonl": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+            "requests.csv": "975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+            "apl-state.float32.npy": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+            "apl-inhibition.float32.npy": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+            "apl-applied.float32.npy": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+            "apl-pending-tail.float32.npy": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+            "apl-timing-audit.json": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+            "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+            "summary.json": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83",
+            "tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+            "queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+            "requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+            "apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+            "apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+            "apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+            "apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+            "apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+            "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+            "summary.json": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5",
+            "tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+            "queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+            "requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+            "apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+            "apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+            "apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+            "apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+            "apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe",
+            "requests.npz": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "bf342f4525ef90a7a287465334de2045bef68df088dc235508ea7f2120dfa2a9",
+            "summary.json": "708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e",
+            "tick-state-hashes.jsonl": "238822284670a6189d1d1f6e49d4e924ca3e58e0bce264ce6e690e19557fc851",
+            "queue.jsonl": "70d03b330bf82d0a066799496021114c0f2fed56fbcbaf818c786d9b6b9b229b",
+            "requests.csv": "5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "b0691295e1b0e366297b95ba1455794d6d6bee96f8aadd302630daa5f8731c36",
+            "apl-state.float32.npy": "9399c1d327f71d83adac2888a9b0bb920c05c6c6450354c963432845f29a8069",
+            "apl-inhibition.float32.npy": "32ba243f86f669cd3833a4c44bb1b5c065e82e438c975eaa46ff605b7bafe9b4",
+            "apl-applied.float32.npy": "51ca3fa3a18758fe13b9fac36bbd891db0161fbb8bfb789eae9c2ac07037be12",
+            "apl-pending-tail.float32.npy": "268a23b55e8d0bc1df8e43eaf6803178c8a6da95fc384c6ee9334c78f5c6c310",
+            "apl-timing-audit.json": "cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e",
+            "requests.npz": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "83ab60a645239b11409c58851bf75ced0b5a833ce5c26bb336fb3ebd7d060d35",
+            "summary.json": "941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af",
+            "tick-state-hashes.jsonl": "25db496c39e14b10da89a4e60f9329e12d27ee22adfa3efd528c6d682e5b8804",
+            "queue.jsonl": "31a5d1027f80dd7ecd9b1c07c08d413156701f81b044c2d9f1edd78020b8cc55",
+            "requests.csv": "e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "fadca0e3329b77b26598e5633ec94b92cc1bb98a9f7bf9a6d99e2411f52034c1",
+            "apl-state.float32.npy": "a21ea92e32d0aef47442dd92746f0421c6074b6307af70999aed9c61f360e473",
+            "apl-inhibition.float32.npy": "f6e98556c7bc01c16e236d0cb1684a0509aec956d0f556f823c598b52b4a5080",
+            "apl-applied.float32.npy": "b861150bc7cde4881734daa30c565253ef7d2776f7e6cde47aebd648451bffb3",
+            "apl-pending-tail.float32.npy": "f3619db9dad5845bdf4ff393babe6d1b5ce6b4341bce0a336c5ef4874a53be43",
+            "apl-timing-audit.json": "1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0",
+            "requests.npz": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "01eea0d8e1ed4974780e73980da667cd06351763c4b63ebabbad2a937607c461",
+            "summary.json": "5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e",
+            "tick-state-hashes.jsonl": "11a43f493d4870171d9b316f52b3f135fc0c54e7d727134708adb25c5eebc31e",
+            "queue.jsonl": "01a95f92e7549db2f0111fb7f2e47c833d3dde3de2134d09797f47cc54c69a0a",
+            "requests.csv": "eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "0ff7b8bec366aa72e3861cc4ea790a2c8b1e1120c20c9d32772e750e183236ac",
+            "apl-state.float32.npy": "54f09dbacd1818a192ada665ab239eb36b3ea92c8bf3ff6a94263acc4402d6d7",
+            "apl-inhibition.float32.npy": "8c3ac46197fd40491144afed0cf0625b5e3311be98b14fec608ab528fc162132",
+            "apl-applied.float32.npy": "c14c9d7d52845dff9744c1d2d57200031f22f31c71e9fc7f65b3f59f65db8fc7",
+            "apl-pending-tail.float32.npy": "e567e92bccc273f415d57e22e6363f58aec1db9e2d293edd0c1f28f10b11a884",
+            "apl-timing-audit.json": "c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-03-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca",
+            "requests.npz": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9",
+            "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+          },
+          "output_sha256": {
+            "state.npz": "a967898e0d72182731bb1bba7db52154029e715c75fe26448406d328cfa684d4",
+            "summary.json": "d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e",
+            "tick-state-hashes.jsonl": "3a10b3b69d630712b2729cf89ef8fa8f8e767da5b811e3159fa13f456c54c4c0",
+            "queue.jsonl": "90932d8090fab5045c517f88080a5f4e74965768244eef545fcf02ac5a40a1c8",
+            "requests.csv": "d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "fb385d7bd37e75eabb209093f0e8b7b6bf0cb225747c354b19dc97ed64fd904e",
+            "apl-state.float32.npy": "e4b0a3ee774f8347664fa03e5f89130e05b842089f8aa37fef3e076dc884f9c9",
+            "apl-inhibition.float32.npy": "b9ae52a9e5b4651d7ab05e5c250749b9363c552b95b54647443288eb1bd6f640",
+            "apl-applied.float32.npy": "98f0aa6a6f6234bc4c846288b899bad1c164e6ed32e7e2dce4433fb98a4dc28c",
+            "apl-pending-tail.float32.npy": "111b65b1d47687a9eb21a0ab6298e072124d0833d3dc50ec1b199356fa5cf228",
+            "apl-timing-audit.json": "2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+            "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+            "summary.json": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327",
+            "tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+            "queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+            "requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+            "apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+            "apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+            "apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+            "apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+            "apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+            "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+            "summary.json": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b",
+            "tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+            "queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+            "requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+            "apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+            "apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+            "apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+            "apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+            "apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b",
+            "requests.npz": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "607f8b5dfc12c3bdbc5ace8be85a4e78b798e691bbf45846e4f21004687a9638",
+            "summary.json": "4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b",
+            "tick-state-hashes.jsonl": "6e0587180b961fbeca8f51bb4a5a822a2549233c6f90e8189b8b4bdfe33ad6b3",
+            "queue.jsonl": "c4e3235c689e7e4bb1ee0536f79bf2b4138145167dfa8fc05d75873feeb50c47",
+            "requests.csv": "a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "74581cc09d41a1fee730cb1fb4130cc96fa92d486cfdff60f647fd0939d078f3",
+            "apl-state.float32.npy": "61203302dda7523b2462fce5fbd7e8f2293ba7fda0ec229862ad9db98ff8e108",
+            "apl-inhibition.float32.npy": "1989e44d2fb0c278c6cb24b9b054462786f19b451534a4f7dad230f1c1ece4fb",
+            "apl-applied.float32.npy": "99effc91b7908363ab52e0629bafda540663986632c82c372e26e6c346a39b84",
+            "apl-pending-tail.float32.npy": "7604f9174dae95c930d444b1cfa50169dbc708e435c58c2c0d4aac3f75eb2309",
+            "apl-timing-audit.json": "30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b",
+            "requests.npz": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "97debb91a2e38380fc46f584a8b3e679a14a13f654518b696698603580eaa815",
+            "summary.json": "a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a",
+            "tick-state-hashes.jsonl": "c11876b83deba44ecd3706d35dcff7420d037497737e90027487f96df27031c2",
+            "queue.jsonl": "25953fa072d8d6076a2337416a22af9a1462d7a0f06ffa535c58e6ce2c374123",
+            "requests.csv": "f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "96fc82ed6310cc27784578e05a59669955694368f3ebceada5e02765d5437dc9",
+            "apl-state.float32.npy": "8ac6eaef157b3acf28c6b4ec2187c45038445bf5f61c66c636270e572b787ed1",
+            "apl-inhibition.float32.npy": "ccd1a686e4d06e56593f83699f5510e911cad5bb8e9a4332ade87b027531a64a",
+            "apl-applied.float32.npy": "1cf92da811c564035e4d1e637e40cf8d405a468c6c2db77de5747e6251fcf036",
+            "apl-pending-tail.float32.npy": "13c78c08f4b1ad713934113d224a131b1782f5fe12e6fddd92fef872afabaf7b",
+            "apl-timing-audit.json": "0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291",
+            "requests.npz": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "d00c9eab6ccac2fbeba61f97bdd9193882964790d7b265466b7767d358da80ba",
+            "summary.json": "570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373",
+            "tick-state-hashes.jsonl": "69d2b0cf300aaf693d344b3410cac96425841582160bbe905fd4c66cf0a945a2",
+            "queue.jsonl": "9a074866c9001333a0958b69f04ef762812b38543483d7f81ee3ae184390fa93",
+            "requests.csv": "4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "1396f5a1be048f79bf31239c2eede830f628240cea3977a8ae5704fbe40bce4c",
+            "apl-state.float32.npy": "3dbd9fd9ebdd38b4a2c1b4db7dc2f44dcc4baa184d8834c18ba9342fa3105f83",
+            "apl-inhibition.float32.npy": "d2f439ad9e9512b095cad88a9ffbea8e3c704430fa4a7ca4a55cd8291566c547",
+            "apl-applied.float32.npy": "1a2127d0890aee3f47a081f146901386541340fd6adc18b2d2c94d0cbd54039d",
+            "apl-pending-tail.float32.npy": "e793ddd9bc4d8f3e05426c52644bf42d4713fcdb6b6830999a03787fe11299e9",
+            "apl-timing-audit.json": "5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-04-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686",
+            "requests.npz": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd",
+            "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+          },
+          "output_sha256": {
+            "state.npz": "59b02c0684d04deca442cdf923d3cef558257bb6b2a9396273b6c5999978055d",
+            "summary.json": "4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8",
+            "tick-state-hashes.jsonl": "c8e1b6e0d501123efc9a7f1eca5df75d404bee4328d26e3a321211f32e8eed87",
+            "queue.jsonl": "6e0895b7c14ae8421f024d2906b6154a9e9460a61d9c49d9b9f2edfff8189cd8",
+            "requests.csv": "53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4515821a7f7381bcd4d88435f9e0214f2508ebeb261e0bd1165224c51684bba9",
+            "apl-state.float32.npy": "c16517629f56a343f7bf789eeff60c09b392699a8183970e78ccaeb7df32591e",
+            "apl-inhibition.float32.npy": "dd12ce00b162565bd37cda0dc2d4ab124d8b1e55bed9e6d2b33c96f29074f0fa",
+            "apl-applied.float32.npy": "adb668e11a4d58f8aa16d46156a1f832a275f971eb290d76b43d5a5f43dea05c",
+            "apl-pending-tail.float32.npy": "d405605e0a1a53e867cd4afeaabb4dcf1c4bf09e815fe7c8c664113ac530ddf8",
+            "apl-timing-audit.json": "e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+            "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+            "summary.json": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578",
+            "tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+            "queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+            "requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+            "apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+            "apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+            "apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+            "apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+            "apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+            "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+            "summary.json": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599",
+            "tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+            "queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+            "requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+            "apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+            "apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+            "apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+            "apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+            "apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9",
+            "requests.npz": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "7b6dfa094e47262efb067ba9ee07989e0dd8004b6823816c5f5589646e4cfd74",
+            "summary.json": "247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05",
+            "tick-state-hashes.jsonl": "61594c4cdb2c6343ae3732d9c2c276050ebbe097f4f2a8ff8bab313d96661331",
+            "queue.jsonl": "fc68e6892946a34cfa528d0b404c91eab558b70442c79e1c928bb4264fc888c1",
+            "requests.csv": "c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "104e43ae5c361660d09ae7788fae81cb21714614998c1f7edccda866b32b1373",
+            "apl-state.float32.npy": "d69df4a607d99075e66368908142399e9e0f85d55e1a1e656cf92343e49f2987",
+            "apl-inhibition.float32.npy": "46339f69a8fc64b25c5b9ab9647e44b6ee0da09f7e690b94d7a4e3736e0e8eaf",
+            "apl-applied.float32.npy": "c0dd0894703aa2509503a6ca67bebeed7e140c5ed244d1789b4b6bc8b1d119a6",
+            "apl-pending-tail.float32.npy": "3345ff1d47566c006511fbfa57115158227df470062dbbf7101f83f2857da679",
+            "apl-timing-audit.json": "f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c",
+            "requests.npz": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "3c51b59a3bdd09f394977a79bd22e59b668c823ddf872f5325a7ffc4ec9e630c",
+            "summary.json": "5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f",
+            "tick-state-hashes.jsonl": "93a12b8f0fb636005e050678fa725dc4bd61ba4f4434dab843feb74871c704aa",
+            "queue.jsonl": "9569e7a052deb9f0454eea9286d80d024c1ccc207ee372d0e96653b9daccec37",
+            "requests.csv": "78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "a81205c1b11f03c0cf0e073bd827d504efa84f55430d744244dffe1afb1cc2fd",
+            "apl-state.float32.npy": "f5f998cc7300b38c34f20e54b6ea98d0d741ed88fa0f22b8e8e7975c14b126a4",
+            "apl-inhibition.float32.npy": "ec35a33136c98b40b37c095915ce67c40ad32ddbd0efb7330cba763155ab52d9",
+            "apl-applied.float32.npy": "d1b5033f3d7fc13328d84c83cc057cbd0ddcf12e1f475c452f0e0495002b9676",
+            "apl-pending-tail.float32.npy": "167b7347bf3b8d7061d9115404e765cd6d61bd54c7cd805c9a8b10fa7a6fae57",
+            "apl-timing-audit.json": "08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac",
+            "requests.npz": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "6e5b76b60b5a88b4405c2fa72d9572711fb325de35d7d5de22bada4ab64ce275",
+            "summary.json": "b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e",
+            "tick-state-hashes.jsonl": "e729cc4bfafa75c4d4e874dd188c9b4d53d0107f06ea6677717c5fd1d3775c5a",
+            "queue.jsonl": "be2b0e202a44fbbbdb23f9f6191361a30bcd06009816fb1d267a66555f547b44",
+            "requests.csv": "21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "eb32fa1b10885bbeed3a4816d75653e8649f52c5a1e47d191e08eb3d1f1a084a",
+            "apl-state.float32.npy": "879b83481ae03af8cea67d40e654a524dd61b0f6c01561c13d80dab982ca0e0c",
+            "apl-inhibition.float32.npy": "6d6a6301d714b7d7a5f5ff17d14309334058c3d0f2753d37eb6ae4bf081f0307",
+            "apl-applied.float32.npy": "e0c690a30b1a3f8f2efe2fd1659553997098c7ee01d13e8772bddebdb58432a6",
+            "apl-pending-tail.float32.npy": "98d7864e8d56cc31e20999cc51ee9f0e5b724bdccdf3b544a083eb974b348add",
+            "apl-timing-audit.json": "6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812"
+          }
+        },
+        {
+          "case": "seed_validation-physiological-05-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993",
+            "requests.npz": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e",
+            "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+          },
+          "output_sha256": {
+            "state.npz": "6d050b7307b9ad3ded99b4c9ee6eead328315b78807a6ded3e608e428502a76b",
+            "summary.json": "1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220",
+            "tick-state-hashes.jsonl": "9576eae83c459bb1ab25daba9450165ee8b15c946222a79e330afe93ae2a5f96",
+            "queue.jsonl": "811c6375fff5acb60ed78bc75baa072b22aac64a1b7c1026520f18369359c366",
+            "requests.csv": "2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "b6813c80f16c82360fea7f33223db89d6c88a75badc81cda5b999d43c038bdac",
+            "apl-state.float32.npy": "c7529f8f4697ff53b13133b30876f5edec4ca77f47720a7e60d2bf271d304ab4",
+            "apl-inhibition.float32.npy": "1e79f79123d80fed98d090a1be925b385032b532687d82c0165046784e9bcf3e",
+            "apl-applied.float32.npy": "f451f606c3c2b30cca977823e4dd5c9073c5e0b2f729f50f79ecf2ebee22fbb9",
+            "apl-pending-tail.float32.npy": "40bdfc8b46bb78cdd156999ad08bb5f413ce0f749ad029ca127e002cd1994435",
+            "apl-timing-audit.json": "485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+            "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+            "summary.json": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d",
+            "tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+            "queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+            "requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+            "apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+            "apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+            "apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+            "apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+            "apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+            "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+            "summary.json": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba",
+            "tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+            "queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+            "requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+            "apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+            "apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+            "apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+            "apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+            "apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776",
+            "requests.npz": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "665bf1c4645a73eea8ad87d586fb0f815461946b72ef007a356bb3ee603921b8",
+            "summary.json": "b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809",
+            "tick-state-hashes.jsonl": "14349a36219a462c78fa1c77f30819ce26beeda29775378acdee45521bb0bb7e",
+            "queue.jsonl": "336f7a6a70dcca648395410b48ac774e704ef88dfc5c433f19bf36c06c8c0a32",
+            "requests.csv": "2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "fc037bf3efcc78821be8fc016b36f30a70da8165c5a681a56a83cc7c1db87326",
+            "apl-state.float32.npy": "e2a4e90b3c237957bf21b5bef83ea6bbc9b848e53b0d254b8cc495f61fcdd226",
+            "apl-inhibition.float32.npy": "61384432c32e0b150f329f6de4c62964f064ef0117959a6c777838325f5d5778",
+            "apl-applied.float32.npy": "7895e4bef3945ae98a9a0fd2d777e25e30a2f37e79f31189d75cfc5e1c4d5826",
+            "apl-pending-tail.float32.npy": "e3ecc3fac2e3a6408f3fab70ab9d706b2fb5b7b3250123907af7839713db1489",
+            "apl-timing-audit.json": "5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42",
+            "requests.npz": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "2824cee2c0a114b9520b43a8c5d9a5c94aa50d877d1ed9665dbd65032083113f",
+            "summary.json": "bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896",
+            "tick-state-hashes.jsonl": "7f1652a3029cc8a69029ad06f826f0317e505c75eae0db7dd9e694fb29121f55",
+            "queue.jsonl": "99e74ef592bb9d3400dc040c17510fb0719028602981efdee9734f047ace26e2",
+            "requests.csv": "028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c03d9909130fafc3edda144476b3a4057997ff169c857834dbfafc6820fa1d9b",
+            "apl-state.float32.npy": "f6dbaca249a96d22aa288e4fd4e43653a3fe742679452b76433e286ef957a014",
+            "apl-inhibition.float32.npy": "72c7cfa7574558100b1aff4472d2d55fbc9e350a123665de08b7158c823f16e3",
+            "apl-applied.float32.npy": "dbe2c011f81acc321f0e4c34923215b24d88fd27b35f4bbae1ca022fd6638d64",
+            "apl-pending-tail.float32.npy": "54dce144c80cd577293e0d6fa3380aa0778d5a346a9c9b812f1df6b4f3dd0ef6",
+            "apl-timing-audit.json": "26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207",
+            "requests.npz": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "f6335d275e09c3e49d4a52440d159e8ae1e5b854ed958dde6a6c08d27246be58",
+            "summary.json": "2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054",
+            "tick-state-hashes.jsonl": "e70ad9bdb96a8139035ace249a443804ff397faa381e908f2da8e4d06ba234cd",
+            "queue.jsonl": "1bff8aa19b6ebd1cbe004d6cd8a1d6dd0aac7620b584257f138f1112833a949e",
+            "requests.csv": "61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3fddc3810ace6d3e3e99120dd416f5235e2dbd1fd68f63e51c9da1d3b809a2d1",
+            "apl-state.float32.npy": "47caa20494d1c49bd51fbd5fc79b34be89463cc221c70fb8ebc31720455aef44",
+            "apl-inhibition.float32.npy": "7cc2e6ad51fc3abdcc492ba53c569c405d850be1520370495b6d70c8f0de0f09",
+            "apl-applied.float32.npy": "49d7578ac199ad1857413745beafc42ab23daea4e07f567072991281c04381e5",
+            "apl-pending-tail.float32.npy": "7b25216084402f9cc98b66bc91a3839d57e582475de90564b73650880bddb083",
+            "apl-timing-audit.json": "1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a",
+            "requests.npz": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112",
+            "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+          },
+          "output_sha256": {
+            "state.npz": "059371b6908d4d1cbf99f05dde1dd4ff7c7a512803128e344746a2f10a2f4482",
+            "summary.json": "e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a",
+            "tick-state-hashes.jsonl": "09f8264f763889baee8ede5abc4a527de492fc129058360d828356903c6ac05d",
+            "queue.jsonl": "be9ae0ec9ac017175fc9d1f3f6bc487bcefffca0873afc5b2841df24b73de410",
+            "requests.csv": "a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "beb1462b25f55b7e82049534831ab2f01e50aefafce9aa60168e158d4b9c8ec5",
+            "apl-state.float32.npy": "400a65e3e3d52a5c8165f9d52e55e0345242553e7716cc2b02cbb37e251895ed",
+            "apl-inhibition.float32.npy": "ce1cf766729bde413fa9c295e4586846d7b9a9e105e37aa1641cd5388b669eaf",
+            "apl-applied.float32.npy": "491f5de3e1e27d5088414102e5fc769291585b30ee4a5048554a6f046065be76",
+            "apl-pending-tail.float32.npy": "1f856cb3e802ac0b7a73ba743cd22d4b08d25c2cc0a6b054c855cb77cd0b880d",
+            "apl-timing-audit.json": "3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+            "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+            "summary.json": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2",
+            "tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+            "queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+            "requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+            "apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+            "apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+            "apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+            "apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+            "apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+            "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+            "summary.json": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b",
+            "tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+            "queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+            "requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+            "apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+            "apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+            "apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+            "apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+            "apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177",
+            "requests.npz": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "6f8189155c8ad720abb8cbd1d5d5c303617da052a48570a021c2aa1c703807f7",
+            "summary.json": "fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c",
+            "tick-state-hashes.jsonl": "705e1fc46ed595d3dc3f1db48703a14245bb96e05019181beade63bb67d5ac4b",
+            "queue.jsonl": "be5d9f24a0372083cd76a20c5cbb443e3777b5daca69e1e987d1facf3a569ddd",
+            "requests.csv": "68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "f92dda4f06ec33312ea81573eaaac090c21a27a4e878173d2d1145f585bdd31e",
+            "apl-state.float32.npy": "f1e49a734f4c9252a5b1dc7da67fb041f4713d464be9207d923e5db31fb0898e",
+            "apl-inhibition.float32.npy": "0342943c3308d07ca2f207c4ee8aae2102bd14ebea139f6794a549d07bb44bf3",
+            "apl-applied.float32.npy": "c7833efad2747ae96ec72ab5bb9f531b71612759711996547365174c77da53a9",
+            "apl-pending-tail.float32.npy": "9534db7715e0b338a601f8f1fe8ccbbf11666425bea9df95fd588c247f37eff9",
+            "apl-timing-audit.json": "f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706",
+            "requests.npz": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "18d8b3e1e51d10cb2a74a8e9f3aef1e0e6b598bfd322f78c0b84b16b54d66313",
+            "summary.json": "bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51",
+            "tick-state-hashes.jsonl": "260829a90f927d54f7b0bdbe9ae01d2e05bf86d8e7413a431008a4a39515ccec",
+            "queue.jsonl": "1d4091d244380ec0b527da27acb690c3aa002e5acde6858cf8b984ebeccb8d0b",
+            "requests.csv": "fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9c19a3544a72260451b745a14cd137c0f3f7171c251a889a4adb4a8afab4ffb3",
+            "apl-state.float32.npy": "d5c1dc1b5a4cd480cf887220336757c6c28733bd90d011fe7478e2c86ba9d377",
+            "apl-inhibition.float32.npy": "b4db70be29fd109e60606610d893f1d33b7e3b95b0dcfaef6362a5e5400f9bbb",
+            "apl-applied.float32.npy": "df4d2f70cd2e9587ac99d2df22455f0d67ebbfcea84b722547ef896d5205d6d3",
+            "apl-pending-tail.float32.npy": "1642254dda2b75257f52ca964883522131baad635831b0c175e65f146dc1404b",
+            "apl-timing-audit.json": "55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3",
+            "requests.npz": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "eab329d941dcab221e0d540702b57c22c07cb6abccdb8a49d8ddaa5ec9ffa92f",
+            "summary.json": "f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42",
+            "tick-state-hashes.jsonl": "9961a7d82db1a2d9f6d1730869e71bbc8fed7e55c547b3305554caffdf015418",
+            "queue.jsonl": "ff989d17ac5879ee8e4cb3f904a89322285ef400080b7bd2350d16716bff8e35",
+            "requests.csv": "fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "0f94d5bde680827c26dd74a61eefd317fa3be3e9326666b244254f78347a59d9",
+            "apl-state.float32.npy": "fe05d21b1190c3c0849dbe39c97d0c0aa267664dfd7503661ad1e253373ee648",
+            "apl-inhibition.float32.npy": "58058733f16dcd673994c0b024b5aaed73bc23ecd14bbd3812e1c844d7ea006f",
+            "apl-applied.float32.npy": "f4128f628d87a083846ecb6378b5de9eaea57473047215218cd3f9c48e41d7da",
+            "apl-pending-tail.float32.npy": "899745dcffbbb00b6e1c6d4847c0a5e79e5a806aea250e45aa1be14ecf7f0a99",
+            "apl-timing-audit.json": "9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-01-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d",
+            "requests.npz": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc",
+            "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+          },
+          "output_sha256": {
+            "state.npz": "3ef1d8f277e8896d7020ba19256f3ad4cb36be8685edf0d774d9971425d01222",
+            "summary.json": "fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474",
+            "tick-state-hashes.jsonl": "d860b2c0b0fb807ec977811e560bc5b318a13a17338f91fa68844311cbe8b483",
+            "queue.jsonl": "5d9897670b236bcb6fba9a70e98a8398cc282c4507f6fd67fa5715624c7f37b4",
+            "requests.csv": "69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "221b2c8cbcbe34d1e06202be291743836d2e60d95e39983c1044fa3cf3029888",
+            "apl-state.float32.npy": "94d800083903c24958737567fcacf94f2999f67d22c27a67baa9e01694fe61a0",
+            "apl-inhibition.float32.npy": "8392107b9e7261a421a88d994603db1245f9c3d6bacd96404e794442fcee00ac",
+            "apl-applied.float32.npy": "859846cdec8667125f07e0e33a786ec9a5921aeb1b9b8af60389ea0cfd4f78b4",
+            "apl-pending-tail.float32.npy": "b5224cffeb2225b7c934f44817d2bc3d187579f5ed3adb8ad804a70259a196a1",
+            "apl-timing-audit.json": "61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+            "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+            "summary.json": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f",
+            "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+            "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+            "requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+            "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+            "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+            "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+            "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+            "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+            "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+            "summary.json": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992",
+            "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+            "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+            "requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+            "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+            "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+            "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+            "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+            "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389",
+            "requests.npz": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "5cac1dd26a8a1a69e24a897fd515c10355f14c81d2a6bc90d2df30bd9c9ce8c3",
+            "summary.json": "f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2",
+            "tick-state-hashes.jsonl": "32b53787eb3e7354ab49a15174061052e878167f9d51fc89887185ff3c67bbb4",
+            "queue.jsonl": "e0efdbebde38686e4f1303cbb08a0b7960c0b8438d8f5b7723abf9717e5f1464",
+            "requests.csv": "1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c097e1da2aa64410aad707e2537ef37b389eeb95a83a6298c1a62ec84abd680c",
+            "apl-state.float32.npy": "75ce804b8837e0398e03f3d948e284e0f82ccfcc8a1c9aeb528ca1e8c5adb019",
+            "apl-inhibition.float32.npy": "9042d172f9875991ac5c8b8ae84e104c5ed24128b176436206d6985cc074f8ba",
+            "apl-applied.float32.npy": "94db5586e2052018e8e1e6e200f2f15512325de38c8854984da95e4fa0fbe491",
+            "apl-pending-tail.float32.npy": "1359f5053f79f8746e40fe01164d9de8745e6ed25ade062ac003a964c1aa93e7",
+            "apl-timing-audit.json": "b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570",
+            "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+            "summary.json": "444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175",
+            "tick-state-hashes.jsonl": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+            "queue.jsonl": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+            "requests.csv": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+            "apl-state.float32.npy": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+            "apl-inhibition.float32.npy": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+            "apl-applied.float32.npy": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+            "apl-pending-tail.float32.npy": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+            "apl-timing-audit.json": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf",
+            "requests.npz": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "372de2ff56c797fbc025001a32b6c38b49cdfe05c33dff05bc8801342af71836",
+            "summary.json": "b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917",
+            "tick-state-hashes.jsonl": "256b56f56dbad3798c13c15ffe51cd21b3fd151b59c0c67d1e1407e85026e5cf",
+            "queue.jsonl": "bdcb7fed3ac2fa51a737abb0d42de6c69fc8c79bc05867a82b6b747174e7968c",
+            "requests.csv": "1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9c74db432d4c81b344b0592e5639bfca03a341e7538abeadc2c834c406373968",
+            "apl-state.float32.npy": "3c903c2f51fff96b73b2f1028c395790b04494a003a172d6722d9782d1362a72",
+            "apl-inhibition.float32.npy": "fca5bdab47569d9494e54865fd71faddbd487d9cdc85ae1eaa62777b8fa29010",
+            "apl-applied.float32.npy": "b3ba1df14c3bf09cc163fcebac087abc113ee76e71db110beb205fb8809fb5b4",
+            "apl-pending-tail.float32.npy": "d94c071cb75ea8ebccba276164e54a61267cd9fda594e73230d3ec3b4ae6c7fc",
+            "apl-timing-audit.json": "005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-02-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17",
+            "requests.npz": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce",
+            "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+          },
+          "output_sha256": {
+            "state.npz": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+            "summary.json": "a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3",
+            "tick-state-hashes.jsonl": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+            "queue.jsonl": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+            "requests.csv": "286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+            "apl-state.float32.npy": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+            "apl-inhibition.float32.npy": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+            "apl-applied.float32.npy": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+            "apl-pending-tail.float32.npy": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+            "apl-timing-audit.json": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+            "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+            "summary.json": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6",
+            "tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+            "queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+            "requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+            "apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+            "apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+            "apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+            "apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+            "apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+            "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+            "summary.json": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e",
+            "tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+            "queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+            "requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+            "apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+            "apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+            "apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+            "apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+            "apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202",
+            "requests.npz": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "a55b95c71b826f92214c1ca8b5b74863d894bf8ae4937f4a5958c783d35e9990",
+            "summary.json": "a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c",
+            "tick-state-hashes.jsonl": "ba99446869fa18c70bbb1d75504438f600ffbb5a74e2106ca74026a362176fba",
+            "queue.jsonl": "0a01e0c4c67370afa3a64d83c403b5c0e6c443b343afe2c3037c7f760cc25738",
+            "requests.csv": "e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "44f63ed5dbba1a0ec234e7a15440880c35942cf5f22e1059d3ba48b493dd41db",
+            "apl-state.float32.npy": "c7160f94e7cb273e8fa76d3a35f37bf2e0a0e1b823f1bf1417d769799e8fe395",
+            "apl-inhibition.float32.npy": "a5d88563086faf137c6b61de0f3434d35da5b38576c4240764f3a990ddf8d7d3",
+            "apl-applied.float32.npy": "f3ecb81ab39c55413f4ea6bf5c36cbce5729db66542f6af93efe172ede94702e",
+            "apl-pending-tail.float32.npy": "b3c2780c9aa987de00fa9659f7039c3d9ba147134b6497221d9971ed012c53f8",
+            "apl-timing-audit.json": "de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f",
+            "requests.npz": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "22070c25f27bc2c4db39fd2d84492c4afdcb18ac92de18890d1e70f4bcb10435",
+            "summary.json": "b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0",
+            "tick-state-hashes.jsonl": "c60cbf6567ff07bc3d6d4c1cc861bf3d334f1bd16a17489f4acdaaa09c83755a",
+            "queue.jsonl": "5d4b52d65e255badaae0883390e0c528498b6fb7afbec00bd9469d68aad70da5",
+            "requests.csv": "5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ea15382a12f64e1045ae3d3e62bb00a9cb56a5393878182e607b0848c2f48b63",
+            "apl-state.float32.npy": "72b791126d6de23d97f1015aa551bd6dbb301559097aa65305b0c3a2fbb8a6fc",
+            "apl-inhibition.float32.npy": "614f98d70ed1e6453632d31138b4aebaf5566feaa0a832d874e858e9781a3b97",
+            "apl-applied.float32.npy": "99d2e728be760f6ba95205388fa7a997fb43da5f172a6ca73206a2fb90ea3308",
+            "apl-pending-tail.float32.npy": "6b2072e85fefeee40f2b60e34d2d19344e2f94c641d1b18a68be217b7f8f0c3e",
+            "apl-timing-audit.json": "4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999",
+            "requests.npz": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "ac13317f77a09dfdbe84d46073b26aba856a704041577887cf8c4c99a016e6f3",
+            "summary.json": "12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688",
+            "tick-state-hashes.jsonl": "6c9bae47bcf610bf55566063a63b4a4ca306ac6e6ea1144ecd6cdd0098715228",
+            "queue.jsonl": "d7186c70d3a9b1444207785b61be257e9f25a042e0b794a08b043888a42a8f9b",
+            "requests.csv": "5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "976169806d6849ec5d8c57a31f0eb7a78738fa5451e00d2dff85e2cb25d5ba3c",
+            "apl-state.float32.npy": "389f0b6de28d9ca8800387d179ea24ff514281e850386b6cb0c8b49c1bfcd57f",
+            "apl-inhibition.float32.npy": "8533adf1b558b9fcbb2eacdfb31ea9c70aa7e11657efd8c8ca3939c23d55465f",
+            "apl-applied.float32.npy": "cccbeffd83ec6d048869c2d31c870cbf1b02a3b3eb8479558c4c8bcfc096a3dd",
+            "apl-pending-tail.float32.npy": "234e4faa7bad078947cdedb740e2b98284ca82f6fbb83389d6af21e87d460996",
+            "apl-timing-audit.json": "52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-03-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a",
+            "requests.npz": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba",
+            "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+          },
+          "output_sha256": {
+            "state.npz": "1343d714b4a52af3ea23f74c4435ad52fb10640154fbfedac67de72d4ed8c4e4",
+            "summary.json": "601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f",
+            "tick-state-hashes.jsonl": "517c7863d58c54b7c426e0069bf31b2da2ded8703d1e46f6ad87768409a7ce34",
+            "queue.jsonl": "e81e8417b88f4fbb058590ece6503fb5613c2532bd185db3c5c7ee00e9e4d797",
+            "requests.csv": "38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "b247daee44dcd581b84b78c439f05853dfc85760f8a92dfa0552331938dd0dac",
+            "apl-state.float32.npy": "b81d7fb192af682ff294d938b0b5540018783a47a593857875c013c225afdb90",
+            "apl-inhibition.float32.npy": "9b29282990babc4c259ff3ca395590c07ae9b9fbbb946f26f4e064b486f7eb27",
+            "apl-applied.float32.npy": "752af4573b949bc7810f67d2bd4df33064eb9a1955f4a379f809850cf7e1ee62",
+            "apl-pending-tail.float32.npy": "03dd11edc0d8f03e41f977c737ab94d20b0e2b49efa1563431894883a0bf536f",
+            "apl-timing-audit.json": "987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+            "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+            "summary.json": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db",
+            "tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+            "queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+            "requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+            "apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+            "apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+            "apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+            "apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+            "apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+            "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+            "summary.json": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777",
+            "tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+            "queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+            "requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+            "apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+            "apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+            "apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+            "apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+            "apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286",
+            "requests.npz": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "30b6d5e31d517957d938c59e3bdadbaab4ee65d155c8bb105692cd12fc006422",
+            "summary.json": "88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203",
+            "tick-state-hashes.jsonl": "699ebebb485e259bd3be618444bc7121f15fd6420f05257751c7d1a7ede3baa9",
+            "queue.jsonl": "e14241a6c0f2d857c86117bee34358d1b10aa405b469dfde07dbef085273a4f6",
+            "requests.csv": "e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "b1d903b4e1107d4d2fa173418b168d9e135a22f6b0296786e9f48b59b227da0d",
+            "apl-state.float32.npy": "ca1f8e2a06c1321e300bf9f1619b380076217fc32dac1ee17ca103bd9449a926",
+            "apl-inhibition.float32.npy": "bc0a3d1d908a4429a4fd3b63e2c6171bf9cd21afa9cb5884e46ba971013a4f94",
+            "apl-applied.float32.npy": "9401bcd787319b556549a0d943958f77aa9c6a8cfce216ebbaa1ddf1ffb03150",
+            "apl-pending-tail.float32.npy": "9be13eeb482520ea358c2e97b9bd00fb25ece048672fc3a3cf88fd1921751ebb",
+            "apl-timing-audit.json": "11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33",
+            "requests.npz": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "235155408acd15b6059c0a8cc741da968c0e52c9ecdd70b7a69168cc94a516dc",
+            "summary.json": "3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8",
+            "tick-state-hashes.jsonl": "42f54a3272c6352cb36115ad8661c97caf4e5087ac749dcbdee225f2c95527fe",
+            "queue.jsonl": "5c67dbc42e5316b1249f9a190dd35970875078d458dd6fda8b663f8c87b0bb25",
+            "requests.csv": "42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c84778bbf445fe3b9d399dad41709f6ff3ff9f9d0562a4cd7a801e9d48c97f9a",
+            "apl-state.float32.npy": "da6329fa97ee1cea317bd86ac964ace8c2e2ddaab64126565bcbd7daf61493ba",
+            "apl-inhibition.float32.npy": "dd39937f5dba3a3086c1aeaba13794b96636b170669d20bddd01f1adb8c573e1",
+            "apl-applied.float32.npy": "619863f731689791b312753876bca9c364fa8f47679d03716b1ea976b09933a2",
+            "apl-pending-tail.float32.npy": "d66f0e05e2392d8e308eba49e04c53092356b7761e3087690e125dd35ba57330",
+            "apl-timing-audit.json": "af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef",
+            "requests.npz": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "39471f6747314a45cb97fd07ebe241d6c08f5b4d33436a6b076cb2f4e7e992c0",
+            "summary.json": "6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc",
+            "tick-state-hashes.jsonl": "858363de98ade956848bf11dff8b1287932db2a5dc71bcce0bc87e9fe2dddb33",
+            "queue.jsonl": "f662d1dbebd67e11a61678297def7a288e09e4bc8a1b16e62524825effa9d8ef",
+            "requests.csv": "c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3ea6f34e583531f9764d58cfcdfe23ff431bd6209397d75d1e63ff09d7267f86",
+            "apl-state.float32.npy": "caf3884d37796b263319b40b868aee56b273cefd8f3ef6e97433b723ca76e9c2",
+            "apl-inhibition.float32.npy": "9278f30e1dddb7bee71fa7c5768e00d8f061d4c652e720b690821fb5457d9b45",
+            "apl-applied.float32.npy": "565bbc53a8e90c1bc60f7960d26b8d7904448ca1795f7b6d68b312feb413c77b",
+            "apl-pending-tail.float32.npy": "b25cf33c282a18ac7d645590b9afb9bc694def6425673e2c12b22d962ec11036",
+            "apl-timing-audit.json": "c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-04-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c",
+            "requests.npz": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f",
+            "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+          },
+          "output_sha256": {
+            "state.npz": "59517db3186d34b20c2700cdc74da4e1c7f56d653cc492ed5cdec3a62a6ccbf1",
+            "summary.json": "b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21",
+            "tick-state-hashes.jsonl": "13d090e9f419ee52c018b4c7a97acbf2bf7694f1eeaf163cc7d23caf8e7e2b1c",
+            "queue.jsonl": "28d3a50766f8ada02415bc084e9467cfff5815c9ddf275eb670ff850ce9ebad3",
+            "requests.csv": "60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "782dd568cfe93dd27f1f8ffc7d02c21e2452b1bd7669e416607bb2d305c271f8",
+            "apl-state.float32.npy": "e510fccddd271c1c477978e8d5c27a5b640ee4e7a71ca4e3ed3cb5fa23bc8836",
+            "apl-inhibition.float32.npy": "f742e9d47ebd4cf4b753e61476845cc350c4d0660f9a2e8f476a320c8bee9ac2",
+            "apl-applied.float32.npy": "d3dcf2f48c22838b25c20c360d67fe4c7d964e4407ef5a03e55d8e20a735ec53",
+            "apl-pending-tail.float32.npy": "ab865e5440f32a949897b036ad7d89baec3e6a10cb60fec192ebc03ef7d5db6c",
+            "apl-timing-audit.json": "ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+            "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+            "summary.json": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258",
+            "tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+            "queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+            "requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+            "apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+            "apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+            "apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+            "apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+            "apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+            "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+            "summary.json": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88",
+            "tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+            "queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+            "requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+            "apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+            "apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+            "apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+            "apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+            "apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3",
+            "requests.npz": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "7875d2578fd50d86288c13199519326f9c51a20579d8f8772f46b501fd7fa1a7",
+            "summary.json": "73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80",
+            "tick-state-hashes.jsonl": "29ebb3e9392049d56213a61be4ed65e14c733766d6a92af32f5f85af1ef58dc0",
+            "queue.jsonl": "80f20aeefb6d7feae4ba2baacf23f5be815e4382043ed99ab26dbbf1213619a2",
+            "requests.csv": "16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "fb052e40fc6f24a017d031071ccca4c350120deda45c53bce97a92768ab87101",
+            "apl-state.float32.npy": "1c105a88dcdca73440bca2c2ff17cbaf8ea1de022f0980f9f6e2d247258625bd",
+            "apl-inhibition.float32.npy": "7832d56b83d08eabc8d26b1cd75851ce3f5d4066bde338e823469194d49ffc52",
+            "apl-applied.float32.npy": "85bc9df8cdd29b87ab3971bfe3f1537780645478c5bf7eaa5cdedf622afe1d2c",
+            "apl-pending-tail.float32.npy": "989393fc21ef66b5ed6ca64ac0ce3a05154633e15e13d99ae84b3f17b40a53f8",
+            "apl-timing-audit.json": "af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a",
+            "requests.npz": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "20aa88c1e1e6127d9baa60aad54e44222df10d6e458091ae763c55e366e0ce37",
+            "summary.json": "541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c",
+            "tick-state-hashes.jsonl": "cb0be89a8400d6e2220a8c9ab0bf26756547c67f45a0710f993317a350c07e60",
+            "queue.jsonl": "cbd0794c0f1fe2e8ad5df5655993489846905fd4bb6e3cf672e0a155b4642ac0",
+            "requests.csv": "af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "6a84b1e0f735544e5539311496dcb3ecb22f9556c281a8974875f05a3aecc6a3",
+            "apl-state.float32.npy": "cdfd5e53ce04d1d6835f4ec88cef026c3e5a75488fc36b7fedb7ce159c8374cb",
+            "apl-inhibition.float32.npy": "071d0d12383668f9edc9a02b0698df010ca87b8d686ba23ca4a7edd4293ebe7d",
+            "apl-applied.float32.npy": "a8762791e25cd185d1add143276be5a8fd03f3d5e7b9e7df8ecd11f8c62dbaa5",
+            "apl-pending-tail.float32.npy": "d9d6a46f84d78ba613d684e132a209f24f110dfbf438b8c249acc185b6203568",
+            "apl-timing-audit.json": "1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0",
+            "requests.npz": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "2c6237c1f449d1af7ae5a196e5463167468253dd6d81efdde6cef6c82ed9e684",
+            "summary.json": "ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d",
+            "tick-state-hashes.jsonl": "d9162f970c9074b54106d835331db4858dcc1abe62bd9593aa8cce78454d7572",
+            "queue.jsonl": "db3271f47621db3e11881b7f62af0b4c6b5546951327652c5b7561401ecc7c98",
+            "requests.csv": "46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9c627419fd5ba2af857f141e1c34452cd03a7aae59c4af489b8e4fab9ed8f0fa",
+            "apl-state.float32.npy": "8e3dccf394d94aadd781c4d23827abdf1b546262c2a853eddb1b5c69448cde93",
+            "apl-inhibition.float32.npy": "0562710abccd5b834803ee89291fe094e52f98ef6a867efd2cfb443bf3d13391",
+            "apl-applied.float32.npy": "9993071a1eb382d1e6ec4cfcbd02a60fe23a9192c1e2f7bb5b469d94221c74c9",
+            "apl-pending-tail.float32.npy": "d216ce103c8d2ffb34353cd4d71f8baf71f194413465750f9a4dc3241c219aaf",
+            "apl-timing-audit.json": "b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d"
+          }
+        },
+        {
+          "case": "seed_validation-matched_energy-05-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2",
+            "requests.npz": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3",
+            "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+          },
+          "output_sha256": {
+            "state.npz": "851e63a91e08ce84a3837b72fbb9785e309cf4ad046afb63163abdec86370b13",
+            "summary.json": "109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84",
+            "tick-state-hashes.jsonl": "565b5273bc24ad3248b0da6d40b0cdcf04dc4ab32ef47ba54910d0c2ac05ac83",
+            "queue.jsonl": "e7cc10d14ec7866de8e44cd884bf38f605369dda545896bb7dc5b337908c5bcd",
+            "requests.csv": "a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "137d3aad0e38cbf8d698ac72a1c20597e5d07578951c7774918a2d99f412078a",
+            "apl-state.float32.npy": "e80b480602e67c8075b439caa1bd46aa3fde618ce43133c0082559a8e40814a2",
+            "apl-inhibition.float32.npy": "270c18b1841d0b4fef731975056805a20e68d6d533b3b5d146e29cc66383f33e",
+            "apl-applied.float32.npy": "b1afa34cbf9eacba04433fb54e445e010f3567370ff68d6f449ce6cc0aea7f71",
+            "apl-pending-tail.float32.npy": "ab64f9908b074fdad35df80050732c6b1532c09ef40367e205712865e8540686",
+            "apl-timing-audit.json": "74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65"
+          }
+        }
+      ],
+      "phase": "4AK",
+      "apl_delay_steps": 18,
+      "seeds": [
+        1073741825,
+        1073741826,
+        1073741827,
+        1073741828,
+        1073741829
+      ],
+      "duration_ms": 100.0,
+      "odor_ids": [
+        "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+        "LABTWGUMFABVFG-ARJAWSKDSA-N",
+        "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+        "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+        "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+        "OMSUIQOIVADKIM-YFKPBYRVSA-N"
+      ],
+      "encoder_audit": {
+        "panel_count": 12,
+        "cal_count": 6,
+        "novel_to_aj_count": 6,
+        "median_mapped_response_sum": 2.556107997894287,
+        "seeds": [
+          1073741825,
+          1073741826,
+          1073741827,
+          1073741828,
+          1073741829
+        ],
+        "seeds_static_audit_sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+        "cohorts_static_panel_rows": {
+          "seed_validation": [
+            {
+              "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_index": 0,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_index": 1,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_index": 2,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_index": 3,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "odor_index": 4,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "odor_index": 5,
+              "source_panel_split": "calibration"
+            }
+          ],
+          "novel_to_aj": [
+            {
+              "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_index": 0,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_index": 1,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_index": 2,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_index": 3,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "odor_index": 4,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "odor_index": 5,
+              "source_panel_split": "heldout"
+            }
+          ]
+        },
+        "requested_before_any_dynamics": true,
+        "historical_never_simulated_claim": false,
+        "old_heldout_dynamic_access": false,
+        "seed_namespace_universally_independent_claim": false,
+        "source_function": "Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies",
+        "source_sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+        "function_ast_sha256": "5dcedb699cc77f5a47ee6d91f52c93138ddbc23e37c9c8b28927e34370d92fd1",
+        "torch": "2.14.0+cu130",
+        "numpy": "2.2.6",
+        "control_60_original_CAL_arrays_exact": true,
+        "target_rng_column_order": "Original function output, unchanged",
+        "generation": "Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests",
+        "expected_not_realized_input_energy_matched": true,
+        "no_learning": true
+      },
+      "prerequisite_input_sha256": {
+        "validation_inventory": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+        "encoder_audit": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0",
+        "static_panel": "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0",
+        "seed_audit": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+        "KC_identity": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+        "frozen_D18_spec": "acb231fe2f6ee50a48bdd9abb1fd7422d7a77b6a471ad4e5793ef9a4ba9f9c4c",
+        "AG_calibration_source": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+        "AJ_calibration_source": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+      },
+      "representation_failure_is_not_numerical_failure": true,
+      "old_module_globals_modified": false,
+      "old_heldout_dynamic_access": false,
+      "historical_never_simulated_claim": false,
+      "requested_cohort_only_dynamic_read": true,
+      "suite_owns_sequential_unlock": true,
+      "shared_apl_component_oracle_limit": true,
+      "independent_oracle_equivalence_claim": false,
+      "seed_namespace_claim": "Declared static-audit scope only; not an unqualified all-history independence claim",
+      "biological_delay_measurement_claimed": false,
+      "candidate_generated": false,
+      "training": false,
+      "metric_source": "SHA-pinned AG complete phase4l gate; SHA-pinned AJ timing/repeat checks"
+    },
+    "novel_to_aj": {
+      "cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "pass_all": true,
+      "execution_gate_pass": true,
+      "numerical_integrity_pass": true,
+      "exact_repeat_pass": true,
+      "representation_gate_pass": true,
+      "original_representation_gate_pass": true,
+      "expected_base_trials": 60,
+      "valid_base_trials": 60,
+      "expected_repeats": 12,
+      "checked_repeats": 12,
+      "checked_timing_trials": 72,
+      "modes": {
+        "physiological": {
+          "KC_active_fraction_mean": 0.03276738845144357,
+          "KC_active_fraction_min": 0.024114173228346455,
+          "KC_active_fraction_max": 0.04207677165354331,
+          "same_odor_jaccard_mean": 0.511063186596153,
+          "different_odor_jaccard_mean": 0.44427234402124827,
+          "same_odor_euclidean_mean": 9.307077613590456,
+          "different_odor_euclidean_mean": 10.158884523737116,
+          "different_odor_cosine_mean": 0.6464818127000084,
+          "different_odor_correlation_mean": 0.6352979950685402,
+          "within_variance": 1.9783062946033647,
+          "between_distance_mean": 10.158884523737116,
+          "pairwise_separation_pass_count": 14,
+          "pair_count": 15,
+          "expected_event_count_cv": 0.12424037109555007,
+          "actual_event_count_cv": 0.20658079720887876,
+          "within_distance_count": 60,
+          "between_distance_count": 75,
+          "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+          "pairs": [
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.56241415064779,
+              "within_this_pair_mean": 9.520081809153249,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "between_same_seed_mean": 8.703797823210492,
+              "within_this_pair_mean": 9.220436536747636,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.424442150929126,
+              "within_this_pair_mean": 8.773917981584498,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.974376028543082,
+              "within_this_pair_mean": 9.326523250216884,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.934006799989007,
+              "within_this_pair_mean": 9.533277700180468,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "between_same_seed_mean": 10.259616399776231,
+              "within_this_pair_mean": 9.514016127345204,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.808663391743993,
+              "within_this_pair_mean": 9.067497572182065,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 11.300785166757837,
+              "within_this_pair_mean": 9.620102840814452,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.966927055456917,
+              "within_this_pair_mean": 9.826857290778033,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.573002534425056,
+              "within_this_pair_mean": 8.767852299776452,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.343049549396941,
+              "within_this_pair_mean": 9.320457568408838,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.151643690744098,
+              "within_this_pair_mean": 9.52721201837242,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.58171763085694,
+              "within_this_pair_mean": 8.8739390132457,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.777480180390343,
+              "within_this_pair_mean": 9.080693463209283,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.021345303188914,
+              "within_this_pair_mean": 9.633298731841672,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            }
+          ],
+          "conditions": {
+            "mean_sparsity_in_closed_interval": true,
+            "maximum_strictly_below_half": true,
+            "minimum_strictly_positive": true,
+            "same_jaccard_gt_different": true,
+            "different_euclidean_gt_same": true,
+            "at_least_original_pair_count": true
+          },
+          "gate": true
+        },
+        "matched_energy": {
+          "KC_active_fraction_mean": 0.032578740157480315,
+          "KC_active_fraction_min": 0.024114173228346455,
+          "KC_active_fraction_max": 0.04207677165354331,
+          "same_odor_jaccard_mean": 0.5239554366482554,
+          "different_odor_jaccard_mean": 0.44904181896379547,
+          "same_odor_euclidean_mean": 9.102811594102214,
+          "different_odor_euclidean_mean": 10.059135414486558,
+          "different_odor_cosine_mean": 0.6518920051239021,
+          "different_odor_correlation_mean": 0.6409578045477166,
+          "within_variance": 1.5388210822783166,
+          "between_distance_mean": 10.059135414486558,
+          "pairwise_separation_pass_count": 14,
+          "pair_count": 15,
+          "expected_event_count_cv": 7.010869393073676e-08,
+          "actual_event_count_cv": 0.1422489626775089,
+          "within_distance_count": 60,
+          "between_distance_count": 75,
+          "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+          "pairs": [
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.380596156725295,
+              "within_this_pair_mean": 9.390881452924594,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "between_same_seed_mean": 8.721262082788783,
+              "within_this_pair_mean": 9.188801315156862,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": false
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.472982518961913,
+              "within_this_pair_mean": 8.588071035470781,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.929259487895177,
+              "within_this_pair_mean": 9.299536627278005,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.448313613396941,
+              "within_this_pair_mean": 9.167607902224665,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "between_same_seed_mean": 10.113217179320108,
+              "within_this_pair_mean": 9.416450992707322,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.47476376476216,
+              "within_this_pair_mean": 8.815720713021244,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 11.015388874343952,
+              "within_this_pair_mean": 9.527186304828465,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.777806429051953,
+              "within_this_pair_mean": 9.395257579775125,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.0290539361573,
+              "within_this_pair_mean": 8.613640575253509,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 10.173719143479167,
+              "within_this_pair_mean": 9.325106167060733,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.64997199220617,
+              "within_this_pair_mean": 9.193177442007393,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "between_same_seed_mean": 11.155064794169743,
+              "within_this_pair_mean": 8.724375887374654,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.868904626045918,
+              "within_this_pair_mean": 8.592447162321312,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            },
+            {
+              "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "between_same_seed_mean": 9.67672661799379,
+              "within_this_pair_mean": 9.303912754128536,
+              "between_distance_count": 5,
+              "within_distance_count": 20,
+              "gate": true
+            }
+          ],
+          "conditions": {
+            "mean_sparsity_in_closed_interval": true,
+            "maximum_strictly_below_half": true,
+            "minimum_strictly_positive": true,
+            "same_jaccard_gt_different": true,
+            "different_euclidean_gt_same": true,
+            "at_least_original_pair_count": true
+          },
+          "gate": true
+        }
+      },
+      "runs": [
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "mode": "physiological",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 160,
+          "KC_active_fraction": 0.03937007874015748,
+          "KC_spikes": 163,
+          "KC_first_latency_ms": 13.0,
+          "external_events": 80,
+          "expected_external_events": 113.30283203125,
+          "total_PN_rate_hz": 1133.0283203125,
+          "finite": true,
+          "total_spikes": 29986,
+          "requested": 117,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741826",
+          "mode": "physiological",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 126,
+          "KC_active_fraction": 0.031003937007874016,
+          "KC_spikes": 129,
+          "KC_first_latency_ms": 13.9,
+          "external_events": 80,
+          "expected_external_events": 113.30283203125,
+          "total_PN_rate_hz": 1133.0283203125,
+          "finite": true,
+          "total_spikes": 31442,
+          "requested": 110,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741827",
+          "mode": "physiological",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 131,
+          "KC_active_fraction": 0.032234251968503935,
+          "KC_spikes": 134,
+          "KC_first_latency_ms": 14.100000000000001,
+          "external_events": 95,
+          "expected_external_events": 113.30283203125,
+          "total_PN_rate_hz": 1133.0283203125,
+          "finite": true,
+          "total_spikes": 30248,
+          "requested": 134,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741828",
+          "mode": "physiological",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 129,
+          "KC_active_fraction": 0.03174212598425197,
+          "KC_spikes": 132,
+          "KC_first_latency_ms": 15.100000000000001,
+          "external_events": 102,
+          "expected_external_events": 113.30283203125,
+          "total_PN_rate_hz": 1133.0283203125,
+          "finite": true,
+          "total_spikes": 30936,
+          "requested": 137,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741829",
+          "mode": "physiological",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 138,
+          "KC_active_fraction": 0.03395669291338583,
+          "KC_spikes": 141,
+          "KC_first_latency_ms": 13.700000000000001,
+          "external_events": 80,
+          "expected_external_events": 113.30283203125,
+          "total_PN_rate_hz": 1133.0283203125,
+          "finite": true,
+          "total_spikes": 31556,
+          "requested": 114,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "mode": "physiological",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 126,
+          "KC_active_fraction": 0.031003937007874016,
+          "KC_spikes": 129,
+          "KC_first_latency_ms": 14.200000000000001,
+          "external_events": 67,
+          "expected_external_events": 98.0925048828125,
+          "total_PN_rate_hz": 980.925048828125,
+          "finite": true,
+          "total_spikes": 30156,
+          "requested": 99,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741826",
+          "mode": "physiological",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 113,
+          "KC_active_fraction": 0.02780511811023622,
+          "KC_spikes": 116,
+          "KC_first_latency_ms": 18.6,
+          "external_events": 99,
+          "expected_external_events": 98.0925048828125,
+          "total_PN_rate_hz": 980.925048828125,
+          "finite": true,
+          "total_spikes": 29491,
+          "requested": 130,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741827",
+          "mode": "physiological",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 139,
+          "KC_active_fraction": 0.03420275590551181,
+          "KC_spikes": 141,
+          "KC_first_latency_ms": 22.0,
+          "external_events": 77,
+          "expected_external_events": 98.0925048828125,
+          "total_PN_rate_hz": 980.925048828125,
+          "finite": true,
+          "total_spikes": 28706,
+          "requested": 101,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741828",
+          "mode": "physiological",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 162,
+          "KC_active_fraction": 0.03986220472440945,
+          "KC_spikes": 166,
+          "KC_first_latency_ms": 18.8,
+          "external_events": 84,
+          "expected_external_events": 98.0925048828125,
+          "total_PN_rate_hz": 980.925048828125,
+          "finite": true,
+          "total_spikes": 30563,
+          "requested": 111,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741829",
+          "mode": "physiological",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 137,
+          "KC_active_fraction": 0.033710629921259845,
+          "KC_spikes": 140,
+          "KC_first_latency_ms": 21.400000000000002,
+          "external_events": 63,
+          "expected_external_events": 98.0925048828125,
+          "total_PN_rate_hz": 980.925048828125,
+          "finite": true,
+          "total_spikes": 29060,
+          "requested": 83,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "mode": "physiological",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 150,
+          "KC_active_fraction": 0.036909448818897635,
+          "KC_spikes": 153,
+          "KC_first_latency_ms": 12.8,
+          "external_events": 65,
+          "expected_external_events": 100.91329345703124,
+          "total_PN_rate_hz": 1009.1329345703125,
+          "finite": true,
+          "total_spikes": 29608,
+          "requested": 92,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741826",
+          "mode": "physiological",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 129,
+          "KC_active_fraction": 0.03174212598425197,
+          "KC_spikes": 132,
+          "KC_first_latency_ms": 14.8,
+          "external_events": 78,
+          "expected_external_events": 100.91329345703124,
+          "total_PN_rate_hz": 1009.1329345703125,
+          "finite": true,
+          "total_spikes": 30410,
+          "requested": 109,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741827",
+          "mode": "physiological",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 114,
+          "KC_active_fraction": 0.028051181102362203,
+          "KC_spikes": 117,
+          "KC_first_latency_ms": 16.900000000000002,
+          "external_events": 74,
+          "expected_external_events": 100.91329345703124,
+          "total_PN_rate_hz": 1009.1329345703125,
+          "finite": true,
+          "total_spikes": 29791,
+          "requested": 112,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741828",
+          "mode": "physiological",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 98,
+          "KC_active_fraction": 0.024114173228346455,
+          "KC_spikes": 101,
+          "KC_first_latency_ms": 16.0,
+          "external_events": 86,
+          "expected_external_events": 100.91329345703124,
+          "total_PN_rate_hz": 1009.1329345703125,
+          "finite": true,
+          "total_spikes": 30196,
+          "requested": 111,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741829",
+          "mode": "physiological",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 137,
+          "KC_active_fraction": 0.033710629921259845,
+          "KC_spikes": 140,
+          "KC_first_latency_ms": 13.3,
+          "external_events": 65,
+          "expected_external_events": 100.91329345703124,
+          "total_PN_rate_hz": 1009.1329345703125,
+          "finite": true,
+          "total_spikes": 31102,
+          "requested": 96,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "mode": "physiological",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 116,
+          "KC_active_fraction": 0.028543307086614175,
+          "KC_spikes": 119,
+          "KC_first_latency_ms": 20.400000000000002,
+          "external_events": 39,
+          "expected_external_events": 75.04344482421875,
+          "total_PN_rate_hz": 750.4344482421875,
+          "finite": true,
+          "total_spikes": 29285,
+          "requested": 67,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741826",
+          "mode": "physiological",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 120,
+          "KC_active_fraction": 0.02952755905511811,
+          "KC_spikes": 123,
+          "KC_first_latency_ms": 24.0,
+          "external_events": 49,
+          "expected_external_events": 75.04344482421875,
+          "total_PN_rate_hz": 750.4344482421875,
+          "finite": true,
+          "total_spikes": 26849,
+          "requested": 74,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741827",
+          "mode": "physiological",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 118,
+          "KC_active_fraction": 0.029035433070866142,
+          "KC_spikes": 121,
+          "KC_first_latency_ms": 18.8,
+          "external_events": 50,
+          "expected_external_events": 75.04344482421875,
+          "total_PN_rate_hz": 750.4344482421875,
+          "finite": true,
+          "total_spikes": 29881,
+          "requested": 74,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741828",
+          "mode": "physiological",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 118,
+          "KC_active_fraction": 0.029035433070866142,
+          "KC_spikes": 120,
+          "KC_first_latency_ms": 19.3,
+          "external_events": 58,
+          "expected_external_events": 75.04344482421875,
+          "total_PN_rate_hz": 750.4344482421875,
+          "finite": true,
+          "total_spikes": 30146,
+          "requested": 82,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741829",
+          "mode": "physiological",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 110,
+          "KC_active_fraction": 0.027066929133858268,
+          "KC_spikes": 112,
+          "KC_first_latency_ms": 23.1,
+          "external_events": 47,
+          "expected_external_events": 75.04344482421875,
+          "total_PN_rate_hz": 750.4344482421875,
+          "finite": true,
+          "total_spikes": 28171,
+          "requested": 71,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "mode": "physiological",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 171,
+          "KC_active_fraction": 0.04207677165354331,
+          "KC_spikes": 174,
+          "KC_first_latency_ms": 15.8,
+          "external_events": 64,
+          "expected_external_events": 107.3767822265625,
+          "total_PN_rate_hz": 1073.767822265625,
+          "finite": true,
+          "total_spikes": 29344,
+          "requested": 106,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741826",
+          "mode": "physiological",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 162,
+          "KC_active_fraction": 0.03986220472440945,
+          "KC_spikes": 165,
+          "KC_first_latency_ms": 17.2,
+          "external_events": 82,
+          "expected_external_events": 107.3767822265625,
+          "total_PN_rate_hz": 1073.767822265625,
+          "finite": true,
+          "total_spikes": 30895,
+          "requested": 122,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741827",
+          "mode": "physiological",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 155,
+          "KC_active_fraction": 0.03813976377952756,
+          "KC_spikes": 158,
+          "KC_first_latency_ms": 15.0,
+          "external_events": 80,
+          "expected_external_events": 107.3767822265625,
+          "total_PN_rate_hz": 1073.767822265625,
+          "finite": true,
+          "total_spikes": 30231,
+          "requested": 119,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741828",
+          "mode": "physiological",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 123,
+          "KC_active_fraction": 0.03026574803149606,
+          "KC_spikes": 126,
+          "KC_first_latency_ms": 17.6,
+          "external_events": 73,
+          "expected_external_events": 107.3767822265625,
+          "total_PN_rate_hz": 1073.767822265625,
+          "finite": true,
+          "total_spikes": 30101,
+          "requested": 108,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741829",
+          "mode": "physiological",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 141,
+          "KC_active_fraction": 0.03469488188976378,
+          "KC_spikes": 144,
+          "KC_first_latency_ms": 15.4,
+          "external_events": 60,
+          "expected_external_events": 107.3767822265625,
+          "total_PN_rate_hz": 1073.767822265625,
+          "finite": true,
+          "total_spikes": 28991,
+          "requested": 95,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "mode": "physiological",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 169,
+          "KC_active_fraction": 0.04158464566929134,
+          "KC_spikes": 173,
+          "KC_first_latency_ms": 16.900000000000002,
+          "external_events": 74,
+          "expected_external_events": 95.12998657226562,
+          "total_PN_rate_hz": 951.2998657226562,
+          "finite": true,
+          "total_spikes": 30843,
+          "requested": 94,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741826",
+          "mode": "physiological",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 136,
+          "KC_active_fraction": 0.03346456692913386,
+          "KC_spikes": 139,
+          "KC_first_latency_ms": 19.900000000000002,
+          "external_events": 71,
+          "expected_external_events": 95.12998657226562,
+          "total_PN_rate_hz": 951.2998657226562,
+          "finite": true,
+          "total_spikes": 29174,
+          "requested": 97,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741827",
+          "mode": "physiological",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 134,
+          "KC_active_fraction": 0.03297244094488189,
+          "KC_spikes": 136,
+          "KC_first_latency_ms": 21.700000000000003,
+          "external_events": 84,
+          "expected_external_events": 95.12998657226562,
+          "total_PN_rate_hz": 951.2998657226562,
+          "finite": true,
+          "total_spikes": 27862,
+          "requested": 115,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741828",
+          "mode": "physiological",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 126,
+          "KC_active_fraction": 0.031003937007874016,
+          "KC_spikes": 128,
+          "KC_first_latency_ms": 19.900000000000002,
+          "external_events": 72,
+          "expected_external_events": 95.12998657226562,
+          "total_PN_rate_hz": 951.2998657226562,
+          "finite": true,
+          "total_spikes": 30052,
+          "requested": 100,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741829",
+          "mode": "physiological",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 107,
+          "KC_active_fraction": 0.026328740157480313,
+          "KC_spikes": 109,
+          "KC_first_latency_ms": 26.0,
+          "external_events": 66,
+          "expected_external_events": 95.12998657226562,
+          "total_PN_rate_hz": 951.2998657226562,
+          "finite": true,
+          "total_spikes": 25813,
+          "requested": 87,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 160,
+          "KC_active_fraction": 0.03937007874015748,
+          "KC_spikes": 163,
+          "KC_first_latency_ms": 13.0,
+          "external_events": 79,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 29962,
+          "requested": 109,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 126,
+          "KC_active_fraction": 0.031003937007874016,
+          "KC_spikes": 129,
+          "KC_first_latency_ms": 13.9,
+          "external_events": 73,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 31389,
+          "requested": 103,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 124,
+          "KC_active_fraction": 0.03051181102362205,
+          "KC_spikes": 127,
+          "KC_first_latency_ms": 15.3,
+          "external_events": 85,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 29975,
+          "requested": 121,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 129,
+          "KC_active_fraction": 0.03174212598425197,
+          "KC_spikes": 132,
+          "KC_first_latency_ms": 15.100000000000001,
+          "external_events": 96,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 30725,
+          "requested": 129,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-methylsulfanylpropanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 135,
+          "KC_active_fraction": 0.03321850393700788,
+          "KC_spikes": 138,
+          "KC_first_latency_ms": 13.700000000000001,
+          "external_events": 70,
+          "expected_external_events": 102.2443115234375,
+          "total_PN_rate_hz": 1022.443115234375,
+          "finite": true,
+          "total_spikes": 30776,
+          "requested": 101,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 6
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 126,
+          "KC_active_fraction": 0.031003937007874016,
+          "KC_spikes": 129,
+          "KC_first_latency_ms": 14.200000000000001,
+          "external_events": 70,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30482,
+          "requested": 103,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 128,
+          "KC_active_fraction": 0.031496062992125984,
+          "KC_spikes": 131,
+          "KC_first_latency_ms": 17.6,
+          "external_events": 100,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29490,
+          "requested": 136,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 136,
+          "KC_active_fraction": 0.03346456692913386,
+          "KC_spikes": 139,
+          "KC_first_latency_ms": 22.0,
+          "external_events": 82,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 28723,
+          "requested": 106,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 162,
+          "KC_active_fraction": 0.03986220472440945,
+          "KC_spikes": 166,
+          "KC_first_latency_ms": 18.8,
+          "external_events": 85,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30073,
+          "requested": 117,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_name": "ethyl 3-hydroxyhexanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 135,
+          "KC_active_fraction": 0.03321850393700788,
+          "KC_spikes": 138,
+          "KC_first_latency_ms": 21.400000000000002,
+          "external_events": 65,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29207,
+          "requested": 88,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 7
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 150,
+          "KC_active_fraction": 0.036909448818897635,
+          "KC_spikes": 153,
+          "KC_first_latency_ms": 12.8,
+          "external_events": 65,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 29608,
+          "requested": 92,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 129,
+          "KC_active_fraction": 0.03174212598425197,
+          "KC_spikes": 132,
+          "KC_first_latency_ms": 14.8,
+          "external_events": 78,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 30410,
+          "requested": 109,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 114,
+          "KC_active_fraction": 0.028051181102362203,
+          "KC_spikes": 117,
+          "KC_first_latency_ms": 16.900000000000002,
+          "external_events": 78,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 29775,
+          "requested": 116,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 98,
+          "KC_active_fraction": 0.024114173228346455,
+          "KC_spikes": 101,
+          "KC_first_latency_ms": 16.0,
+          "external_events": 86,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 30196,
+          "requested": 111,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_name": "(2S)-heptan-2-ol",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 137,
+          "KC_active_fraction": 0.033710629921259845,
+          "KC_spikes": 140,
+          "KC_first_latency_ms": 13.3,
+          "external_events": 65,
+          "expected_external_events": 102.24430541992187,
+          "total_PN_rate_hz": 1022.4430541992188,
+          "finite": true,
+          "total_spikes": 31102,
+          "requested": 97,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 8
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 124,
+          "KC_active_fraction": 0.03051181102362205,
+          "KC_spikes": 126,
+          "KC_first_latency_ms": 19.200000000000003,
+          "external_events": 52,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 28840,
+          "requested": 85,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 110,
+          "KC_active_fraction": 0.027066929133858268,
+          "KC_spikes": 113,
+          "KC_first_latency_ms": 20.900000000000002,
+          "external_events": 68,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 27654,
+          "requested": 99,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 120,
+          "KC_active_fraction": 0.02952755905511811,
+          "KC_spikes": 123,
+          "KC_first_latency_ms": 17.0,
+          "external_events": 84,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30028,
+          "requested": 110,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 122,
+          "KC_active_fraction": 0.030019685039370077,
+          "KC_spikes": 125,
+          "KC_first_latency_ms": 18.900000000000002,
+          "external_events": 78,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29329,
+          "requested": 113,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_name": "4-ethylphenol",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 117,
+          "KC_active_fraction": 0.02878937007874016,
+          "KC_spikes": 120,
+          "KC_first_latency_ms": 18.400000000000002,
+          "external_events": 72,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 29558,
+          "requested": 108,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 9
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 171,
+          "KC_active_fraction": 0.04207677165354331,
+          "KC_spikes": 174,
+          "KC_first_latency_ms": 15.8,
+          "external_events": 64,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29344,
+          "requested": 105,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 156,
+          "KC_active_fraction": 0.038385826771653545,
+          "KC_spikes": 159,
+          "KC_first_latency_ms": 17.1,
+          "external_events": 70,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29930,
+          "requested": 113,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 157,
+          "KC_active_fraction": 0.03863188976377953,
+          "KC_spikes": 160,
+          "KC_first_latency_ms": 15.0,
+          "external_events": 75,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 30746,
+          "requested": 111,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 132,
+          "KC_active_fraction": 0.03248031496062992,
+          "KC_spikes": 135,
+          "KC_first_latency_ms": 17.8,
+          "external_events": 66,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29387,
+          "requested": 101,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_name": "3-hexanone",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 130,
+          "KC_active_fraction": 0.03198818897637795,
+          "KC_spikes": 133,
+          "KC_first_latency_ms": 15.4,
+          "external_events": 59,
+          "expected_external_events": 102.24431762695312,
+          "total_PN_rate_hz": 1022.4431762695312,
+          "finite": true,
+          "total_spikes": 29814,
+          "requested": 88,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 10
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "mode": "matched_energy",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741825,
+          "split": "novel_to_aj",
+          "KC_active": 151,
+          "KC_active_fraction": 0.037155511811023625,
+          "KC_spikes": 155,
+          "KC_first_latency_ms": 16.900000000000002,
+          "external_events": 79,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 31130,
+          "requested": 104,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741826",
+          "mode": "matched_energy",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741826,
+          "split": "novel_to_aj",
+          "KC_active": 138,
+          "KC_active_fraction": 0.03395669291338583,
+          "KC_spikes": 140,
+          "KC_first_latency_ms": 19.8,
+          "external_events": 72,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30347,
+          "requested": 106,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741827",
+          "mode": "matched_energy",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741827,
+          "split": "novel_to_aj",
+          "KC_active": 129,
+          "KC_active_fraction": 0.03174212598425197,
+          "KC_spikes": 131,
+          "KC_first_latency_ms": 21.8,
+          "external_events": 92,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 27898,
+          "requested": 127,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741828",
+          "mode": "matched_energy",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741828,
+          "split": "novel_to_aj",
+          "KC_active": 119,
+          "KC_active_fraction": 0.029281496062992126,
+          "KC_spikes": 121,
+          "KC_first_latency_ms": 18.400000000000002,
+          "external_events": 78,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 30745,
+          "requested": 108,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741829",
+          "mode": "matched_energy",
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_name": "methyl 3-hydroxy hexanoate",
+          "seed": 1073741829,
+          "split": "novel_to_aj",
+          "KC_active": 107,
+          "KC_active_fraction": 0.026328740157480313,
+          "KC_spikes": 109,
+          "KC_first_latency_ms": 26.0,
+          "external_events": 71,
+          "expected_external_events": 102.24432373046875,
+          "total_PN_rate_hz": 1022.4432373046875,
+          "finite": true,
+          "total_spikes": 25989,
+          "requested": 93,
+          "cohort": "novel_to_aj",
+          "validation_cohort": "novel_to_aj",
+          "source_panel_split": "heldout",
+          "historical_never_simulated_claim": false,
+          "used_for_parameter_selection": false,
+          "source_panel_row": 11
+        }
+      ],
+      "repeats": [
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "pass_all": true,
+          "checks": {
+            "state/step": true,
+            "state/neuron_idx": true,
+            "state/counts": true,
+            "state/v": true,
+            "state/g": true,
+            "state/ref": true,
+            "apl-drive.float32.npy": true,
+            "apl-state.float32.npy": true,
+            "apl-inhibition.float32.npy": true,
+            "tick_state_hashes": true,
+            "queues": true,
+            "requests": true,
+            "apl_component": true,
+            "apl_applied": true,
+            "apl_pending": true,
+            "timing_audit": true
+          },
+          "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+        }
+      ],
+      "timing_checks": [
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "repeat": 1,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741826",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741827",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741828",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741829",
+          "repeat": 0,
+          "pass_all": true,
+          "apl_delay_steps": 18,
+          "steps": 1000,
+          "generated_applied_pending_bits_exact": true,
+          "pending_generated_count": 18,
+          "pending_initial_zero_prefix": 0,
+          "brain_tail_advanced": false
+        }
+      ],
+      "failures": [],
+      "input_output_provenance": [
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+            "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+            "summary.json": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01",
+            "tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+            "queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+            "requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+            "apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+            "apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+            "apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+            "apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+            "apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+            "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+            "summary.json": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4",
+            "tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+            "queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+            "requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+            "apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+            "apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+            "apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+            "apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+            "apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441",
+            "requests.npz": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "1d077d597a739ee758c1ea0ac07cea5b6bd269364bf295547ce42898f23e1135",
+            "summary.json": "cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483",
+            "tick-state-hashes.jsonl": "08e644319916a618cb326cd3604e9cf7ab51d3f4ff5e817728e7ee258369f4ca",
+            "queue.jsonl": "b80fc3f830a2eb44d883b9dc52f829c62fc7c5fc6f46936c1af3cd447cd907b6",
+            "requests.csv": "dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ba797456b196bae1399213db79823c8d6e48a56d270ff5c87beb9d929b8829b3",
+            "apl-state.float32.npy": "5aafb32d3039ff47a2a951c2d2fc84b06e4cdf134597f3ea5478e0f5b968d7de",
+            "apl-inhibition.float32.npy": "32146beeacc8fe093b1a213ccc6c4398769015457a92a9f903b4baa34e5c9fbd",
+            "apl-applied.float32.npy": "9ab8412898d43ce905382b501e2b3f1e5b0d0b5c20da664b1863a4c165e66371",
+            "apl-pending-tail.float32.npy": "d3c6c0ec344876961cc63f2ac848d098f44fc68e0cf851cee33014c8d2e78914",
+            "apl-timing-audit.json": "84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083",
+            "requests.npz": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "581277b16090cf5b796f306e2b772195ad08cb5a1ca814ff2cd54db402bb126c",
+            "summary.json": "85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d",
+            "tick-state-hashes.jsonl": "e58f00f650da5cae15bd63dca5c998faf0cfec6ec491f635fad2b9fc7a812d17",
+            "queue.jsonl": "a5e1f1e91c41b0d6c4923dee6bffb04d76b1891c19e0679c75f992577daa728b",
+            "requests.csv": "313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c8e98a05da0374558508e2e802e2ad41f8924169d899172b349916e41c86c9b7",
+            "apl-state.float32.npy": "16801c00e404f9a9ebbe0fa967ef9963a87c75542865142e2d191f5bdd2afbdb",
+            "apl-inhibition.float32.npy": "2f4c9af83d42fabf20a3c1644597ba806bf153b4c0de32fbc77126a4e3e37e58",
+            "apl-applied.float32.npy": "4a5edbd6c7823c4e95930750677ee6533e020f38e212b46103f7ade35f308f99",
+            "apl-pending-tail.float32.npy": "4571c2384c71e075ee00ca9f97b76895ee156a8fa4cfe186f2df30d5821e81e7",
+            "apl-timing-audit.json": "a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c",
+            "requests.npz": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "b5f3401552c335df31b0a6ce3c2d8fd032e6df7b2b489ea61f11e1b3f9e3d45a",
+            "summary.json": "1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02",
+            "tick-state-hashes.jsonl": "cf11b6bc9c1935ab736dde151b161411c2e432b23e81f89a86eec3d4c7510f84",
+            "queue.jsonl": "d6a77c29b0a87c612c737bbcb3ba2508fc64069b175041a7872a20b0ce291818",
+            "requests.csv": "bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e3df35293580ba5a86e78ac2da10b6ed27e5c9b1b5af7498610d8dc67aef3d5d",
+            "apl-state.float32.npy": "f703d0947bd4d7cbcaf923f68efdeb6c95a42306cbe4a3993ab574c834c8303a",
+            "apl-inhibition.float32.npy": "9b38719cf96b9a3347ae4bac08457354e68ee5e9fbccb39a79a8f61bcf5a98e0",
+            "apl-applied.float32.npy": "1e36eba4a3f35a5b3f8c22553dafade2924e0ba4ca0da8b6d7456e8a21225faf",
+            "apl-pending-tail.float32.npy": "082a0ae84c18695f599d324cab3b0bbc24cf95c5e6bb39d408fa6125bb775239",
+            "apl-timing-audit.json": "556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-00-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178",
+            "requests.npz": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095",
+            "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+          },
+          "output_sha256": {
+            "state.npz": "d68d6bff39e5245af5240776e54aba0fe0575ec04b09158b3f4c0be8afbe2f31",
+            "summary.json": "effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819",
+            "tick-state-hashes.jsonl": "18f00a662ca9a42ea00b31ed459ad7ed981a04ac884441d1767dd832c3dea64a",
+            "queue.jsonl": "b81386bea49809b46fbaf3a10a4118d26b6fd7502f7f26bde657b668c177f51b",
+            "requests.csv": "9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "af6f467eefe1c99e7b9fa4a5a42de24ae55237d38619307cb64ebddb75466f71",
+            "apl-state.float32.npy": "0dbe7bdaed6d9183fc6527ac084821e58ef091756d018b5434e2ccc500d64414",
+            "apl-inhibition.float32.npy": "c011b5976397c4107bfb32eeba524d97c9e0552417d2c33b11be7458f4de7935",
+            "apl-applied.float32.npy": "b8020bfb4cd5e683ccc17c13cc03db994b8c6b6efecea7adc6e00de398600910",
+            "apl-pending-tail.float32.npy": "175a7c2f2c3d98ff1bd7d70e4bb297c8b030c76eea010b3c02b736d7d09c0598",
+            "apl-timing-audit.json": "3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+            "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+            "summary.json": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859",
+            "tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+            "queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+            "requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+            "apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+            "apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+            "apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+            "apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+            "apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+            "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+            "summary.json": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52",
+            "tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+            "queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+            "requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+            "apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+            "apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+            "apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+            "apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+            "apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720",
+            "requests.npz": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "1ec78574f80411d9d04a3405ab497f69fb39e9c9b7cbd8ce9819c14f315f499c",
+            "summary.json": "bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be",
+            "tick-state-hashes.jsonl": "415c604f16d8d130084e2dcf914695f52693e720a4b9180c4557baac9aadee4d",
+            "queue.jsonl": "e1f7b0b80d1ee8d0669c7786f8b0a296aa5034f574c541d97e419a4d572a5c63",
+            "requests.csv": "370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e5a6809acd304796bafe5a2b46ad85509a82cb438aa13763f8573407c5094e33",
+            "apl-state.float32.npy": "3fb0364824401c285605f56e90703b0e1a5d10f18f2e53f3a7a5b03012ef393e",
+            "apl-inhibition.float32.npy": "9a9425d3b8dd15d7d6137f097522cdbda3d0a88ae4d945cdd53c6c5bf7f79095",
+            "apl-applied.float32.npy": "24ea3cf44da8413c1531e3886216fe85396c77e320b79732fcd0fa1525a7a920",
+            "apl-pending-tail.float32.npy": "f5deacdcb5c2f7b19647d1f0a523ee95e60e28be078d37e7eb876c65fc1e17f0",
+            "apl-timing-audit.json": "b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807",
+            "requests.npz": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "150450a546b45b67668e1fa4d33f73a7eab39a7c4c019900fab501640dcd8c6b",
+            "summary.json": "277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5",
+            "tick-state-hashes.jsonl": "42daddbfb5369c2acd58635deca14e1adcef8caf512b00c11bcc48d9e203a919",
+            "queue.jsonl": "9d4ce9ebf46d87fc28933492a89cddc19815e2936d0fa7eccdfe8758b223a859",
+            "requests.csv": "fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9536317415a7d407cda108b8638c3916e832889843edfc14932265aefe3a4808",
+            "apl-state.float32.npy": "60d700d53f33299abdaa11b6d47597e60578b2806f7996a589b42f7f30219441",
+            "apl-inhibition.float32.npy": "6c3e2108d3e03e7353099aa747743077c98be9588dfc04a54fc1faafe855e403",
+            "apl-applied.float32.npy": "f8ba5dd6e699bbf98414ffb87a9432ca1cfeda717ae0101dd5281279ee99f7ca",
+            "apl-pending-tail.float32.npy": "f6ab11756c87a5b4e79b7225b73d2df31f27c650a773d9e7555d1cc5166aa8f6",
+            "apl-timing-audit.json": "d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d",
+            "requests.npz": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "507e0baf4163f86768ecb4b8a130112671cb8a25582f033bc511ab799597d09f",
+            "summary.json": "f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b",
+            "tick-state-hashes.jsonl": "c26011e148b7b8ecf18ec80e86d0c39f95689619c608d628f7ed7c64f90beed4",
+            "queue.jsonl": "6ccbc63cf66114bf501d0f884e2f7322f529cb804ab0379612fba0510ce8b5e8",
+            "requests.csv": "a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "a23117eb29018f0adfbf0b0044d87309619b854fc4dc5f2041503bb2e03041dd",
+            "apl-state.float32.npy": "51cef95eb4112ffd6488accadf4898b9d1ea5c5a23a3e0ff6b3379496c453855",
+            "apl-inhibition.float32.npy": "a5b8d1d9c2b3fb669fecabf658a82ca84cac61968443c0cea5f2b2c71e559fc6",
+            "apl-applied.float32.npy": "8ce1f893bfa65ab01584081b1a93354900e40fa3cd6263d93e8afbafd388ac74",
+            "apl-pending-tail.float32.npy": "481aff5efc6ae095d015a5b18d63bd87087f41f41e77b9291d630296d7b9de72",
+            "apl-timing-audit.json": "ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-01-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da",
+            "requests.npz": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b",
+            "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+          },
+          "output_sha256": {
+            "state.npz": "4783e8a56838ecec437dbb0e0e6812ca065060477da1300131f59e33fd11c0e9",
+            "summary.json": "b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9",
+            "tick-state-hashes.jsonl": "fe11a7fa504c39fe026958e8f9ffbc6d7dccf35839a5098c72232167c0e0e656",
+            "queue.jsonl": "818351c37065e65a400189c43ecc517a89496e4c48f1b6913113064fd1cd0dcf",
+            "requests.csv": "06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "6e6519024da189dbc4eab232bbf55c50e1aea03cc980534d09b4234c3b83d20a",
+            "apl-state.float32.npy": "c130259f84b22c8e8e2fbe8d59d8a5c98254b30d2d04dadc2ac70001ad6aa4ae",
+            "apl-inhibition.float32.npy": "32e5db0d575571e262842b39b09cdcb7b876b9578abaac4cb42dfc966f1b9022",
+            "apl-applied.float32.npy": "0947f3b5860bfa5b6434d88bb605266b113a77547554740cb853338296411967",
+            "apl-pending-tail.float32.npy": "ef5bf4a5fabb6363559c44cb02dd92413477a9b275a6465b231ad6f3b51cb6f4",
+            "apl-timing-audit.json": "6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+            "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+            "summary.json": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107",
+            "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+            "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+            "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+            "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+            "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+            "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+            "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+            "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+            "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+            "summary.json": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7",
+            "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+            "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+            "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+            "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+            "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+            "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+            "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+            "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a",
+            "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+            "summary.json": "b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741",
+            "tick-state-hashes.jsonl": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+            "queue.jsonl": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+            "requests.csv": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+            "apl-state.float32.npy": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+            "apl-inhibition.float32.npy": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+            "apl-applied.float32.npy": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+            "apl-pending-tail.float32.npy": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+            "apl-timing-audit.json": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54",
+            "requests.npz": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "082732d4d7ff1b7b9f27ce96b67ab1c8c0981e429fa48ad5b64c6beb583b0da7",
+            "summary.json": "8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd",
+            "tick-state-hashes.jsonl": "708b07e6fbc720f730b3073397b6f3ddbdabdaa61bafe7d2d4c99c789f95fda9",
+            "queue.jsonl": "365231f49b92f03a97519ffa33318e59ae6acaa0972a07374b09005dd905bdd9",
+            "requests.csv": "dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "38c4b54884c17fa9980c5677eb16e406a59dd07933b9a89acf894dd75a2a4970",
+            "apl-state.float32.npy": "13bec6d05c0c1e1c50c410e7d8bcf8d3ad3c4a101484806b3570f7df7d65fd37",
+            "apl-inhibition.float32.npy": "bf231ed4edcac974c7dee858cbb4d12a95a7c37cec8a3551449571154e24c945",
+            "apl-applied.float32.npy": "992cd3935aa1ae718ed4db8a708239349853138472b51f985001960234aaa96e",
+            "apl-pending-tail.float32.npy": "d6a759c36de3898308322b021cb60ac8dab4059f2c36f41740ec4e8654f5272b",
+            "apl-timing-audit.json": "9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30",
+            "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+            "summary.json": "3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f",
+            "tick-state-hashes.jsonl": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+            "queue.jsonl": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+            "requests.csv": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+            "apl-state.float32.npy": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+            "apl-inhibition.float32.npy": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+            "apl-applied.float32.npy": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+            "apl-pending-tail.float32.npy": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+            "apl-timing-audit.json": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-02-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f",
+            "requests.npz": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245",
+            "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+          },
+          "output_sha256": {
+            "state.npz": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+            "summary.json": "0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350",
+            "tick-state-hashes.jsonl": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+            "queue.jsonl": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+            "requests.csv": "9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+            "apl-state.float32.npy": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+            "apl-inhibition.float32.npy": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+            "apl-applied.float32.npy": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+            "apl-pending-tail.float32.npy": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+            "apl-timing-audit.json": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+            "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+            "summary.json": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc",
+            "tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+            "queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+            "requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+            "apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+            "apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+            "apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+            "apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+            "apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+            "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+            "summary.json": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552",
+            "tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+            "queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+            "requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+            "apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+            "apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+            "apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+            "apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+            "apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8",
+            "requests.npz": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "7055a2ca65c9a54d08f649ec1ecbb42068ad90301ce8e23088b51e18c00c1af7",
+            "summary.json": "1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497",
+            "tick-state-hashes.jsonl": "b0429f13a1a40e997d59a1afe6071375f9a706869ac9b752009d3eee425c261b",
+            "queue.jsonl": "dbb6f3e26eb73ef36a23f940e79b1b4b3de091381ba8cf5a64e9e0f3ff749f62",
+            "requests.csv": "f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "b37079514383e66556f37a9b4ed96d9efc299961bc219e1b08854c485ad0c1b2",
+            "apl-state.float32.npy": "27242b96948c480c22883a57fb40960260bd41892eaa95ab1325dd332d0b16e0",
+            "apl-inhibition.float32.npy": "e8ce1ade93c62761929102395d150ba5eea7a1855b7d5d9a0c7c1e1571a72ae7",
+            "apl-applied.float32.npy": "fc864117b11779273358c9c16313636c2da0e28e0761388a7aab9bcc10c17239",
+            "apl-pending-tail.float32.npy": "9c606fb372f4eb366c2eee662c8ffeca64d923d7782471fa7ab833e7cf2a7895",
+            "apl-timing-audit.json": "3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df",
+            "requests.npz": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "5934b1739534b1a9716d89a29b798e4de80dd6dcf96627697d6dd5601a04ba14",
+            "summary.json": "ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3",
+            "tick-state-hashes.jsonl": "2ea6648b47e1093a84864948402e44d13c41574aefa85e8ac3d1a0fcb5445fbb",
+            "queue.jsonl": "40cda1d8cafa90c149417c07c45c61fb150f3b1426c8c9327f8d020b41d88999",
+            "requests.csv": "91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8a3c340c19b69112cf992d8da80bddf1e77bb05af04be3bdfc4da6f69119bfdd",
+            "apl-state.float32.npy": "8f48027e55f33a5cd27610e343de697e132e96d102c402ce849cf60e3dafefe1",
+            "apl-inhibition.float32.npy": "758a3adaba02d665815faa33e6b7905f30769667dc9a1e6e2e9191cffb90d9bb",
+            "apl-applied.float32.npy": "d29ecb9dee07a95a0d7761d6e5284a3cdd93b02967cca9318eb6422e99ac0a05",
+            "apl-pending-tail.float32.npy": "661af73bd75dc1aee03d21dbbace8df0b39a6c93dfa90f368b3fbc2b70ca0bb7",
+            "apl-timing-audit.json": "3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0",
+            "requests.npz": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "324a547bca3ad71707e604d1ce3b9579399ebe169d5a1c89b110967aea5aace0",
+            "summary.json": "bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825",
+            "tick-state-hashes.jsonl": "0404ab8d946150127ef753456d7a6256f0ef0739e2207c9d82f1df93a3efd931",
+            "queue.jsonl": "2d0a7866b9f6b94947c14003a9ebf85be058b4b5334a53a118e52882f64ada3b",
+            "requests.csv": "d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "83ebfe4f05a65fd452a1dca52beafd801fd8d0c031ae36ca12792f9e10905a8c",
+            "apl-state.float32.npy": "5556326457035afd185dc7b89930caf3973b61b850d4f518594186ae5e8e3fb0",
+            "apl-inhibition.float32.npy": "47b8123d474a39af7367e7dfb4274263b9b1dda8d6959c838ed8e67e4c88b938",
+            "apl-applied.float32.npy": "950d6e70d7ec35f5d8b4fc69b0e113e2bd251d68707167a2e0eb1e4a4e65f34a",
+            "apl-pending-tail.float32.npy": "13ca834333bff51ab2b4e429ab877ba33f69af904fc9d39efd2247947109a379",
+            "apl-timing-audit.json": "ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-03-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276",
+            "requests.npz": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802",
+            "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+          },
+          "output_sha256": {
+            "state.npz": "4467469e538cc4d104218103503cae7d3dd295978c0105fcc45d10e55cd0a923",
+            "summary.json": "8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb",
+            "tick-state-hashes.jsonl": "7ef1eb513c65999f65e8d418c2e59465afc8b521695b5806858165fa461962cc",
+            "queue.jsonl": "f4b411d0312c6ca828667a083f925ed1dc73387a564a0e5565420c3ce459aaf9",
+            "requests.csv": "10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "2db6acedd9decd3db8f13d065e880a5c5a97ead59fc5244a1191d2a169b06dcd",
+            "apl-state.float32.npy": "410feef04bbc781b5a507dd9d69bcab199c766b0e9d8d8d2ee1d05d210b98514",
+            "apl-inhibition.float32.npy": "3be716ea3e2b74297c9f3a9699982b8392b05877f26740487230c606275d374f",
+            "apl-applied.float32.npy": "541457fd3372852b66388940120cfb9a7512b515961e14254df6a9c426349e5f",
+            "apl-pending-tail.float32.npy": "d6e7188d3f13f5e9f991da49f7670dd2d5ddb319f940dd2ce9787fd5fbec872b",
+            "apl-timing-audit.json": "7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+            "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+            "summary.json": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306",
+            "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+            "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+            "requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+            "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+            "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+            "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+            "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+            "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+            "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+            "summary.json": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6",
+            "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+            "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+            "requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+            "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+            "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+            "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+            "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+            "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07",
+            "requests.npz": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "46c1005396d3fb787d77cd4579a72d52ea76eac9153f5740738636a9a0aa259b",
+            "summary.json": "1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001",
+            "tick-state-hashes.jsonl": "03f0655ec25fbd14b4a00320994e9daec398b14887fa8613832dc5287f9a9321",
+            "queue.jsonl": "9ab3dacdd5cbeae92e03dfff0e8aed0b97b3535da9a4224e33e288874e4b1cca",
+            "requests.csv": "fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "98042eb20158dea660bf6acde853002176fb7dd64b7f39478572d4b78f6837ac",
+            "apl-state.float32.npy": "5ece7f086411835ccaecf3f8ff36315c526f41d43c797dd2728b5c87a761bf55",
+            "apl-inhibition.float32.npy": "c81f23af4b9e6eddd027853f7dd98d968b5651ae10a7677394b4fc62995dddd1",
+            "apl-applied.float32.npy": "6353a69af78afe0651ce9154083aa30c899be1c4ff2cf40a47d9a0d2143f8ec4",
+            "apl-pending-tail.float32.npy": "8f971e015ee45db06fb16fe0bf104bcd895b36af68bcca2e0b62c75ded5c9fb5",
+            "apl-timing-audit.json": "4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb",
+            "requests.npz": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "cfb0274945354f0e3073b9c65e41e4e62622ed00721e564cdb27e14117dcc1cd",
+            "summary.json": "672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6",
+            "tick-state-hashes.jsonl": "250ae9394e4214fdef01938e12081001b29dd1218fa4380d43fe3f2f1733cff5",
+            "queue.jsonl": "0a9dd0698ef540907f60710a396c211cf922d14033e009af630e96c36f3504c1",
+            "requests.csv": "804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "99e37f1048922b6a4d50deaaafa73089bf75939d4c93af6c0ef8a6e8f5cdd045",
+            "apl-state.float32.npy": "76389a33438f134b687273ec179b6f8ab944f41456c8594e02287832e7b5488b",
+            "apl-inhibition.float32.npy": "8cf491771a018a5f07e4296faba4bd1dcd5f2333117eaad7c1395b1e3d814cf9",
+            "apl-applied.float32.npy": "f0ce18d41a955f151a8b15bb763a7e9b35bc0646d4ddfb59966831e9916a8ba2",
+            "apl-pending-tail.float32.npy": "8551ed5ea7214989214be3e1f6ecab136b814b6219ee69ffc05d9bd060ac3856",
+            "apl-timing-audit.json": "d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372",
+            "requests.npz": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "911ace9f3f6ed81011c8b9d4a1ed141d7d3d2496b41b856ff42bc690b819ae92",
+            "summary.json": "9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011",
+            "tick-state-hashes.jsonl": "65c5d82bceffe93757c785dcf437121518c1db5e2be40d913954a53b61cf2fc2",
+            "queue.jsonl": "58f6d56be33253df19706db40b71d2a1cdcdc65d2432301c944fbc6c9410c8ba",
+            "requests.csv": "4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4c9cd95682b493663399aff35df75c9ce8ce79a50676cd2bdfc880723c438bc6",
+            "apl-state.float32.npy": "bf264e68763eca87755388c7d62bef97fd516660ac1be182251c91150149ba4e",
+            "apl-inhibition.float32.npy": "63fb04d279eb0982f538b9a2e5a8b058314debfc381a3d183d4654494af0c748",
+            "apl-applied.float32.npy": "21858f7014740826f5df4164726e7f636ba8006785c30b04edfcd20f8006ebb6",
+            "apl-pending-tail.float32.npy": "4b64e7479b327570509ad43cc955b470a3b9ed0a94043944fd86504b581a2ee0",
+            "apl-timing-audit.json": "45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-04-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa",
+            "requests.npz": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad",
+            "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+          },
+          "output_sha256": {
+            "state.npz": "77eccb870896d2485daa28026aa995af4bbb166c61b90042ec58e435fb0e7a89",
+            "summary.json": "4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86",
+            "tick-state-hashes.jsonl": "007f80db5a97148f20003ba61c031fa3b99f86138a6c658d7217267ba4f03223",
+            "queue.jsonl": "1423b9f7b9c00b25b120918bf20270a2fdfb0d096f9d49afd86fbd489789de76",
+            "requests.csv": "43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c9abb9ce731078641fcadb36ea8e9cbdd4d972f46a36f944a6504b38b0ee8afc",
+            "apl-state.float32.npy": "e92121f83f848951a3b437ef5508dfb82f44baac13d354503e95cde9c185ec3d",
+            "apl-inhibition.float32.npy": "624d0e582adbbea2ed0de422870e6af7455a78eda7665ca28f773399657e41fe",
+            "apl-applied.float32.npy": "2c18cc88de3cd2142a3e3e810c455ae32572771b33cc44424fde48f82755882b",
+            "apl-pending-tail.float32.npy": "47ba7dc49b15a657d17c7b4775c15e42ed57ed64ab0be1b933ce3ec000e4027c",
+            "apl-timing-audit.json": "c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+            "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+            "summary.json": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6",
+            "tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+            "queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+            "requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+            "apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+            "apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+            "apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+            "apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+            "apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+            "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+            "summary.json": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52",
+            "tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+            "queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+            "requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+            "apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+            "apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+            "apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+            "apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+            "apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947",
+            "requests.npz": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "e22a0e9db7b51806abbf89c28a5de65318093d725f3211d41a7028b5e6723327",
+            "summary.json": "b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7",
+            "tick-state-hashes.jsonl": "aa27549da32c37abf86c7dce5677aee8008529ccc4334937c2c3ca6d23d51efc",
+            "queue.jsonl": "43b1e98a2398f3bbdf81665d472fc40bbc6710df682240a6f61b73153105fadf",
+            "requests.csv": "de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "10dc351adfc603ff01cf11b71535395cfb01f4e32a942fa7dd47139326de03b3",
+            "apl-state.float32.npy": "055def1e3a47855a2733bc2a1b4e65767899438136f8698eaeaffc5f66a88c5a",
+            "apl-inhibition.float32.npy": "f7962f402cf7abbfd9eac756a54111df86028ba60ab07cbe16b74c1b7c9f3911",
+            "apl-applied.float32.npy": "014f0880ec48c580e928b5cd8573562e72b58be7b5f647a875d4e6f2d8bd048b",
+            "apl-pending-tail.float32.npy": "3da35c5bfb6debd895301ec40da1b33e7099e5db7a74b57e8433478906acfe1d",
+            "apl-timing-audit.json": "901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d",
+            "requests.npz": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "65f9cd238afdaa0d187f3445d95729ac5791692304e70a40d22765e85c7ea3ed",
+            "summary.json": "0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818",
+            "tick-state-hashes.jsonl": "6f4313198548ee54a7646eb674ff1aa0a85176634a0983132f0f23ca11d8160a",
+            "queue.jsonl": "1c485d2f1cfed052134017aec12513ea7d4dd7f9811ee9a6ebf2cd56b5e09441",
+            "requests.csv": "bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "34f367a6e4b7294ef64b6088ad4ceabb5601f07b15c2959ccc55ce9e17adcbac",
+            "apl-state.float32.npy": "ce4d391ca7419ad37a4b11202d3ba6d6861b426776d87afe212c17b353f39988",
+            "apl-inhibition.float32.npy": "6a23f22b9259f33e6d289136d4db446ed6cc3b67ca989d7effce0ef779d49021",
+            "apl-applied.float32.npy": "0736d8c3295d19da7a2954966bb12428192bdc9c132849fa5c2a9e9bbbec44a4",
+            "apl-pending-tail.float32.npy": "28677f7eabd43f3be417c1447173341565e154d08a3cc80320f4e8850a5a2d25",
+            "apl-timing-audit.json": "0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41",
+            "requests.npz": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "604f868cdf929f706062a64943173c95c59f33feb2e77aa80e6b518065670156",
+            "summary.json": "1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f",
+            "tick-state-hashes.jsonl": "5cd5bc1d89dc289f3cdc206423c5957c9ad42d72ac795653b2eb849e90219e69",
+            "queue.jsonl": "c8c641aab63b0ed8223dedcc5c592c221cc799b329acb6fd8420e2e695e7104d",
+            "requests.csv": "11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "d42f2b026bd2565c3eb01ef792671615fb9f23e34741bf54cb784645d4e126d9",
+            "apl-state.float32.npy": "7854be275e5eb52135fd6c92c5a83549937a83d45729471b34eefcef1b178f6a",
+            "apl-inhibition.float32.npy": "808b78b9b2c6ad2cf1a527eab0ec97374d261ffee4802e5c3baa5836d1c009a9",
+            "apl-applied.float32.npy": "f4ad8e5ecb722ed74b6f06bd585f16a729bee8885b89117161b5eb6a810a625a",
+            "apl-pending-tail.float32.npy": "d4f835833480b80464c0fddcbb2213c8881ee07fdc718e4e3790edc1bf1a203c",
+            "apl-timing-audit.json": "41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd"
+          }
+        },
+        {
+          "case": "novel_to_aj-physiological-05-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f",
+            "requests.npz": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34",
+            "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+          },
+          "output_sha256": {
+            "state.npz": "a012bcd835f3b33c09fd15b39721f6d36d20aadef1d1c06a8b732f335d067bcb",
+            "summary.json": "aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4",
+            "tick-state-hashes.jsonl": "a395d7a6c22af43e081ebebb6b49714db0af2be3b4a4a2e31d51ec911abed975",
+            "queue.jsonl": "00e8e65344b5d36973350135d9a3dcb6ff82b7031a35ecd89299e549c240977c",
+            "requests.csv": "f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "aa75990e07b2293f75a37d8b3f07c852efba7e931d97aaa516e50244c4b08f66",
+            "apl-state.float32.npy": "30532de4b4521e2c317e392e0bebfc5f66a8426861eef58bcd0395061227b797",
+            "apl-inhibition.float32.npy": "a475b5d108a77b4ea15b56251ba166604f490c4be7c4ab205de572dc0773e508",
+            "apl-applied.float32.npy": "27a754cd3dfd9482a8a6616bc39bbc92c2c2e5ed44e1a44a8be4e7bb3fe09e71",
+            "apl-pending-tail.float32.npy": "7d2e5a7d0c5c4cc6e594114954cf9df6e1472b18b808b0e644fa5c59f0c8f2da",
+            "apl-timing-audit.json": "13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+            "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+            "summary.json": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30",
+            "tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+            "queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+            "requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+            "apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+            "apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+            "apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+            "apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+            "apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+            "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+            "summary.json": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33",
+            "tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+            "queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+            "requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+            "apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+            "apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+            "apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+            "apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+            "apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c",
+            "requests.npz": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "a2e402d11b1b7f915b3bcabf69d803039bde5c27dfdf237546b1fafab4729cae",
+            "summary.json": "6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c",
+            "tick-state-hashes.jsonl": "21d9d7aaebbd765d616580c71a2ce66bca67044f2a18fff8b9cf6bd326f5446a",
+            "queue.jsonl": "1d529fce25eb6856a534d41c205224f98b6c41b01a38c232e4ed16b722706326",
+            "requests.csv": "de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e06a3ab89be571c197a19469dad8d89120025518fa3506a08766a14ffc2fcd30",
+            "apl-state.float32.npy": "74746320407c9fa400011603d9dfef36cc0e9bcb0b04fe8ee7508ad417fa74fb",
+            "apl-inhibition.float32.npy": "01749c886a94731565b75b66e63050b52c57f53808c61838b212d14bcbec5790",
+            "apl-applied.float32.npy": "87509e937e12f67fec42bc3a9b7cdb5e497e08e802f894bd4f34cd2f8d251418",
+            "apl-pending-tail.float32.npy": "b365e01a0444457249984cd33758c345a121313f7556cb7ef150434306f60c15",
+            "apl-timing-audit.json": "ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1",
+            "requests.npz": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "f6a2f4b04875a66d9df21063114dea8980230916291533f70b0d73901618f6c4",
+            "summary.json": "ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16",
+            "tick-state-hashes.jsonl": "431a4577e3857fefe9f94b9b671f58917c9c2b8b22f80981a8a157869666c45a",
+            "queue.jsonl": "8008072bb10dcef833761e8777cc4f7254839882dec204bcffc4fd3f543a3057",
+            "requests.csv": "c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e58c743c50e0e0c6c39f818e70795df1c770efac2a8b73b89a6db0961edb5781",
+            "apl-state.float32.npy": "c6849a71a584c16ae40b17fd6e6a8226dfd23592888fd7492cbc1c0d56579dd5",
+            "apl-inhibition.float32.npy": "df17f5ff59493997d551845aa390c216dce044e97f08ef14e980d590cd4fb03b",
+            "apl-applied.float32.npy": "bacd3f7d07ceb4194c3542dd85edac6541b9b2246f8735945d03e43474c6cc41",
+            "apl-pending-tail.float32.npy": "1b24a689c3a80bfae1ab1e9a9c9f9848a3f3559c6f8d10e02bdccb4dd2e089fb",
+            "apl-timing-audit.json": "c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232",
+            "requests.npz": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "7683dd404a575bef06ee3eb8b6ccb4bea4ce97e044a6c3abcf963ee414f43dce",
+            "summary.json": "d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0",
+            "tick-state-hashes.jsonl": "444d075ee5c73fac12da4812b2c2604044a06b2623a609aa082ddece221d8d75",
+            "queue.jsonl": "df974420188597686d3955ab25a63f3905152d642d3fa3c3ef811128d914f969",
+            "requests.csv": "2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "37d6d9dcc2118c56270efa698f1bf7ed3232dd38bd715620d796fb46a4ae2f1b",
+            "apl-state.float32.npy": "316f3556f0df06a3c2c1cad2061899ea946f31535e86b3879b580d7c65e98b9b",
+            "apl-inhibition.float32.npy": "065589abb47f7159f5c91b64b27082ab53447c6dfebc08b8b70c6ef0f9973458",
+            "apl-applied.float32.npy": "e7879cf418437470a55ed9aeb83b06fa99a252e9dd02b1ffd517f5e3639373c5",
+            "apl-pending-tail.float32.npy": "e8d56937a6a2e629e743b1fed9078ee1a10edf68e245034182ba8d419f3b436a",
+            "apl-timing-audit.json": "b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580",
+            "requests.npz": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087",
+            "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+          },
+          "output_sha256": {
+            "state.npz": "0528d0b77e601a3fec9bfd72644f7223f6e6ff936cef3a277392019615261547",
+            "summary.json": "0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc",
+            "tick-state-hashes.jsonl": "d925038af9150c66e53f22758a621eae22f8e94369ff3ea22efec53cfde31626",
+            "queue.jsonl": "b8557e79bdab0732227ced6f1234bfbd50c87b900f2cd1d3a093c845d23e92e8",
+            "requests.csv": "22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9d4a8dce2147a5ae1d06e811d1e4df4bff461f45e62083d8cb7fe8eda95a2af3",
+            "apl-state.float32.npy": "9d47875ef926022e0d1723d78f93fd28da6cf1a1dba6a14c1106112d6598d121",
+            "apl-inhibition.float32.npy": "d866fa09911c1963799261305e85305309c930d8829fb612cf6275dcb5fa908c",
+            "apl-applied.float32.npy": "c4ecc67a29f07a07381e4a0a9e49b64bfe35c89ddbaf33a3d00ebee8778a8947",
+            "apl-pending-tail.float32.npy": "ba780c045ca5f075918a09e1c30e3c482c311952fd2672b440f7d69d5160608c",
+            "apl-timing-audit.json": "d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+            "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+            "summary.json": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186",
+            "tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+            "queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+            "requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+            "apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+            "apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+            "apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+            "apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+            "apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+            "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+            "summary.json": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c",
+            "tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+            "queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+            "requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+            "apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+            "apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+            "apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+            "apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+            "apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0",
+            "requests.npz": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "c8275ef6daffd44ee5b5cc62cdf388825a9026da1f9de35b7bbb65d5b5096e6e",
+            "summary.json": "c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df",
+            "tick-state-hashes.jsonl": "b05f059ac1dc2dbdbe4421884f5c0fd66150523e77b03351ca376ae61b054d25",
+            "queue.jsonl": "7b0491aacdff5c4070af33d6affe9825c7491b97aac93a7be76ba978e3ca91a3",
+            "requests.csv": "a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "86f32a12fd435de673fbf713551658d7bfe77a5aa669629f5b24d36a7696b9e4",
+            "apl-state.float32.npy": "f117def8d0d74c7bb76efba338929f86df627004a1a6146fa454f2ae6a446b27",
+            "apl-inhibition.float32.npy": "4898af02fcfef8a5fc30c51a6665f1201d9e2f06ad04875c9b324a78249a1be9",
+            "apl-applied.float32.npy": "c6523b4ce0d6da3b7aa7e5fc8514d1b898502eaee6ea67710510aacb87584d31",
+            "apl-pending-tail.float32.npy": "1471f86c463a76382814c720983a9b7e1a61ae835b81759024fca5052e0e4526",
+            "apl-timing-audit.json": "a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce",
+            "requests.npz": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "cd7a19591dbc458d350a8e94e11dfd7e18059e6d6ce14ee93883eec60fb31575",
+            "summary.json": "234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912",
+            "tick-state-hashes.jsonl": "d4a5e33e8d2df2e65fc8f20ede1cbd8808b1fc0d38d721cd469fac4f18f4452e",
+            "queue.jsonl": "81c7ec4fdf79f777b4fb1515b8c3c8098d09a16ad52ff4b00db8171d6d146e4b",
+            "requests.csv": "d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ff577fea082433379acd3f6d30d0311a4563d6f904d282e7729277df49c5f87f",
+            "apl-state.float32.npy": "4bfc51be9f7c74f07f8930c865c4aa7d5545b131474d8aa940402f5a39270147",
+            "apl-inhibition.float32.npy": "297c02cf0794e226ca44ccbf633a74a16ad779dfcddc23ca6ca5e615c7979206",
+            "apl-applied.float32.npy": "8d7e166d9e3dea7f05d92c49952436ec4ade24fc9483be2c677449e5edc8824f",
+            "apl-pending-tail.float32.npy": "e18aaaf6c1ce7a21aea76153ff9ef9df9c9e4c2746839135d7d430636a8ca3a9",
+            "apl-timing-audit.json": "26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7",
+            "requests.npz": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "ea45193f2a4ef02f40aad01c2c21240091880012fc8ab42b2833795413a880a7",
+            "summary.json": "5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07",
+            "tick-state-hashes.jsonl": "7ae9c1c73867037dc33526ae3f6e63af9731339fdbb0027566a10cf75864b6c1",
+            "queue.jsonl": "3be34e6e57bdffe596c6433bd73593d8813b2215da23bf6f4fa48953edbe9e8a",
+            "requests.csv": "f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ac134abc6774864d156bf86f359fc7b6589e0420b0b7061c8bfe0c34126eb64c",
+            "apl-state.float32.npy": "e44c73ad7ddf7936704aecae308bb88ead69591362fc623ce628759f1bbe87bf",
+            "apl-inhibition.float32.npy": "a9900c33acfe32b9086607243384b77a7673227400604e00849d64f0a9c007be",
+            "apl-applied.float32.npy": "8a0b1c3bd74d03a8551fc2ad4644e129cbfb008820d8f1128a097fedd72b381e",
+            "apl-pending-tail.float32.npy": "cb9428abcde03f3aa80a6f213d23aba56880889e30f7a58afb8f9763704d5da6",
+            "apl-timing-audit.json": "6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-01-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c",
+            "requests.npz": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e",
+            "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+          },
+          "output_sha256": {
+            "state.npz": "c59602e4d6d25d3900df072b1585d828c7d7da81542846830c475f52c5c1d352",
+            "summary.json": "f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a",
+            "tick-state-hashes.jsonl": "a54ace40ed82208039c2a538290725c6090e5155f4206d745a98f467a6ea534e",
+            "queue.jsonl": "4e8ecc814ae8720461263f905d3c7c4d27e1628fe794f6f7e63b415b78536532",
+            "requests.csv": "c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "e4ae1633229d737d504cb8eee0d11319c10ac772210fd98453bcadf4cfa5fa98",
+            "apl-state.float32.npy": "61f9a007211d42c42974e97ef8b3878f984c0a8b6a21d4e745f926e9ac16f1fe",
+            "apl-inhibition.float32.npy": "a1cd68af429141c4ec1e497efaf429e7121924bb89e4d33861c530150eb3ebe9",
+            "apl-applied.float32.npy": "24d80230317fb8a083ac14690b7429784f3641b11e3838ea25660851f7db54e3",
+            "apl-pending-tail.float32.npy": "67f3016c2fabea617ba4967e0e2ffbd67a8317908af9188825a838a6ba40f14b",
+            "apl-timing-audit.json": "ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+            "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+            "summary.json": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3",
+            "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+            "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+            "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+            "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+            "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+            "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+            "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+            "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+            "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+            "summary.json": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c",
+            "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+            "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+            "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+            "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+            "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+            "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+            "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+            "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5",
+            "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+            "summary.json": "0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d",
+            "tick-state-hashes.jsonl": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+            "queue.jsonl": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+            "requests.csv": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+            "apl-state.float32.npy": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+            "apl-inhibition.float32.npy": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+            "apl-applied.float32.npy": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+            "apl-pending-tail.float32.npy": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+            "apl-timing-audit.json": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447",
+            "requests.npz": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "64359c27339acb077aea734f7dcbc447c2a0e61fc6bb2ad300196a4da05b668b",
+            "summary.json": "30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01",
+            "tick-state-hashes.jsonl": "9d636eb8e4779bee64b94c28e3552eee2c782069fa15545506e69162abe2b3de",
+            "queue.jsonl": "56bd0128c245cd6e9b4d1fe647ab72100c5829108c6e40a77d54a394fc8e90ae",
+            "requests.csv": "0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "f111701edde55a2ef12c1dfaaee55da572b6759e99527253b168e980eeb2b567",
+            "apl-state.float32.npy": "7fc6b2100a33d0dbfd52dbe1af8c716d8508fe541c7263fb97e544f2754756b2",
+            "apl-inhibition.float32.npy": "26904b33121a13b5c1aff9e2b285605d4d1b89cda90199674d955b0212bc6a0d",
+            "apl-applied.float32.npy": "a4be2f0bcfc20d92ee86d3be00f17bae31f30610bdd4616b5cdbf56a6467d0d1",
+            "apl-pending-tail.float32.npy": "26edf3d12f7df9504ad0b7ddd919c624265ccae6b3c490cda2135be8671ca61a",
+            "apl-timing-audit.json": "eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb",
+            "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+            "summary.json": "bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2",
+            "tick-state-hashes.jsonl": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+            "queue.jsonl": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+            "requests.csv": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+            "apl-state.float32.npy": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+            "apl-inhibition.float32.npy": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+            "apl-applied.float32.npy": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+            "apl-pending-tail.float32.npy": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+            "apl-timing-audit.json": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-02-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264",
+            "requests.npz": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71",
+            "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+          },
+          "output_sha256": {
+            "state.npz": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+            "summary.json": "8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f",
+            "tick-state-hashes.jsonl": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+            "queue.jsonl": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+            "requests.csv": "ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+            "apl-state.float32.npy": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+            "apl-inhibition.float32.npy": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+            "apl-applied.float32.npy": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+            "apl-pending-tail.float32.npy": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+            "apl-timing-audit.json": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+            "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+            "summary.json": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21",
+            "tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+            "queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+            "requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+            "apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+            "apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+            "apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+            "apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+            "apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+            "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+            "summary.json": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea",
+            "tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+            "queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+            "requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+            "apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+            "apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+            "apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+            "apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+            "apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26",
+            "requests.npz": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "c13a5aaf2f6169a46e10b46d92436ab08f4870e848490d5061fad12e8f967110",
+            "summary.json": "602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f",
+            "tick-state-hashes.jsonl": "6bf26dff2adeb66c7f952240c14d3393e81ed8b14bb5d7721c03cb7a8ff9d7b8",
+            "queue.jsonl": "a922ccdf38ad98a4c02b0e9de0515be45ee01052cee2f0eeeb81dbfff434fed0",
+            "requests.csv": "bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c9eadd547677a1b9c060b3dd8db6758b167b7369798c17c6c5b39ebb171fd940",
+            "apl-state.float32.npy": "f174e59939f206e364199ed00ddba6adb1d8620662e719e58a3ca7de13e69995",
+            "apl-inhibition.float32.npy": "58f44cb9bb217c8ec8defdac580f5c181c0297046852d2d71741e966dd7f1c80",
+            "apl-applied.float32.npy": "278c0352fd418fa9ed8f424696b00c586e673618b8b54024c009521f3b919e26",
+            "apl-pending-tail.float32.npy": "f172e3b88859e5f630ba029e5df2acb6b5661e92346857c010b3b2d6dccfa225",
+            "apl-timing-audit.json": "9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869",
+            "requests.npz": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "8901c9963d8ddd7eb0cc38940330716b5491416f21d3b4ae4084ffda25f24f77",
+            "summary.json": "4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07",
+            "tick-state-hashes.jsonl": "1d98fac49ef46c05ae074471da3c0678a4377e242a8397c7b2819ad7c92aae75",
+            "queue.jsonl": "acd8d3d1ec19a5604a82d3f22f381e2349b24203870fb9952e8426fe97efcef5",
+            "requests.csv": "8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9d5a2b2c67bfd0004b59363ccfe907a9d4de4b2cbed85aa749ac20305b71e84c",
+            "apl-state.float32.npy": "fa009bc09f6dca94392cd8095e016ec057d8b0b6f9d968d8f26380cc4d8252e8",
+            "apl-inhibition.float32.npy": "a4a243281d5691c45962888f114dbb869aba273c24855c900bcda56fe1a1e390",
+            "apl-applied.float32.npy": "c33fa5a0a18e7e4fd602b94fc90c104c9f28d56486cdec3f55179eec30262919",
+            "apl-pending-tail.float32.npy": "bde5e95a679aa0dc4a52c4aaa5b18118964c11b948c102f2c8d62333cdc5e887",
+            "apl-timing-audit.json": "4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295",
+            "requests.npz": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "6adeff88abf77df995bd402f6f4f4d6ada9e7cfd31b130d00ae612e944464d97",
+            "summary.json": "0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f",
+            "tick-state-hashes.jsonl": "b5a4ae80820d05a612ce86eea8ee0e86b4c48aa8214b04b8039963d5a58c5ecb",
+            "queue.jsonl": "3d50a7efabcf1b554efbb9661035d6ffc6d30e298d78c65373e34682c71e886c",
+            "requests.csv": "70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "d091e296a106784fcf541c99e73c8c0bf3ef17edf44d7b0b3b22554441d2b0dd",
+            "apl-state.float32.npy": "3a6ab2761ada4c34d1856e8cd688a59679b52a0b53c3b72590ddc039da2c06a0",
+            "apl-inhibition.float32.npy": "6f74c502942145946e14c8d5f9d520839f5d90bee03fc31b663d80f32a259f1b",
+            "apl-applied.float32.npy": "a404872aa5bae4850fcd0988e4f4862cda2b2cbf32ad67057c2ee51adc3657c6",
+            "apl-pending-tail.float32.npy": "4245827d30eda0a2830855e2d06d0f0d904b280485c12ad62ee23ebff96b8391",
+            "apl-timing-audit.json": "bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-03-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224",
+            "requests.npz": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e",
+            "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+          },
+          "output_sha256": {
+            "state.npz": "02dd5bab61f5fb549045104105e99f9c931002552dcf9cef7a1943fae2729bf7",
+            "summary.json": "819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4",
+            "tick-state-hashes.jsonl": "6d70fa5c98d9c917c54a10e2d902e488b47c68e04ea5b9a2f61965b3a478722e",
+            "queue.jsonl": "6bab530ba0dbbf6b13064121bb910fd0f86e7a8699cb67cb4d3fcaf7b5420569",
+            "requests.csv": "2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "15f8ad42878460920cc48928225e5b7f4929256c01dadaaa7e9a0b150b6928c7",
+            "apl-state.float32.npy": "d2c2e6d551cad917f10b149eb6f94ee17b8584559ffed6e191655ca119740c45",
+            "apl-inhibition.float32.npy": "dc41aa130544e72142ebe6f54105d94aca7c1e06a029c8c3addf12f1e0e6f44f",
+            "apl-applied.float32.npy": "a5948450ac1f7ca913dd79fe08ccd68d6685d2ad3a9e76f8cb4be39d37888b5f",
+            "apl-pending-tail.float32.npy": "10dabd4b522d5639c27a5c95db497cd0a6e0487fa63383bb32ba32ed6fd67ad4",
+            "apl-timing-audit.json": "c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+            "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+            "summary.json": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6",
+            "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+            "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+            "requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+            "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+            "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+            "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+            "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+            "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+            "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+            "summary.json": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de",
+            "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+            "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+            "requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+            "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+            "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+            "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+            "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+            "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a",
+            "requests.npz": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "9eee167d3497bed606fe65a592e890b43ad11b46f8198a2fb836cbac02c677da",
+            "summary.json": "08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6",
+            "tick-state-hashes.jsonl": "59e370507404be11f9b33576486ebe9e411d3ee9adf44ee062951aaf7167344d",
+            "queue.jsonl": "dfb1d5a2effe7a409b507869d94d69259eace38e15544a51edd6a49b9c946e56",
+            "requests.csv": "695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "90dba32149535f167c4afa9ed38cbdf3de066831eda07cba7f77ab53187a7ab6",
+            "apl-state.float32.npy": "ac2a3089b1c3ec02572f762c95cd603d0c21c00441660f36b2ad264c1ff8ad91",
+            "apl-inhibition.float32.npy": "ffcb780450f77642582f9f726db8f64d96dfc53859591f9d249b2964bee9b538",
+            "apl-applied.float32.npy": "54b74be13e0da23edc966bc7bf12dd54568da628d53108988dfd7a58a6c04d38",
+            "apl-pending-tail.float32.npy": "77dd593f6324cbddb48147c00481998d20ab2a2dfc3c9df8ad611e5e143737d9",
+            "apl-timing-audit.json": "f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124",
+            "requests.npz": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "65867ed036d5bbd1c043a99dfb905031dd20cf3c709a69d21120703db57e4aed",
+            "summary.json": "a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678",
+            "tick-state-hashes.jsonl": "a7bb3930a8194d5206f2b37d588d792b20d0dd3be0ca8b92fc1c0052a636a371",
+            "queue.jsonl": "2cb200595c7d0c568f5e1698f23feccf4d5761f5e6755f72bba2f7ed2269f5d7",
+            "requests.csv": "f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "56a6dbabcfdf22f70ffbb541975405abd46938f12e74ae144dd7da5a879bec92",
+            "apl-state.float32.npy": "4cba59e2cfc28c6094e2d2e63f854c4cbc6e1ed8cf64d2587755b0169279732b",
+            "apl-inhibition.float32.npy": "8e66c11478571b83fd618f61fea06e8efee80cbf1335646e0a89948edddaa4c9",
+            "apl-applied.float32.npy": "6755a0f528838cd196f95964bbf49812c521698a9ff4891de4b6b3dc49c144f4",
+            "apl-pending-tail.float32.npy": "e7824eea55a70b4c08cc5d315aa949c5291d08797b3816cc5ee162826f4de87f",
+            "apl-timing-audit.json": "745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10",
+            "requests.npz": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "4bf7fb589a122c32cc5ff3199c578055c056c95cbfc988f0e8093cbd248b3cbf",
+            "summary.json": "9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26",
+            "tick-state-hashes.jsonl": "a07caa9b470296be671a9dec2c5de9e089b05f8a4001cb417dd149c0db2e5451",
+            "queue.jsonl": "1ff4e5526f2c573ef58ede8be5ca3b2d50fd136fb1430cdc6bee85d16c007059",
+            "requests.csv": "370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "3307e240f06ded4d0fdb81a936b21ae4c57c66ec64cbeaeebc65ee8c07e78f11",
+            "apl-state.float32.npy": "1a28443fa34fc76cecdb0620b578097dc9c69318ce46b8a14b53f078d1f22b81",
+            "apl-inhibition.float32.npy": "0162a3673f7fefce6f56daa3e6f668f69557cc2983e4f4f1e250e1132624f364",
+            "apl-applied.float32.npy": "a5505f60f4762f99a58cda63f361cce3a4f13dfcc88c6a4d96844bdd82d8c20b",
+            "apl-pending-tail.float32.npy": "4b3cde2f7ce5cc5cdbd2965e5d0f879599c7075aae98e0c1e4b0e370ed978f33",
+            "apl-timing-audit.json": "eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-04-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf",
+            "requests.npz": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d",
+            "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+          },
+          "output_sha256": {
+            "state.npz": "87354769784bf6b88a88e8962374bdde2da68e9bc3e0f99e53a8aec95111d2f2",
+            "summary.json": "8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780",
+            "tick-state-hashes.jsonl": "7bdc08f07223c59a98b582930908fdd3c21698ddae0c1c7354bb2631dcf1e6db",
+            "queue.jsonl": "47238ad0d05d42be8eeecc3312be472e6e277cbd1080c7266823858cbda976d2",
+            "requests.csv": "0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "f21bb846df985d932b67f71e3cd1dbb5c1cb91cf5c0f59e84f72032a09da9cbc",
+            "apl-state.float32.npy": "0f58d8d3f727ac0dd5338572933a5ca96096f00530ef9ea42df53cbad340ba10",
+            "apl-inhibition.float32.npy": "06467e2786ce26ba3a58eb00e3b007e51703d0dea9e3692438daa86209ad80ed",
+            "apl-applied.float32.npy": "5375fa3d2f0746b4e5f65eb49378b775a26a2e48e0a925c1b4aa2ef29e6ae10a",
+            "apl-pending-tail.float32.npy": "3f0be26815c395586577b165b4b6d589fe45b08bbddda3fffff8b5b5a8737f5f",
+            "apl-timing-audit.json": "b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+            "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+            "summary.json": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea",
+            "tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+            "queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+            "requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+            "apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+            "apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+            "apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+            "apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+            "apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741825",
+          "repeat": 1,
+          "input_sha256": {
+            "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+            "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+            "summary.json": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33",
+            "tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+            "queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+            "requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+            "apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+            "apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+            "apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+            "apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+            "apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741826",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564",
+            "requests.npz": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "60572624c540c0377b2b48d39d814cb9340b78ef59ad16bcaa77029486584771",
+            "summary.json": "93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b",
+            "tick-state-hashes.jsonl": "494b5ccaabda99c9ffeea8ca7493a392055a5aebe55466cf3cdb30fa873cdc5e",
+            "queue.jsonl": "3e618f7ebd2e00de28247467f6e9c6e020bda769a41a4c3c1f73e37b49c82467",
+            "requests.csv": "489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "32e367ce5fbf9579c4a22e511cb8c2d072c29fdb40ad382c2bab437cfc01d065",
+            "apl-state.float32.npy": "07361b6bdd6f3c75f6aaf6460f88e51f80108ded44a8965baa195f73ef9809f6",
+            "apl-inhibition.float32.npy": "0eb3395ccede202f4c06d692958a16cdcea839fc6e85d633154afcad8c7bfbe5",
+            "apl-applied.float32.npy": "394e8e40da40efc363a8aa560c23607758d621a581176cd8a330b7267d013b23",
+            "apl-pending-tail.float32.npy": "c5f2fdbe6055a68bc886925dd01174d46500e4b0244c92028264855e680c91db",
+            "apl-timing-audit.json": "8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741827",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67",
+            "requests.npz": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "914eeeb84311271f1191a6aa990ce467f3cfa9a33de91744d698b32148e7fc4c",
+            "summary.json": "2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7",
+            "tick-state-hashes.jsonl": "bf62ae9a56791ac7ea79ba821680d165962db865f33737b3b85cc9ea44931d78",
+            "queue.jsonl": "2c30d8b29b7d72913df6dc047d341661f77e42220bef42f324683aaea1f567c1",
+            "requests.csv": "9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "c38f3168f1315aa2fdf02e34f7b695b305dd722096242c6180059bba24203a12",
+            "apl-state.float32.npy": "accce938b5dab6a15af00fc5c35cd476e75a85d236f613ee56674af3a41cb099",
+            "apl-inhibition.float32.npy": "2cd0f46f3ac5a504786add9c89282129bed51064cd1935868007d24e8aa4ef07",
+            "apl-applied.float32.npy": "007df4d22c31132332672b29b71d7ce19b835be93a39274bb24d9eaaf9090319",
+            "apl-pending-tail.float32.npy": "1e0440fc7d9521e93e266b3e01e2338cb534c94679610ba93a6d74a7b59e0254",
+            "apl-timing-audit.json": "d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741828",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00",
+            "requests.npz": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "7a32c17e2457bc3ac267834d1cb97cfb97e122131ff827d328230cda349f3647",
+            "summary.json": "fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc",
+            "tick-state-hashes.jsonl": "1ddb546e66371fd7b1d6f6bf630cb15d07b037c9a21b7f9dc18a99b7ef70d871",
+            "queue.jsonl": "07553a422c1275c8d1b63f2e6da04cd01615d02eb5d50cdd8a4d049f6042eb6c",
+            "requests.csv": "bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "9ce4c42e47b2cfd367a5dc33bc685cbb18266111afd09fa365ffbb704e721c9a",
+            "apl-state.float32.npy": "2f81d7e25f8f96a1b4d0e460f71ed74204cc09326b362b93e3732f31b0f0f8d8",
+            "apl-inhibition.float32.npy": "b1c4d9ebd79c29400d1737cb0f2abca03f2da92b319a1c05531d3f99d51b9b61",
+            "apl-applied.float32.npy": "48f2b648ae276ac5731feb861680e0f8afaf2e90e28d30c980fb97f4b34d287a",
+            "apl-pending-tail.float32.npy": "6fbf62a04ea53c22f8b80abc465e9d2c679485f9faff7aee10d20c1d59924892",
+            "apl-timing-audit.json": "8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4"
+          }
+        },
+        {
+          "case": "novel_to_aj-matched_energy-05-s1073741829",
+          "repeat": 0,
+          "input_sha256": {
+            "spec.json": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4",
+            "requests.npz": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99",
+            "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+          },
+          "output_sha256": {
+            "state.npz": "3f7014ce074fe7b7657cce45951f94232f73a588dd44fe20d0b79b124d00e1d5",
+            "summary.json": "cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21",
+            "tick-state-hashes.jsonl": "f9f91a58f46f2865c0493f9fc7ece8930caa0ceed69d7a13de0ff599c3a14c96",
+            "queue.jsonl": "699fdbf2282105c153c1e1a362fddcaa3f3a5ecd784c4e40b7a1c79bc4c08312",
+            "requests.csv": "0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0",
+            "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+            "apl-drive.float32.npy": "ccc24543aa81da3b8f40b1e754a55dc0d0edf0518c48820aaf1d4117026357be",
+            "apl-state.float32.npy": "ac4d70ec6e71c060acc0281cb0bb678df658266d8e290246126aa1c08457166d",
+            "apl-inhibition.float32.npy": "8e9263f3e5d2a34b6f1bb951356ee501687441f798f77cab85adf1f70700d5f4",
+            "apl-applied.float32.npy": "6baf311f5f615bdbe52d19bd2fa9ce08179e6030f2c0aed3edc50817d16a194e",
+            "apl-pending-tail.float32.npy": "4999fda512a6bc26c993a9db20e951a692bcf8b84b9a86406ea42b37fd537e6b",
+            "apl-timing-audit.json": "1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969"
+          }
+        }
+      ],
+      "phase": "4AK",
+      "apl_delay_steps": 18,
+      "seeds": [
+        1073741825,
+        1073741826,
+        1073741827,
+        1073741828,
+        1073741829
+      ],
+      "duration_ms": 100.0,
+      "odor_ids": [
+        "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+        "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+        "CETWDUZRCINIHU-ZETCQYMHSA-N",
+        "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+        "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+        "ACCRBMDJCPPJDX-UHFFFAOYSA-N"
+      ],
+      "encoder_audit": {
+        "panel_count": 12,
+        "cal_count": 6,
+        "novel_to_aj_count": 6,
+        "median_mapped_response_sum": 2.556107997894287,
+        "seeds": [
+          1073741825,
+          1073741826,
+          1073741827,
+          1073741828,
+          1073741829
+        ],
+        "seeds_static_audit_sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+        "cohorts_static_panel_rows": {
+          "seed_validation": [
+            {
+              "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+              "odor_index": 0,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+              "odor_index": 1,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+              "odor_index": 2,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+              "odor_index": 3,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+              "odor_index": 4,
+              "source_panel_split": "calibration"
+            },
+            {
+              "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+              "odor_index": 5,
+              "source_panel_split": "calibration"
+            }
+          ],
+          "novel_to_aj": [
+            {
+              "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+              "odor_index": 0,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+              "odor_index": 1,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+              "odor_index": 2,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+              "odor_index": 3,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+              "odor_index": 4,
+              "source_panel_split": "heldout"
+            },
+            {
+              "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+              "odor_index": 5,
+              "source_panel_split": "heldout"
+            }
+          ]
+        },
+        "requested_before_any_dynamics": true,
+        "historical_never_simulated_claim": false,
+        "old_heldout_dynamic_access": false,
+        "seed_namespace_universally_independent_claim": false,
+        "source_function": "Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies",
+        "source_sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+        "function_ast_sha256": "5dcedb699cc77f5a47ee6d91f52c93138ddbc23e37c9c8b28927e34370d92fd1",
+        "torch": "2.14.0+cu130",
+        "numpy": "2.2.6",
+        "control_60_original_CAL_arrays_exact": true,
+        "target_rng_column_order": "Original function output, unchanged",
+        "generation": "Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests",
+        "expected_not_realized_input_energy_matched": true,
+        "no_learning": true
+      },
+      "prerequisite_input_sha256": {
+        "validation_inventory": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+        "encoder_audit": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0",
+        "static_panel": "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0",
+        "seed_audit": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+        "KC_identity": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+        "frozen_D18_spec": "acb231fe2f6ee50a48bdd9abb1fd7422d7a77b6a471ad4e5793ef9a4ba9f9c4c",
+        "AG_calibration_source": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+        "AJ_calibration_source": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+      },
+      "representation_failure_is_not_numerical_failure": true,
+      "old_module_globals_modified": false,
+      "old_heldout_dynamic_access": false,
+      "historical_never_simulated_claim": false,
+      "requested_cohort_only_dynamic_read": true,
+      "suite_owns_sequential_unlock": true,
+      "shared_apl_component_oracle_limit": true,
+      "independent_oracle_equivalence_claim": false,
+      "seed_namespace_claim": "Declared static-audit scope only; not an unqualified all-history independence claim",
+      "biological_delay_measurement_claimed": false,
+      "candidate_generated": false,
+      "training": false,
+      "metric_source": "SHA-pinned AG complete phase4l gate; SHA-pinned AJ timing/repeat checks"
+    }
+  },
+  "gates": {
+    "controls": {
+      "stage": "controls",
+      "pass_all": true,
+      "cases": [
+        {
+          "case": "cal-physiological-00-s51101",
+          "group": "controls",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 0
+        },
+        {
+          "case": "cal-matched_energy-00-s51101",
+          "group": "controls",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 0
+        }
+      ],
+      "scope": "Same-input fresh D18 GPU identity with sealed AJ; no new model or Brian run"
+    },
+    "seed-probes": {
+      "stage": "seed-probes",
+      "pass_all": true,
+      "cases": [
+        {
+          "case": "seed_validation-physiological-00-s1073741825",
+          "group": "seed_validation",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 1
+        },
+        {
+          "case": "seed_validation-matched_energy-00-s1073741825",
+          "group": "seed_validation",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 1
+        }
+      ],
+      "scope": "Two fixed first-odor first-seed mode probes; independent LIF with shared unchanged Torch APL component"
+    },
+    "seed-validation": {
+      "stage": "seed-validation",
+      "cohort": "seed_validation",
+      "pass_all": true,
+      "execution_gate_pass": true,
+      "representation_gate_pass": true,
+      "base_count": 60,
+      "repeat_count": 12,
+      "repeat_cases": [
+        "seed_validation-physiological-00-s1073741825",
+        "seed_validation-physiological-01-s1073741825",
+        "seed_validation-physiological-02-s1073741825",
+        "seed_validation-physiological-03-s1073741825",
+        "seed_validation-physiological-04-s1073741825",
+        "seed_validation-physiological-05-s1073741825",
+        "seed_validation-matched_energy-00-s1073741825",
+        "seed_validation-matched_energy-01-s1073741825",
+        "seed_validation-matched_energy-02-s1073741825",
+        "seed_validation-matched_energy-03-s1073741825",
+        "seed_validation-matched_energy-04-s1073741825",
+        "seed_validation-matched_energy-05-s1073741825"
+      ],
+      "summary": "validation/seed_validation/summary.json",
+      "summary_sha256": "5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63",
+      "validation_inventory_sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+      "scope": "Complete fixed representation block; no pooled rescue, learning, tuning, or historically-unseen-odor claim"
+    },
+    "novel-probes": {
+      "stage": "novel-probes",
+      "pass_all": true,
+      "cases": [
+        {
+          "case": "novel_to_aj-physiological-00-s1073741825",
+          "group": "novel_to_aj",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 1
+        },
+        {
+          "case": "novel_to_aj-matched_energy-00-s1073741825",
+          "group": "novel_to_aj",
+          "pass_all": true,
+          "fresh_gpu_runs": 1,
+          "new_oracle_runs": 1
+        }
+      ],
+      "scope": "Two fixed first-odor first-seed mode probes; independent LIF with shared unchanged Torch APL component"
+    },
+    "novel-validation": {
+      "stage": "novel-validation",
+      "cohort": "novel_to_aj",
+      "pass_all": true,
+      "execution_gate_pass": true,
+      "representation_gate_pass": true,
+      "base_count": 60,
+      "repeat_count": 12,
+      "repeat_cases": [
+        "novel_to_aj-physiological-00-s1073741825",
+        "novel_to_aj-physiological-01-s1073741825",
+        "novel_to_aj-physiological-02-s1073741825",
+        "novel_to_aj-physiological-03-s1073741825",
+        "novel_to_aj-physiological-04-s1073741825",
+        "novel_to_aj-physiological-05-s1073741825",
+        "novel_to_aj-matched_energy-00-s1073741825",
+        "novel_to_aj-matched_energy-01-s1073741825",
+        "novel_to_aj-matched_energy-02-s1073741825",
+        "novel_to_aj-matched_energy-03-s1073741825",
+        "novel_to_aj-matched_energy-04-s1073741825",
+        "novel_to_aj-matched_energy-05-s1073741825"
+      ],
+      "summary": "validation/novel_to_aj/summary.json",
+      "summary_sha256": "e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec",
+      "validation_inventory_sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+      "scope": "Complete fixed representation block; no pooled rescue, learning, tuning, or historically-unseen-odor claim"
+    }
+  },
+  "controls": {
+    "cal-physiological-00-s51101": true,
+    "cal-matched_energy-00-s51101": true
+  },
+  "comparisons": {
+    "seed_validation/seed_validation-physiological-00-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-00-s1073741825": true
+  },
+  "components": {
+    "controls/cal-physiological-00-s51101": true,
+    "controls/cal-matched_energy-00-s51101": true,
+    "seed_validation/seed_validation-physiological-00-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-00-s1073741825": true
+  },
+  "repeats": {
+    "seed_validation/seed_validation-physiological-00-s1073741825": true,
+    "seed_validation/seed_validation-physiological-01-s1073741825": true,
+    "seed_validation/seed_validation-physiological-02-s1073741825": true,
+    "seed_validation/seed_validation-physiological-03-s1073741825": true,
+    "seed_validation/seed_validation-physiological-04-s1073741825": true,
+    "seed_validation/seed_validation-physiological-05-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-00-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-01-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-02-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-03-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-04-s1073741825": true,
+    "seed_validation/seed_validation-matched_energy-05-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-01-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-02-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-03-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-04-s1073741825": true,
+    "novel_to_aj/novel_to_aj-physiological-05-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-00-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-01-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-02-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-03-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-04-s1073741825": true,
+    "novel_to_aj/novel_to_aj-matched_energy-05-s1073741825": true
+  },
+  "stopped": [],
+  "seed_validation_pass": true,
+  "novel_to_aj_pass": true,
+  "novel_dynamics_executed": true,
+  "novel_unlock_policy_violation": false,
+  "planned_primary_cases": 120,
+  "actual_primary_cases": 120,
+  "measurements": [
+    {
+      "group": "controls",
+      "run": "cal-matched_energy-00-s51101-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "cal-matched_energy-00-s51101",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29368,
+      "diagnostic_simulation_seconds": 5.531164882999292,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "controls",
+      "run": "cal-physiological-00-s51101-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "cal-physiological-00-s51101",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29672,
+      "diagnostic_simulation_seconds": 5.49795266000001,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29962,
+      "diagnostic_simulation_seconds": 5.764329978002934,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29962,
+      "diagnostic_simulation_seconds": 5.446398478001356,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31389,
+      "diagnostic_simulation_seconds": 5.5217706539988285,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29975,
+      "diagnostic_simulation_seconds": 5.527070279997133,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30725,
+      "diagnostic_simulation_seconds": 5.4901712909995695,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-00-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-00-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30776,
+      "diagnostic_simulation_seconds": 5.409633881001355,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30482,
+      "diagnostic_simulation_seconds": 5.485696276999079,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30482,
+      "diagnostic_simulation_seconds": 5.509760116998223,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29490,
+      "diagnostic_simulation_seconds": 5.466478451999137,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28723,
+      "diagnostic_simulation_seconds": 5.4222442009995575,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30073,
+      "diagnostic_simulation_seconds": 5.448671415000717,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-01-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-01-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29207,
+      "diagnostic_simulation_seconds": 5.38933921699936,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29608,
+      "diagnostic_simulation_seconds": 5.497906382999645,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29608,
+      "diagnostic_simulation_seconds": 5.422011016002216,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30410,
+      "diagnostic_simulation_seconds": 5.484954804000154,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29775,
+      "diagnostic_simulation_seconds": 5.522541245998582,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30196,
+      "diagnostic_simulation_seconds": 5.39245148199916,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-02-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-02-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31102,
+      "diagnostic_simulation_seconds": 5.478951282002527,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28840,
+      "diagnostic_simulation_seconds": 5.355459151000105,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28840,
+      "diagnostic_simulation_seconds": 5.404176242998801,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27654,
+      "diagnostic_simulation_seconds": 5.441230465999979,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30028,
+      "diagnostic_simulation_seconds": 5.3640398110001115,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29329,
+      "diagnostic_simulation_seconds": 5.449805827000091,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-03-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-03-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29558,
+      "diagnostic_simulation_seconds": 5.423418033999042,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29344,
+      "diagnostic_simulation_seconds": 5.473714243002178,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29344,
+      "diagnostic_simulation_seconds": 5.465215480999177,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29930,
+      "diagnostic_simulation_seconds": 5.459983828000986,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30746,
+      "diagnostic_simulation_seconds": 5.48793125100201,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29387,
+      "diagnostic_simulation_seconds": 5.414578938998602,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-04-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-04-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29814,
+      "diagnostic_simulation_seconds": 5.458955029000208,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31130,
+      "diagnostic_simulation_seconds": 5.44141782600127,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31130,
+      "diagnostic_simulation_seconds": 5.483690396999009,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30347,
+      "diagnostic_simulation_seconds": 5.407166130000405,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27898,
+      "diagnostic_simulation_seconds": 5.41905337299977,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30745,
+      "diagnostic_simulation_seconds": 5.488111929000297,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-matched_energy-05-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-matched_energy-05-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 25989,
+      "diagnostic_simulation_seconds": 5.337828709001769,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29986,
+      "diagnostic_simulation_seconds": 5.483649336998496,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29986,
+      "diagnostic_simulation_seconds": 5.4653927459985425,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31442,
+      "diagnostic_simulation_seconds": 5.471228557998984,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30248,
+      "diagnostic_simulation_seconds": 5.508960039998783,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30936,
+      "diagnostic_simulation_seconds": 5.498443440999836,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-00-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-00-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31556,
+      "diagnostic_simulation_seconds": 5.5033607660006965,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30156,
+      "diagnostic_simulation_seconds": 5.500054191998061,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30156,
+      "diagnostic_simulation_seconds": 5.495093642999564,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29491,
+      "diagnostic_simulation_seconds": 5.392976610000915,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28706,
+      "diagnostic_simulation_seconds": 5.39284658500037,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30563,
+      "diagnostic_simulation_seconds": 5.437726855001529,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-01-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-01-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29060,
+      "diagnostic_simulation_seconds": 5.3828776980008115,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29608,
+      "diagnostic_simulation_seconds": 5.492411849001655,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29608,
+      "diagnostic_simulation_seconds": 5.5293507800015504,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30410,
+      "diagnostic_simulation_seconds": 5.4783582519994525,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29791,
+      "diagnostic_simulation_seconds": 5.441204631999426,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30196,
+      "diagnostic_simulation_seconds": 5.526426611999341,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-02-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-02-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31102,
+      "diagnostic_simulation_seconds": 5.530523607001669,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29285,
+      "diagnostic_simulation_seconds": 5.438236849000532,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29285,
+      "diagnostic_simulation_seconds": 5.354783890001272,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 26849,
+      "diagnostic_simulation_seconds": 5.557157550003467,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29881,
+      "diagnostic_simulation_seconds": 5.440592966999247,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30146,
+      "diagnostic_simulation_seconds": 5.432819096000458,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-03-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-03-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28171,
+      "diagnostic_simulation_seconds": 5.39618948199859,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29344,
+      "diagnostic_simulation_seconds": 5.446028257996659,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29344,
+      "diagnostic_simulation_seconds": 5.454065961002925,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30895,
+      "diagnostic_simulation_seconds": 5.456464585000504,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30231,
+      "diagnostic_simulation_seconds": 5.494722464001825,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30101,
+      "diagnostic_simulation_seconds": 5.4912080640024215,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-04-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-04-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28991,
+      "diagnostic_simulation_seconds": 5.535671962999913,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30843,
+      "diagnostic_simulation_seconds": 5.477510660999542,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30843,
+      "diagnostic_simulation_seconds": 5.457693188996927,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29174,
+      "diagnostic_simulation_seconds": 5.4608350089984015,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27862,
+      "diagnostic_simulation_seconds": 5.402170168999874,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30052,
+      "diagnostic_simulation_seconds": 5.487416645002668,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "novel_to_aj",
+      "run": "novel_to_aj-physiological-05-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "novel_to_aj-physiological-05-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 25813,
+      "diagnostic_simulation_seconds": 5.346050855001522,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30982,
+      "diagnostic_simulation_seconds": 5.683002581001347,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30982,
+      "diagnostic_simulation_seconds": 5.51350390999869,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30906,
+      "diagnostic_simulation_seconds": 5.502163474000554,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30254,
+      "diagnostic_simulation_seconds": 5.343605400998058,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29646,
+      "diagnostic_simulation_seconds": 5.534692892997555,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-00-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-00-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 26212,
+      "diagnostic_simulation_seconds": 5.346653840999352,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30314,
+      "diagnostic_simulation_seconds": 5.398529335001513,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30314,
+      "diagnostic_simulation_seconds": 5.517644196999754,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29743,
+      "diagnostic_simulation_seconds": 5.467695123003068,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31100,
+      "diagnostic_simulation_seconds": 5.515289931998268,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29148,
+      "diagnostic_simulation_seconds": 5.494395268997323,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-01-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-01-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30726,
+      "diagnostic_simulation_seconds": 5.6121176650012785,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30688,
+      "diagnostic_simulation_seconds": 5.5292707459993835,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30688,
+      "diagnostic_simulation_seconds": 5.528670576997683,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31772,
+      "diagnostic_simulation_seconds": 5.505878493000637,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29197,
+      "diagnostic_simulation_seconds": 5.5182952909999585,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29791,
+      "diagnostic_simulation_seconds": 5.466703466998297,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-02-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-02-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 32003,
+      "diagnostic_simulation_seconds": 5.554126629998791,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28946,
+      "diagnostic_simulation_seconds": 5.467653875002725,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28946,
+      "diagnostic_simulation_seconds": 5.469729188000201,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30341,
+      "diagnostic_simulation_seconds": 5.478247229002591,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29051,
+      "diagnostic_simulation_seconds": 5.3534003919994575,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29748,
+      "diagnostic_simulation_seconds": 5.406051926998771,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-03-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-03-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28154,
+      "diagnostic_simulation_seconds": 5.416212315001758,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30169,
+      "diagnostic_simulation_seconds": 5.487538530000165,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30169,
+      "diagnostic_simulation_seconds": 5.432707989002665,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31710,
+      "diagnostic_simulation_seconds": 5.459141808001732,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28859,
+      "diagnostic_simulation_seconds": 5.3817605010008265,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29080,
+      "diagnostic_simulation_seconds": 5.415625360001286,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-04-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-04-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27859,
+      "diagnostic_simulation_seconds": 5.372211222998885,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30490,
+      "diagnostic_simulation_seconds": 5.526067803999467,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30490,
+      "diagnostic_simulation_seconds": 5.487102353999944,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31174,
+      "diagnostic_simulation_seconds": 5.470637516002171,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30093,
+      "diagnostic_simulation_seconds": 5.455922104996716,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29411,
+      "diagnostic_simulation_seconds": 5.441341613000986,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-matched_energy-05-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-matched_energy-05-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30288,
+      "diagnostic_simulation_seconds": 5.448253360998933,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30876,
+      "diagnostic_simulation_seconds": 5.466401872999995,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30876,
+      "diagnostic_simulation_seconds": 5.4536090469991905,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30280,
+      "diagnostic_simulation_seconds": 5.433752976998221,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29830,
+      "diagnostic_simulation_seconds": 5.531102421999094,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29892,
+      "diagnostic_simulation_seconds": 5.435887944000569,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-00-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-00-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 26554,
+      "diagnostic_simulation_seconds": 5.316381247997924,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30839,
+      "diagnostic_simulation_seconds": 5.5255115300024045,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30839,
+      "diagnostic_simulation_seconds": 5.548867287998291,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29681,
+      "diagnostic_simulation_seconds": 5.470435883999016,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30987,
+      "diagnostic_simulation_seconds": 5.496826257000066,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30044,
+      "diagnostic_simulation_seconds": 5.451807180001197,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-01-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-01-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31377,
+      "diagnostic_simulation_seconds": 5.567507233001379,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30688,
+      "diagnostic_simulation_seconds": 5.548542953001743,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30688,
+      "diagnostic_simulation_seconds": 5.509757961001014,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31406,
+      "diagnostic_simulation_seconds": 5.486253397997643,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29197,
+      "diagnostic_simulation_seconds": 5.477574201002426,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29395,
+      "diagnostic_simulation_seconds": 5.480565289002698,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-02-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-02-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 32003,
+      "diagnostic_simulation_seconds": 5.529588565997983,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29170,
+      "diagnostic_simulation_seconds": 5.439657273997,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29170,
+      "diagnostic_simulation_seconds": 5.371071500998369,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 30042,
+      "diagnostic_simulation_seconds": 5.717921740000747,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28600,
+      "diagnostic_simulation_seconds": 5.382687327997701,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29389,
+      "diagnostic_simulation_seconds": 5.429438641000161,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-03-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-03-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 26493,
+      "diagnostic_simulation_seconds": 5.363118119999854,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27631,
+      "diagnostic_simulation_seconds": 5.380592987999989,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27631,
+      "diagnostic_simulation_seconds": 5.30207746400265,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 28277,
+      "diagnostic_simulation_seconds": 5.404513784000301,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29438,
+      "diagnostic_simulation_seconds": 5.40577262700026,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29353,
+      "diagnostic_simulation_seconds": 5.408143963999464,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-04-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-04-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 27031,
+      "diagnostic_simulation_seconds": 5.329198123003152,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741825-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 32142,
+      "diagnostic_simulation_seconds": 5.731452059997537,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741825-r1",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741825",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 32142,
+      "diagnostic_simulation_seconds": 5.480287386999407,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741826-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741826",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31839,
+      "diagnostic_simulation_seconds": 5.53024340799675,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741827-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741827",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29587,
+      "diagnostic_simulation_seconds": 5.428383012000268,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741828-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741828",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 31659,
+      "diagnostic_simulation_seconds": 5.5392036299999745,
+      "peak_allocated_vram_bytes": 518003712
+    },
+    {
+      "group": "seed_validation",
+      "run": "seed_validation-physiological-05-s1073741829-r0",
+      "complete": true,
+      "pass_all": true,
+      "case": "seed_validation-physiological-05-s1073741829",
+      "nodes": 166700,
+      "edges": 25582938,
+      "total_spikes": 29695,
+      "diagnostic_simulation_seconds": 5.519098175998806,
+      "peak_allocated_vram_bytes": 518003712
+    }
+  ],
+  "aggregated_valid_primary_cases": 120,
+  "actual_checked_repeats": 24,
+  "old_frozen_integrity_pass": true,
+  "frozen_five_reference_pass": true,
+  "unchanged_sealed_runtime": true,
+  "dynamics_changed": false,
+  "old_heldout_dynamic_results_parsed": false,
+  "novel_scope": "Unused for AG/AJ calibration, not historically never simulated",
+  "shared_APL_arithmetic_oracle_limitation": true,
+  "biological_delay_measured": false,
+  "APL_nonKC_fast_edges_unreplaced": 1212,
+  "learning_achieved": false,
+  "candidate_generated": false,
+  "full_scientific_goal_achieved": false,
+  "payload_bytes_before_manifest": 6153604425,
+  "next_gate": "Credit specificity and real KC-to-MBON functional transfer before conditioning"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/novel-probes-gate.json b/registry/phase4ak-apl-timing-validation/evidence/audit/novel-probes-gate.json
new file mode 100644
index 0000000..04a54b2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/novel-probes-gate.json
@@ -0,0 +1,21 @@
+{
+  "stage": "novel-probes",
+  "pass_all": true,
+  "cases": [
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "group": "novel_to_aj",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 1
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "group": "novel_to_aj",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 1
+    }
+  ],
+  "scope": "Two fixed first-odor first-seed mode probes; independent LIF with shared unchanged Torch APL component"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/novel-validation-gate.json b/registry/phase4ak-apl-timing-validation/evidence/audit/novel-validation-gate.json
new file mode 100644
index 0000000..dd0231d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/novel-validation-gate.json
@@ -0,0 +1,27 @@
+{
+  "stage": "novel-validation",
+  "cohort": "novel_to_aj",
+  "pass_all": true,
+  "execution_gate_pass": true,
+  "representation_gate_pass": true,
+  "base_count": 60,
+  "repeat_count": 12,
+  "repeat_cases": [
+    "novel_to_aj-physiological-00-s1073741825",
+    "novel_to_aj-physiological-01-s1073741825",
+    "novel_to_aj-physiological-02-s1073741825",
+    "novel_to_aj-physiological-03-s1073741825",
+    "novel_to_aj-physiological-04-s1073741825",
+    "novel_to_aj-physiological-05-s1073741825",
+    "novel_to_aj-matched_energy-00-s1073741825",
+    "novel_to_aj-matched_energy-01-s1073741825",
+    "novel_to_aj-matched_energy-02-s1073741825",
+    "novel_to_aj-matched_energy-03-s1073741825",
+    "novel_to_aj-matched_energy-04-s1073741825",
+    "novel_to_aj-matched_energy-05-s1073741825"
+  ],
+  "summary": "validation/novel_to_aj/summary.json",
+  "summary_sha256": "e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec",
+  "validation_inventory_sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+  "scope": "Complete fixed representation block; no pooled rescue, learning, tuning, or historically-unseen-odor claim"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..4c20195
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29962
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json
new file mode 100644
index 0000000..c71a7a3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-01-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30482
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json
new file mode 100644
index 0000000..eb95cde
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-02-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29608
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json
new file mode 100644
index 0000000..b6bb8c1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-03-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 28840
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json
new file mode 100644
index 0000000..eb4cc4a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-04-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29344
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json
new file mode 100644
index 0000000..4ae8081
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-matched_energy-05-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 31130
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
new file mode 100644
index 0000000..baf16d1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29986
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json
new file mode 100644
index 0000000..5ff180b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-01-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30156
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json
new file mode 100644
index 0000000..c474bad
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-02-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29608
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json
new file mode 100644
index 0000000..d8669af
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-03-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29285
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json
new file mode 100644
index 0000000..ffd0322
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-04-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29344
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json
new file mode 100644
index 0000000..e96d2a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "novel_to_aj-physiological-05-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30843
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..f5f1f95
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30982
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json
new file mode 100644
index 0000000..d1ecf95
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-01-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30314
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json
new file mode 100644
index 0000000..c3e7c2f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-02-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30688
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json
new file mode 100644
index 0000000..90a10b7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-03-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 28946
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json
new file mode 100644
index 0000000..ba17f88
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-04-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30169
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json
new file mode 100644
index 0000000..ebf442f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-matched_energy-05-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30490
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json
new file mode 100644
index 0000000..4afb402
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-00-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30876
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json
new file mode 100644
index 0000000..f23d5a3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-01-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30839
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json
new file mode 100644
index 0000000..2e61777
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-02-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 30688
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json
new file mode 100644
index 0000000..8ec7d0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-03-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 29170
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json
new file mode 100644
index 0000000..d4e55f8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-04-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 27631
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json
new file mode 100644
index 0000000..7ee2095
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json
@@ -0,0 +1,201 @@
+{
+  "apl_delay_steps": 18,
+  "case": "seed_validation-physiological-05-s1073741825",
+  "checks": {
+    "apl.applied.bitwise_exact": true,
+    "apl.applied.finite": true,
+    "apl.applied.schema": true,
+    "apl.drive.bitwise_exact": true,
+    "apl.drive.finite": true,
+    "apl.drive.schema": true,
+    "apl.inhibition.bitwise_exact": true,
+    "apl.inhibition.finite": true,
+    "apl.inhibition.schema": true,
+    "apl.pending.bitwise_exact": true,
+    "apl.pending.finite": true,
+    "apl.pending.schema": true,
+    "apl.state.bitwise_exact": true,
+    "apl.state.finite": true,
+    "apl.state.schema": true,
+    "component.parsed_exact": true,
+    "first_gpu.apl_positive_applied": true,
+    "first_gpu.apl_positive_drive": true,
+    "first_gpu.apl_positive_inhibition": true,
+    "first_gpu.apl_positive_state": true,
+    "first_gpu.apl_precision": true,
+    "first_gpu.case_name": true,
+    "first_gpu.component_summary_consistent": true,
+    "first_gpu.count_nonnegative_total": true,
+    "first_gpu.delay_summary": true,
+    "first_gpu.events_sorted_unique": true,
+    "first_gpu.final_apl_state_metadata": true,
+    "first_gpu.finite_sequence_row_conservation": true,
+    "first_gpu.fixed_delay_applied.bitwise_exact": true,
+    "first_gpu.fixed_delay_applied.finite": true,
+    "first_gpu.fixed_delay_applied.schema": true,
+    "first_gpu.fixed_delay_pending.bitwise_exact": true,
+    "first_gpu.fixed_delay_pending.finite": true,
+    "first_gpu.fixed_delay_pending.schema": true,
+    "first_gpu.history_mode": true,
+    "first_gpu.last_hash_g": true,
+    "first_gpu.last_hash_ref": true,
+    "first_gpu.last_hash_v": true,
+    "first_gpu.no_dense_g": true,
+    "first_gpu.no_dense_ref": true,
+    "first_gpu.no_dense_v": true,
+    "first_gpu.no_error_marker": true,
+    "first_gpu.no_extra_brain_or_apl_ticks": true,
+    "first_gpu.pending_hash_metadata": true,
+    "first_gpu.pending_shape_metadata": true,
+    "first_gpu.pending_summary_counts": true,
+    "first_gpu.ref_range": true,
+    "first_gpu.reported_events": true,
+    "first_gpu.request_summary": true,
+    "first_gpu.summary_complete": true,
+    "first_gpu.timing_finite_nonnegative": true,
+    "first_gpu.timing_integer_metadata": true,
+    "first_gpu.timing_summary_metadata": true,
+    "hashes.parsed_exact": true,
+    "queues.parsed_exact": true,
+    "requests.parsed_exact": true,
+    "second_gpu.apl_positive_applied": true,
+    "second_gpu.apl_positive_drive": true,
+    "second_gpu.apl_positive_inhibition": true,
+    "second_gpu.apl_positive_state": true,
+    "second_gpu.apl_precision": true,
+    "second_gpu.case_name": true,
+    "second_gpu.component_summary_consistent": true,
+    "second_gpu.count_nonnegative_total": true,
+    "second_gpu.delay_summary": true,
+    "second_gpu.events_sorted_unique": true,
+    "second_gpu.final_apl_state_metadata": true,
+    "second_gpu.finite_sequence_row_conservation": true,
+    "second_gpu.fixed_delay_applied.bitwise_exact": true,
+    "second_gpu.fixed_delay_applied.finite": true,
+    "second_gpu.fixed_delay_applied.schema": true,
+    "second_gpu.fixed_delay_pending.bitwise_exact": true,
+    "second_gpu.fixed_delay_pending.finite": true,
+    "second_gpu.fixed_delay_pending.schema": true,
+    "second_gpu.history_mode": true,
+    "second_gpu.last_hash_g": true,
+    "second_gpu.last_hash_ref": true,
+    "second_gpu.last_hash_v": true,
+    "second_gpu.no_dense_g": true,
+    "second_gpu.no_dense_ref": true,
+    "second_gpu.no_dense_v": true,
+    "second_gpu.no_error_marker": true,
+    "second_gpu.no_extra_brain_or_apl_ticks": true,
+    "second_gpu.pending_hash_metadata": true,
+    "second_gpu.pending_shape_metadata": true,
+    "second_gpu.pending_summary_counts": true,
+    "second_gpu.ref_range": true,
+    "second_gpu.reported_events": true,
+    "second_gpu.request_summary": true,
+    "second_gpu.summary_complete": true,
+    "second_gpu.timing_finite_nonnegative": true,
+    "second_gpu.timing_integer_metadata": true,
+    "second_gpu.timing_summary_metadata": true,
+    "state.counts.bitwise_exact": true,
+    "state.counts.finite": true,
+    "state.counts.schema": true,
+    "state.g.bitwise_exact": true,
+    "state.g.finite": true,
+    "state.g.schema": true,
+    "state.neuron_idx.bitwise_exact": true,
+    "state.neuron_idx.finite": true,
+    "state.neuron_idx.schema": true,
+    "state.ref.bitwise_exact": true,
+    "state.ref.finite": true,
+    "state.ref.schema": true,
+    "state.step.bitwise_exact": true,
+    "state.step.finite": true,
+    "state.step.schema": true,
+    "state.v.bitwise_exact": true,
+    "state.v.finite": true,
+    "state.v.schema": true,
+    "summary.accepted_arriving_edges": true,
+    "summary.accepted_requests": true,
+    "summary.all_finite": true,
+    "summary.apl_delay_steps": true,
+    "summary.apl_fast_edges_zeroed": true,
+    "summary.apl_precision": true,
+    "summary.apl_schedule": true,
+    "summary.apl_si_conversion": true,
+    "summary.apl_timing": true,
+    "summary.arriving_edges": true,
+    "summary.build": true,
+    "summary.case": true,
+    "summary.complete": true,
+    "summary.completed_ticks": true,
+    "summary.counts_match_sparse_events": true,
+    "summary.edges": true,
+    "summary.effective_weights_raw_sha256": true,
+    "summary.future_generated_decay_tail_included": true,
+    "summary.input_sha256": true,
+    "summary.kc_targets_present": true,
+    "summary.learning": true,
+    "summary.nodes": true,
+    "summary.pass_all": true,
+    "summary.pending_generated_count": true,
+    "summary.pending_initial_zero_prefix": true,
+    "summary.pending_tail_shape": true,
+    "summary.precision": true,
+    "summary.record_history": true,
+    "summary.rejected_requests": true,
+    "summary.requested": true,
+    "summary.sealed_ae_backend_sha256": true,
+    "summary.source_provenance": true,
+    "summary.state_units": true,
+    "summary.steps": true,
+    "summary.total_spikes": true
+  },
+  "differences": {},
+  "edges": 25582938,
+  "evidence_sha256": {
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599",
+    "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14"
+  },
+  "explicit_exclusions": [
+    "wall_seconds",
+    "diagnostic_simulation_seconds",
+    "build_or_cache_seconds",
+    "peak_allocated_vram_bytes",
+    "peak_reserved_vram_bytes"
+  ],
+  "failed_checks": [],
+  "first": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0",
+  "kind": "fresh-GPU-run exact repeat comparison",
+  "nodes": 166700,
+  "pass_all": true,
+  "record_history": false,
+  "scientific_apl_delay_fields_compared": true,
+  "scope": "Scientific outputs, recording integrity and input hashes; independent case/graph audit belongs to compare()",
+  "second": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1",
+  "signed_zero_included": true,
+  "steps": 1000,
+  "timing_fields_compared": false,
+  "tolerance": null,
+  "total_spikes": 32142
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/seed-probes-gate.json b/registry/phase4ak-apl-timing-validation/evidence/audit/seed-probes-gate.json
new file mode 100644
index 0000000..fc373b2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/seed-probes-gate.json
@@ -0,0 +1,21 @@
+{
+  "stage": "seed-probes",
+  "pass_all": true,
+  "cases": [
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "group": "seed_validation",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "group": "seed_validation",
+      "pass_all": true,
+      "fresh_gpu_runs": 1,
+      "new_oracle_runs": 1
+    }
+  ],
+  "scope": "Two fixed first-odor first-seed mode probes; independent LIF with shared unchanged Torch APL component"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/audit/seed-validation-gate.json b/registry/phase4ak-apl-timing-validation/evidence/audit/seed-validation-gate.json
new file mode 100644
index 0000000..6deca8c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/audit/seed-validation-gate.json
@@ -0,0 +1,27 @@
+{
+  "stage": "seed-validation",
+  "cohort": "seed_validation",
+  "pass_all": true,
+  "execution_gate_pass": true,
+  "representation_gate_pass": true,
+  "base_count": 60,
+  "repeat_count": 12,
+  "repeat_cases": [
+    "seed_validation-physiological-00-s1073741825",
+    "seed_validation-physiological-01-s1073741825",
+    "seed_validation-physiological-02-s1073741825",
+    "seed_validation-physiological-03-s1073741825",
+    "seed_validation-physiological-04-s1073741825",
+    "seed_validation-physiological-05-s1073741825",
+    "seed_validation-matched_energy-00-s1073741825",
+    "seed_validation-matched_energy-01-s1073741825",
+    "seed_validation-matched_energy-02-s1073741825",
+    "seed_validation-matched_energy-03-s1073741825",
+    "seed_validation-matched_energy-04-s1073741825",
+    "seed_validation-matched_energy-05-s1073741825"
+  ],
+  "summary": "validation/seed_validation/summary.json",
+  "summary_sha256": "5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63",
+  "validation_inventory_sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+  "scope": "Complete fixed representation block; no pooled rescue, learning, tuning, or historically-unseen-odor claim"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-matched_energy-00-s51101/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-matched_energy-00-s51101/spec.json
new file mode 100644
index 0000000..1361b5b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-matched_energy-00-s51101/spec.json
@@ -0,0 +1,43 @@
+{
+  "name": "cal-matched_energy-00-s51101",
+  "kind": "calibration",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 51101,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-physiological-00-s51101/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-physiological-00-s51101/spec.json
new file mode 100644
index 0000000..eb48398
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/controls/cal-physiological-00-s51101/spec.json
@@ -0,0 +1,43 @@
+{
+  "name": "cal-physiological-00-s51101",
+  "kind": "calibration",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 51101,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json
new file mode 100644
index 0000000..6aa7f2b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-00-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 0,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 35,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json
new file mode 100644
index 0000000..9849092
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-00-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 0,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 35,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json
new file mode 100644
index 0000000..01d3472
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-00-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 0,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 35,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json
new file mode 100644
index 0000000..029a474
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-00-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 0,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 35,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json
new file mode 100644
index 0000000..c0183ec
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-00-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 0,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 35,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json
new file mode 100644
index 0000000..aa2261d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-01-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 1,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 55,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json
new file mode 100644
index 0000000..79d405d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-01-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 1,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 55,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json
new file mode 100644
index 0000000..da7776f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-01-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 1,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 55,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json
new file mode 100644
index 0000000..a415b28
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-01-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 1,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 55,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json
new file mode 100644
index 0000000..fe2798e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-01-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 1,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 55,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json
new file mode 100644
index 0000000..b3fa2f8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-02-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 39,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json
new file mode 100644
index 0000000..9ec48e7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-02-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 39,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json
new file mode 100644
index 0000000..f7710ff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-02-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 39,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json
new file mode 100644
index 0000000..7072938
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-02-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 39,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json
new file mode 100644
index 0000000..ec78728
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-02-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 39,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json
new file mode 100644
index 0000000..1e38f58
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-03-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 26,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json
new file mode 100644
index 0000000..bfa839e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-03-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 26,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json
new file mode 100644
index 0000000..d02107e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-03-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 26,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json
new file mode 100644
index 0000000..226279f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-03-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 26,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json
new file mode 100644
index 0000000..6339de9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-03-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 26,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json
new file mode 100644
index 0000000..07d1327
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-04-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 4,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 50,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json
new file mode 100644
index 0000000..1fd4915
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-04-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 4,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 50,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json
new file mode 100644
index 0000000..82da82b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-04-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 4,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 50,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json
new file mode 100644
index 0000000..cf287b4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-04-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 4,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 50,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json
new file mode 100644
index 0000000..a4512bb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-04-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 4,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 50,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json
new file mode 100644
index 0000000..0feed16
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-05-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 5,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json
new file mode 100644
index 0000000..fcdbac9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-05-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 5,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json
new file mode 100644
index 0000000..ecbef39
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-05-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 5,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json
new file mode 100644
index 0000000..daddbe0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-05-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 5,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json
new file mode 100644
index 0000000..e4a0b6f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-matched_energy-05-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 5,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json
new file mode 100644
index 0000000..4e3034e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-00-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 0,
+  "expected_external_events": 113.30283203125,
+  "target_count": 35,
+  "rate_sum_hz": 1133.0283203125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json
new file mode 100644
index 0000000..fbbae4d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-00-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 0,
+  "expected_external_events": 113.30283203125,
+  "target_count": 35,
+  "rate_sum_hz": 1133.0283203125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json
new file mode 100644
index 0000000..6def4e6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-00-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 0,
+  "expected_external_events": 113.30283203125,
+  "target_count": 35,
+  "rate_sum_hz": 1133.0283203125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json
new file mode 100644
index 0000000..3b2e8e3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-00-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 0,
+  "expected_external_events": 113.30283203125,
+  "target_count": 35,
+  "rate_sum_hz": 1133.0283203125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json
new file mode 100644
index 0000000..533eab9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-00-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-methylsulfanylpropanoate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 0,
+  "expected_external_events": 113.30283203125,
+  "target_count": 35,
+  "rate_sum_hz": 1133.0283203125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 6
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json
new file mode 100644
index 0000000..cf90e59
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-01-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 1,
+  "expected_external_events": 98.0925048828125,
+  "target_count": 55,
+  "rate_sum_hz": 980.925048828125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json
new file mode 100644
index 0000000..5028888
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-01-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 1,
+  "expected_external_events": 98.0925048828125,
+  "target_count": 55,
+  "rate_sum_hz": 980.925048828125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json
new file mode 100644
index 0000000..1600713
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-01-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 1,
+  "expected_external_events": 98.0925048828125,
+  "target_count": 55,
+  "rate_sum_hz": 980.925048828125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json
new file mode 100644
index 0000000..2e50862
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-01-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 1,
+  "expected_external_events": 98.0925048828125,
+  "target_count": 55,
+  "rate_sum_hz": 980.925048828125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json
new file mode 100644
index 0000000..014eb16
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-01-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+  "odor_name": "ethyl 3-hydroxyhexanoate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 1,
+  "expected_external_events": 98.0925048828125,
+  "target_count": 55,
+  "rate_sum_hz": 980.925048828125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 7
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json
new file mode 100644
index 0000000..53e84ba
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-02-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 2,
+  "expected_external_events": 100.91329345703124,
+  "target_count": 39,
+  "rate_sum_hz": 1009.1329345703125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json
new file mode 100644
index 0000000..e6717c4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-02-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 2,
+  "expected_external_events": 100.91329345703124,
+  "target_count": 39,
+  "rate_sum_hz": 1009.1329345703125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json
new file mode 100644
index 0000000..7ce5c59
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-02-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 2,
+  "expected_external_events": 100.91329345703124,
+  "target_count": 39,
+  "rate_sum_hz": 1009.1329345703125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json
new file mode 100644
index 0000000..d180f67
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-02-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 2,
+  "expected_external_events": 100.91329345703124,
+  "target_count": 39,
+  "rate_sum_hz": 1009.1329345703125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json
new file mode 100644
index 0000000..fde43e2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-02-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+  "odor_name": "(2S)-heptan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 2,
+  "expected_external_events": 100.91329345703124,
+  "target_count": 39,
+  "rate_sum_hz": 1009.1329345703125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 8
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json
new file mode 100644
index 0000000..785a978
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-03-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 3,
+  "expected_external_events": 75.04344482421875,
+  "target_count": 26,
+  "rate_sum_hz": 750.4344482421875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json
new file mode 100644
index 0000000..cd1e84c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-03-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 3,
+  "expected_external_events": 75.04344482421875,
+  "target_count": 26,
+  "rate_sum_hz": 750.4344482421875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json
new file mode 100644
index 0000000..0ebf2ec
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-03-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 3,
+  "expected_external_events": 75.04344482421875,
+  "target_count": 26,
+  "rate_sum_hz": 750.4344482421875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json
new file mode 100644
index 0000000..67e8739
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-03-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 3,
+  "expected_external_events": 75.04344482421875,
+  "target_count": 26,
+  "rate_sum_hz": 750.4344482421875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json
new file mode 100644
index 0000000..19e7c53
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-03-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+  "odor_name": "4-ethylphenol",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 3,
+  "expected_external_events": 75.04344482421875,
+  "target_count": 26,
+  "rate_sum_hz": 750.4344482421875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 9
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json
new file mode 100644
index 0000000..7dda468
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-04-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 4,
+  "expected_external_events": 107.3767822265625,
+  "target_count": 50,
+  "rate_sum_hz": 1073.767822265625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json
new file mode 100644
index 0000000..97fe321
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-04-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 4,
+  "expected_external_events": 107.3767822265625,
+  "target_count": 50,
+  "rate_sum_hz": 1073.767822265625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json
new file mode 100644
index 0000000..a7ec47b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-04-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 4,
+  "expected_external_events": 107.3767822265625,
+  "target_count": 50,
+  "rate_sum_hz": 1073.767822265625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json
new file mode 100644
index 0000000..316103c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-04-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 4,
+  "expected_external_events": 107.3767822265625,
+  "target_count": 50,
+  "rate_sum_hz": 1073.767822265625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json
new file mode 100644
index 0000000..be6e0de
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-04-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+  "odor_name": "3-hexanone",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 4,
+  "expected_external_events": 107.3767822265625,
+  "target_count": 50,
+  "rate_sum_hz": 1073.767822265625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 10
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json
new file mode 100644
index 0000000..3414480
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-05-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 5,
+  "expected_external_events": 95.12998657226562,
+  "target_count": 48,
+  "rate_sum_hz": 951.2998657226562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json
new file mode 100644
index 0000000..dbd43ad
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-05-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 5,
+  "expected_external_events": 95.12998657226562,
+  "target_count": 48,
+  "rate_sum_hz": 951.2998657226562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json
new file mode 100644
index 0000000..79300fe
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-05-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 5,
+  "expected_external_events": 95.12998657226562,
+  "target_count": 48,
+  "rate_sum_hz": 951.2998657226562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json
new file mode 100644
index 0000000..d8d045f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-05-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 5,
+  "expected_external_events": 95.12998657226562,
+  "target_count": 48,
+  "rate_sum_hz": 951.2998657226562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json
new file mode 100644
index 0000000..2b65c72
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "novel_to_aj-physiological-05-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+  "odor_name": "methyl 3-hydroxy hexanoate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 5,
+  "expected_external_events": 95.12998657226562,
+  "target_count": 48,
+  "rate_sum_hz": 951.2998657226562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "source_panel_row": 11
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json
new file mode 100644
index 0000000..d1b266a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-00-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json
new file mode 100644
index 0000000..07130d7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-00-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json
new file mode 100644
index 0000000..0fb8b1d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-00-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json
new file mode 100644
index 0000000..abac26b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-00-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json
new file mode 100644
index 0000000..b5af2e3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-00-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 0,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json
new file mode 100644
index 0000000..575a218
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-01-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 1,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 55,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json
new file mode 100644
index 0000000..dda3b7d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-01-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 1,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 55,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json
new file mode 100644
index 0000000..379e08d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-01-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 1,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 55,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json
new file mode 100644
index 0000000..30ae1b5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-01-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 1,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 55,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json
new file mode 100644
index 0000000..f502390
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-01-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 1,
+  "expected_external_events": 102.2443115234375,
+  "target_count": 55,
+  "rate_sum_hz": 1022.443115234375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json
new file mode 100644
index 0000000..bf5490d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-02-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 33,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json
new file mode 100644
index 0000000..97d3dd1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-02-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 33,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json
new file mode 100644
index 0000000..fc1682b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-02-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 33,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json
new file mode 100644
index 0000000..7bef617
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-02-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 33,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json
new file mode 100644
index 0000000..43bda3b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-02-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 2,
+  "expected_external_events": 102.24430541992187,
+  "target_count": 33,
+  "rate_sum_hz": 1022.4430541992188,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json
new file mode 100644
index 0000000..eca4173
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-03-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 44,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json
new file mode 100644
index 0000000..de9b4cc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-03-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 44,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json
new file mode 100644
index 0000000..4ed837d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-03-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 44,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json
new file mode 100644
index 0000000..ea6fc6f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-03-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 44,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json
new file mode 100644
index 0000000..11b4daa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-03-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 3,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 44,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json
new file mode 100644
index 0000000..0a14084
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-04-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 4,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json
new file mode 100644
index 0000000..d2f8ac7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-04-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 4,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json
new file mode 100644
index 0000000..165027b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-04-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 4,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json
new file mode 100644
index 0000000..075a2f0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-04-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 4,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json
new file mode 100644
index 0000000..e47c989
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-04-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 4,
+  "expected_external_events": 102.24432373046875,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4432373046875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json
new file mode 100644
index 0000000..3371f32
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-05-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741825,
+  "odor_index": 5,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json
new file mode 100644
index 0000000..64ad5fe
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-05-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741826,
+  "odor_index": 5,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json
new file mode 100644
index 0000000..80bb185
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-05-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741827,
+  "odor_index": 5,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json
new file mode 100644
index 0000000..8eb996b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-05-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741828,
+  "odor_index": 5,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json
new file mode 100644
index 0000000..7eaee54
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-matched_energy-05-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "matched_energy",
+  "seed": 1073741829,
+  "odor_index": 5,
+  "expected_external_events": 102.24431762695312,
+  "target_count": 48,
+  "rate_sum_hz": 1022.4431762695312,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json
new file mode 100644
index 0000000..5901ffb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-00-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json
new file mode 100644
index 0000000..04949fe
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-00-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json
new file mode 100644
index 0000000..4859477
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-00-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json
new file mode 100644
index 0000000..6f6916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-00-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json
new file mode 100644
index 0000000..6be175b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-00-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+  "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 0,
+  "expected_external_events": 105.90211181640625,
+  "target_count": 48,
+  "rate_sum_hz": 1059.0211181640625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 0
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json
new file mode 100644
index 0000000..7476412
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-01-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 1,
+  "expected_external_events": 126.12415771484375,
+  "target_count": 55,
+  "rate_sum_hz": 1261.2415771484375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json
new file mode 100644
index 0000000..46dce6d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-01-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 1,
+  "expected_external_events": 126.12415771484375,
+  "target_count": 55,
+  "rate_sum_hz": 1261.2415771484375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json
new file mode 100644
index 0000000..ec30b27
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-01-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 1,
+  "expected_external_events": 126.12415771484375,
+  "target_count": 55,
+  "rate_sum_hz": 1261.2415771484375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json
new file mode 100644
index 0000000..435274c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-01-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 1,
+  "expected_external_events": 126.12415771484375,
+  "target_count": 55,
+  "rate_sum_hz": 1261.2415771484375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json
new file mode 100644
index 0000000..a02d726
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-01-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+  "odor_name": "3-penten-2-one",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 1,
+  "expected_external_events": 126.12415771484375,
+  "target_count": 55,
+  "rate_sum_hz": 1261.2415771484375,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 1
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json
new file mode 100644
index 0000000..d15eb11
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-02-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 2,
+  "expected_external_events": 103.575341796875,
+  "target_count": 33,
+  "rate_sum_hz": 1035.75341796875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json
new file mode 100644
index 0000000..ed1c233
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-02-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 2,
+  "expected_external_events": 103.575341796875,
+  "target_count": 33,
+  "rate_sum_hz": 1035.75341796875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json
new file mode 100644
index 0000000..b08d8c7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-02-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 2,
+  "expected_external_events": 103.575341796875,
+  "target_count": 33,
+  "rate_sum_hz": 1035.75341796875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json
new file mode 100644
index 0000000..ccc73ce
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-02-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 2,
+  "expected_external_events": 103.575341796875,
+  "target_count": 33,
+  "rate_sum_hz": 1035.75341796875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json
new file mode 100644
index 0000000..332bc7d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-02-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+  "odor_name": "(2R)-hexan-2-ol",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 2,
+  "expected_external_events": 103.575341796875,
+  "target_count": 33,
+  "rate_sum_hz": 1035.75341796875,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 2
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json
new file mode 100644
index 0000000..478506c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-03-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 3,
+  "expected_external_events": 85.80020141601562,
+  "target_count": 44,
+  "rate_sum_hz": 858.0020141601562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json
new file mode 100644
index 0000000..a35176a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-03-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 3,
+  "expected_external_events": 85.80020141601562,
+  "target_count": 44,
+  "rate_sum_hz": 858.0020141601562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json
new file mode 100644
index 0000000..4412f4f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-03-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 3,
+  "expected_external_events": 85.80020141601562,
+  "target_count": 44,
+  "rate_sum_hz": 858.0020141601562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json
new file mode 100644
index 0000000..5ebdee5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-03-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 3,
+  "expected_external_events": 85.80020141601562,
+  "target_count": 44,
+  "rate_sum_hz": 858.0020141601562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json
new file mode 100644
index 0000000..25171a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-03-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+  "odor_name": "gamma-propyl-gamma-butyrolactone",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 3,
+  "expected_external_events": 85.80020141601562,
+  "target_count": 44,
+  "rate_sum_hz": 858.0020141601562,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 3
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json
new file mode 100644
index 0000000..20e060e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-04-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 4,
+  "expected_external_events": 77.2682861328125,
+  "target_count": 48,
+  "rate_sum_hz": 772.682861328125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json
new file mode 100644
index 0000000..29f18e9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-04-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 4,
+  "expected_external_events": 77.2682861328125,
+  "target_count": 48,
+  "rate_sum_hz": 772.682861328125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json
new file mode 100644
index 0000000..7f36220
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-04-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 4,
+  "expected_external_events": 77.2682861328125,
+  "target_count": 48,
+  "rate_sum_hz": 772.682861328125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json
new file mode 100644
index 0000000..7cff90c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-04-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 4,
+  "expected_external_events": 77.2682861328125,
+  "target_count": 48,
+  "rate_sum_hz": 772.682861328125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json
new file mode 100644
index 0000000..bca27f8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-04-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+  "odor_name": "2-methyl butyl acetate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 4,
+  "expected_external_events": 77.2682861328125,
+  "target_count": 48,
+  "rate_sum_hz": 772.682861328125,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 4
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json
new file mode 100644
index 0000000..acb47fa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-05-s1073741825",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741825,
+  "odor_index": 5,
+  "expected_external_events": 174.35963134765626,
+  "target_count": 48,
+  "rate_sum_hz": 1743.5963134765625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json
new file mode 100644
index 0000000..c10e45c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-05-s1073741826",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741826,
+  "odor_index": 5,
+  "expected_external_events": 174.35963134765626,
+  "target_count": 48,
+  "rate_sum_hz": 1743.5963134765625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json
new file mode 100644
index 0000000..9364a3e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-05-s1073741827",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741827,
+  "odor_index": 5,
+  "expected_external_events": 174.35963134765626,
+  "target_count": 48,
+  "rate_sum_hz": 1743.5963134765625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json
new file mode 100644
index 0000000..e6eeb95
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-05-s1073741828",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741828,
+  "odor_index": 5,
+  "expected_external_events": 174.35963134765626,
+  "target_count": 48,
+  "rate_sum_hz": 1743.5963134765625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json
new file mode 100644
index 0000000..fa65dce
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json
@@ -0,0 +1,46 @@
+{
+  "name": "seed_validation-physiological-05-s1073741829",
+  "kind": "fullgraph",
+  "steps": 1000,
+  "dt_ms": 0.1,
+  "duration_ms": 100.0,
+  "model": {
+    "dt_ms": 0.1,
+    "membrane_tau_ms": 20.0,
+    "synaptic_tau_ms": 5.0,
+    "refractory_ms": 2.2,
+    "resting_potential_mv": -52.0,
+    "reset_potential_mv": -52.0,
+    "threshold_mv": -45.0,
+    "synaptic_delay_ms": 1.8,
+    "w_syn_mv_per_anatomical_synapse": 0.275
+  },
+  "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+  "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "apl": {
+    "tau_ms": 20.0,
+    "gain": 0.01,
+    "normalization": 1.0
+  },
+  "record_history": false,
+  "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+  "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+  "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+  "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "output_budget_bytes": 25769803776,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "training": false,
+  "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+  "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+  "mode": "physiological",
+  "seed": 1073741829,
+  "odor_index": 5,
+  "expected_external_events": 174.35963134765626,
+  "target_count": 48,
+  "rate_sum_hz": 1743.5963134765625,
+  "apl_delay_steps": 18,
+  "validation_cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "source_panel_row": 5
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/checksums.sha256 b/registry/phase4ak-apl-timing-validation/evidence/checksums.sha256
new file mode 100644
index 0000000..e9380c2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/checksums.sha256
@@ -0,0 +1,2900 @@
+c89a6c3ae8380f218d15cdfba1d8aa4fc1859d2f46a6bf1306450015f4efda53  REPORT.md
+93e4fc94d9e5e1ed8a13e975dd4392cc4a1d4363fe71c0b82ce43d97b6900b6f  audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
+623a6a5e685674fdd4dfd07e3a56bc8a11176a559a70634506150f03fbc41277  audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
+302c6dd70c07e4168e76e180294ae1876c0a5fd2a8f8a1ba15b19c936db452c0  audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json
+5ade5ea66006f7bdc1df339e0f5c75bacf450d24d8c7f34b9d7f1ac2a868aa0a  audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json
+ed71c8aa01ff9b845591e3f481c89c2c1d8db1c0aead885ee9b94bf94bbadf57  audit/control-cal-matched_energy-00-s51101.json
+ed4e193f9b933360fd15e6851b87b260ec300053cf864c8a3a5446d91274c955  audit/control-cal-physiological-00-s51101.json
+62a19c748da7f1b0f4256b472763e8a278add8ee9f1794499df799a2d418bfb5  audit/controls-gate.json
+c49181086ecbd19511b9f1e783afea8f66d0f74348a7b70d7f6c5fa99b4337fc  audit/final-status.json
+230fc1e8d7a817a77ebfa66ddb6f44cb5c5a6891fdad2b4fe1fd607d7be35f62  audit/novel-probes-gate.json
+06b3fa91d947c05449340c9de6897b012ac9170f92ccf20e2954c52d201b5234  audit/novel-validation-gate.json
+92559d7fa2bcb3615fd87a2110d61b40704e80b98ae774d55e8672cb71a30031  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json
+b72c170f068e99fcf7a09773e455e960035e01f245fad81b89a64e487039732b  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json
+061efc20cb6cadfb25f29db3ea255adbe2e1126d113dfe63c64a8fb24e13b216  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json
+6dfbbab429b1ee25b61b8ca59da27706c46e4f055f3eec05ff10a30d63b4cf0e  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json
+350c257a253cef46ca263dc0904c6f057745e8453834fce75d043816bc811855  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json
+13776fd612bc93a88723e5f0526330d8b67a9177c886b7f32bd209be60182c13  audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json
+658c4bd3def28db7abf935e6e34bb529549b7115276445cd6b2938bc9fef2766  audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json
+b5386c46789cf8338c6822126bb73fa238bd192d7ee69b956b0c907fe683e9c7  audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json
+0ebe3d85a2afdc7539b3b166578e84b3ed81a5be3289ab84190abac0bdbadce1  audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json
+c6e40eba02f5bb622dff8afc4e0d257470d8dc1078112b2ea5eee7550ac18eb2  audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json
+ecc671d6c4faf6b0dd42f8938f178d4455358b63f51dace9abcf3d1c048ce97e  audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json
+8fcfe25e34d83a17bb706f6508e95b413f996853f243f529236bce1b82da163b  audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json
+bb59498c12fa42c5900c06c5bd76f8a6d9374028b34c45204b48da299e802992  audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json
+829dca83c233285cbfa0c26f1643cf2dfd5aa6d71acf19b93c3111c2a94123ca  audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json
+ed53a3ea8e0def239486b47a3fe50f4889f03d3b42f7cfaa891b48a02d398678  audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json
+93be462e1167730462e1faca842663921d3c9b7abe8cee4d1ed30b1ef4a2bd08  audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json
+e44558058778b901efe25ab81e1c1171cea7caed4d7d6bcc62b86a71fcaa17c3  audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json
+8644de15deb0fb8776a638446fbdfc4c6c6f9dce98312ad35168321d4b4d9dd6  audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json
+4f97dd84b91fcf296ca67fb7b7e9f570470e6bf5c5218cef9b16585cdb8f478b  audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json
+4cb83a8d77cdb1a7ea9369311c220e70141da6985aaab21912cc7cf469136ea4  audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json
+517313c28633b2423d0c8d5fa322999a0c37a26bf0fdf64cefddec62dea55cce  audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json
+4243fbc57c2aac3cd8046924e89514c28b2f53c9ccfde7619995ef575646f5fa  audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json
+8f4b7bf26d6f5311fc13d3854b9a293483924823cc638ecfa344380eb14bafbf  audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json
+04588268cc3b36f77d83ffe9569b9da2b49a14a857f56c4ffe9bf251e045a7cc  audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json
+c2bdf69dfcf3705f2c00abb9b1e20b75f758cb4a922572050094c7ce85328aa8  audit/seed-probes-gate.json
+2fa8596d1a98ccb17bcd7a20f23591f97c4b724be381cc5331a7f2a72363d10d  audit/seed-validation-gate.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/controls/cal-matched_energy-00-s51101/pn-drive.npz
+d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314  cases/controls/cal-matched_energy-00-s51101/requests.npz
+3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15  cases/controls/cal-matched_energy-00-s51101/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/controls/cal-physiological-00-s51101/pn-drive.npz
+9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d  cases/controls/cal-physiological-00-s51101/requests.npz
+09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3  cases/controls/cal-physiological-00-s51101/spec.json
+5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/pn-drive.npz
+2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.npz
+f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json
+5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/pn-drive.npz
+3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/requests.npz
+8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json
+5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/pn-drive.npz
+2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/requests.npz
+e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json
+5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/pn-drive.npz
+40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/requests.npz
+750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json
+5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/pn-drive.npz
+7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/requests.npz
+3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580  cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json
+7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/pn-drive.npz
+4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/requests.npz
+01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json
+7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/pn-drive.npz
+1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/requests.npz
+36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json
+7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/pn-drive.npz
+149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/requests.npz
+71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json
+7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/pn-drive.npz
+5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/requests.npz
+9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json
+7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/pn-drive.npz
+cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/requests.npz
+efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c  cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json
+e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/pn-drive.npz
+e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/requests.npz
+fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json
+e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/pn-drive.npz
+5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/requests.npz
+efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json
+e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/pn-drive.npz
+0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/requests.npz
+d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json
+e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/pn-drive.npz
+de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/requests.npz
+6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json
+e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/pn-drive.npz
+af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/requests.npz
+620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264  cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json
+8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/pn-drive.npz
+5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/requests.npz
+c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json
+8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/pn-drive.npz
+061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/requests.npz
+c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json
+8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/pn-drive.npz
+fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/requests.npz
+5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json
+8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/pn-drive.npz
+2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/requests.npz
+85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json
+8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/pn-drive.npz
+79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/requests.npz
+d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224  cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json
+216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/pn-drive.npz
+c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/requests.npz
+a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json
+216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/pn-drive.npz
+7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/requests.npz
+3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json
+216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/pn-drive.npz
+44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/requests.npz
+7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json
+216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/pn-drive.npz
+cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/requests.npz
+14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json
+216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/pn-drive.npz
+956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/requests.npz
+1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf  cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json
+b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/pn-drive.npz
+1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/requests.npz
+d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json
+b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/pn-drive.npz
+435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/requests.npz
+a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json
+b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/pn-drive.npz
+fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/requests.npz
+8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json
+b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/pn-drive.npz
+34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/requests.npz
+37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json
+b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/pn-drive.npz
+936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/requests.npz
+38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4  cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json
+7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/pn-drive.npz
+e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.npz
+e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json
+7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/pn-drive.npz
+b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/requests.npz
+3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json
+7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/pn-drive.npz
+16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/requests.npz
+5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json
+7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/pn-drive.npz
+793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/requests.npz
+f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json
+7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/pn-drive.npz
+c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/requests.npz
+87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178  cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json
+0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/pn-drive.npz
+3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/requests.npz
+52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json
+0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/pn-drive.npz
+d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/requests.npz
+f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json
+0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/pn-drive.npz
+2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/requests.npz
+be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json
+0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/pn-drive.npz
+125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/requests.npz
+3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json
+0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/pn-drive.npz
+47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/requests.npz
+35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da  cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json
+b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/pn-drive.npz
+e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/requests.npz
+f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json
+b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/pn-drive.npz
+5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/requests.npz
+762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json
+b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/pn-drive.npz
+984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/requests.npz
+314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json
+b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/pn-drive.npz
+de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/requests.npz
+108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json
+b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/pn-drive.npz
+859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/requests.npz
+63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f  cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json
+8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/pn-drive.npz
+8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/requests.npz
+6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json
+8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/pn-drive.npz
+d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/requests.npz
+cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json
+8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/pn-drive.npz
+9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/requests.npz
+3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json
+8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/pn-drive.npz
+f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/requests.npz
+b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json
+8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/pn-drive.npz
+669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/requests.npz
+6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276  cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json
+beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/pn-drive.npz
+a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/requests.npz
+1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json
+beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/pn-drive.npz
+7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/requests.npz
+f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json
+beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/pn-drive.npz
+67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/requests.npz
+4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json
+beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/pn-drive.npz
+baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/requests.npz
+ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json
+beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/pn-drive.npz
+9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/requests.npz
+826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa  cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json
+9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/pn-drive.npz
+e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/requests.npz
+e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json
+9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/pn-drive.npz
+700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/requests.npz
+6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json
+9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/pn-drive.npz
+4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/requests.npz
+bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json
+9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/pn-drive.npz
+af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/requests.npz
+f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json
+9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/pn-drive.npz
+9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/requests.npz
+cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f  cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/seed_validation/seed_validation-matched_energy-00-s1073741825/pn-drive.npz
+829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585  cases/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.npz
+23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d  cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/seed_validation/seed_validation-matched_energy-00-s1073741826/pn-drive.npz
+2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5  cases/seed_validation/seed_validation-matched_energy-00-s1073741826/requests.npz
+4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776  cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/seed_validation/seed_validation-matched_energy-00-s1073741827/pn-drive.npz
+92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820  cases/seed_validation/seed_validation-matched_energy-00-s1073741827/requests.npz
+02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42  cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/seed_validation/seed_validation-matched_energy-00-s1073741828/pn-drive.npz
+2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a  cases/seed_validation/seed_validation-matched_energy-00-s1073741828/requests.npz
+fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207  cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json
+43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970  cases/seed_validation/seed_validation-matched_energy-00-s1073741829/pn-drive.npz
+a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112  cases/seed_validation/seed_validation-matched_energy-00-s1073741829/requests.npz
+5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a  cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json
+84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15  cases/seed_validation/seed_validation-matched_energy-01-s1073741825/pn-drive.npz
+8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf  cases/seed_validation/seed_validation-matched_energy-01-s1073741825/requests.npz
+1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35  cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json
+84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15  cases/seed_validation/seed_validation-matched_energy-01-s1073741826/pn-drive.npz
+09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b  cases/seed_validation/seed_validation-matched_energy-01-s1073741826/requests.npz
+0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177  cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json
+84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15  cases/seed_validation/seed_validation-matched_energy-01-s1073741827/pn-drive.npz
+19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07  cases/seed_validation/seed_validation-matched_energy-01-s1073741827/requests.npz
+9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706  cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json
+84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15  cases/seed_validation/seed_validation-matched_energy-01-s1073741828/pn-drive.npz
+0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be  cases/seed_validation/seed_validation-matched_energy-01-s1073741828/requests.npz
+3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3  cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json
+84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15  cases/seed_validation/seed_validation-matched_energy-01-s1073741829/pn-drive.npz
+849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc  cases/seed_validation/seed_validation-matched_energy-01-s1073741829/requests.npz
+7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d  cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json
+911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf  cases/seed_validation/seed_validation-matched_energy-02-s1073741825/pn-drive.npz
+8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433  cases/seed_validation/seed_validation-matched_energy-02-s1073741825/requests.npz
+782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514  cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json
+911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf  cases/seed_validation/seed_validation-matched_energy-02-s1073741826/pn-drive.npz
+ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09  cases/seed_validation/seed_validation-matched_energy-02-s1073741826/requests.npz
+825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389  cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json
+911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf  cases/seed_validation/seed_validation-matched_energy-02-s1073741827/pn-drive.npz
+4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8  cases/seed_validation/seed_validation-matched_energy-02-s1073741827/requests.npz
+e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570  cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json
+911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf  cases/seed_validation/seed_validation-matched_energy-02-s1073741828/pn-drive.npz
+fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8  cases/seed_validation/seed_validation-matched_energy-02-s1073741828/requests.npz
+1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf  cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json
+911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf  cases/seed_validation/seed_validation-matched_energy-02-s1073741829/pn-drive.npz
+b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce  cases/seed_validation/seed_validation-matched_energy-02-s1073741829/requests.npz
+d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17  cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json
+19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc  cases/seed_validation/seed_validation-matched_energy-03-s1073741825/pn-drive.npz
+15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb  cases/seed_validation/seed_validation-matched_energy-03-s1073741825/requests.npz
+42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38  cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json
+19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc  cases/seed_validation/seed_validation-matched_energy-03-s1073741826/pn-drive.npz
+f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2  cases/seed_validation/seed_validation-matched_energy-03-s1073741826/requests.npz
+2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202  cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json
+19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc  cases/seed_validation/seed_validation-matched_energy-03-s1073741827/pn-drive.npz
+bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2  cases/seed_validation/seed_validation-matched_energy-03-s1073741827/requests.npz
+000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f  cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json
+19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc  cases/seed_validation/seed_validation-matched_energy-03-s1073741828/pn-drive.npz
+4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5  cases/seed_validation/seed_validation-matched_energy-03-s1073741828/requests.npz
+1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999  cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json
+19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc  cases/seed_validation/seed_validation-matched_energy-03-s1073741829/pn-drive.npz
+023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba  cases/seed_validation/seed_validation-matched_energy-03-s1073741829/requests.npz
+9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a  cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json
+bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6  cases/seed_validation/seed_validation-matched_energy-04-s1073741825/pn-drive.npz
+e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76  cases/seed_validation/seed_validation-matched_energy-04-s1073741825/requests.npz
+8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900  cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json
+bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6  cases/seed_validation/seed_validation-matched_energy-04-s1073741826/pn-drive.npz
+2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8  cases/seed_validation/seed_validation-matched_energy-04-s1073741826/requests.npz
+b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286  cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json
+bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6  cases/seed_validation/seed_validation-matched_energy-04-s1073741827/pn-drive.npz
+aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec  cases/seed_validation/seed_validation-matched_energy-04-s1073741827/requests.npz
+16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33  cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json
+bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6  cases/seed_validation/seed_validation-matched_energy-04-s1073741828/pn-drive.npz
+32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b  cases/seed_validation/seed_validation-matched_energy-04-s1073741828/requests.npz
+b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef  cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json
+bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6  cases/seed_validation/seed_validation-matched_energy-04-s1073741829/pn-drive.npz
+8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f  cases/seed_validation/seed_validation-matched_energy-04-s1073741829/requests.npz
+7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c  cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json
+74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6  cases/seed_validation/seed_validation-matched_energy-05-s1073741825/pn-drive.npz
+c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215  cases/seed_validation/seed_validation-matched_energy-05-s1073741825/requests.npz
+4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab  cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json
+74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6  cases/seed_validation/seed_validation-matched_energy-05-s1073741826/pn-drive.npz
+7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082  cases/seed_validation/seed_validation-matched_energy-05-s1073741826/requests.npz
+660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3  cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json
+74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6  cases/seed_validation/seed_validation-matched_energy-05-s1073741827/pn-drive.npz
+05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a  cases/seed_validation/seed_validation-matched_energy-05-s1073741827/requests.npz
+b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a  cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json
+74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6  cases/seed_validation/seed_validation-matched_energy-05-s1073741828/pn-drive.npz
+f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd  cases/seed_validation/seed_validation-matched_energy-05-s1073741828/requests.npz
+def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0  cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json
+74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6  cases/seed_validation/seed_validation-matched_energy-05-s1073741829/pn-drive.npz
+dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3  cases/seed_validation/seed_validation-matched_energy-05-s1073741829/requests.npz
+dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2  cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/seed_validation/seed_validation-physiological-00-s1073741825/pn-drive.npz
+003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091  cases/seed_validation/seed_validation-physiological-00-s1073741825/requests.npz
+ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4  cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/seed_validation/seed_validation-physiological-00-s1073741826/pn-drive.npz
+48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532  cases/seed_validation/seed_validation-physiological-00-s1073741826/requests.npz
+5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724  cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/seed_validation/seed_validation-physiological-00-s1073741827/pn-drive.npz
+580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2  cases/seed_validation/seed_validation-physiological-00-s1073741827/requests.npz
+38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2  cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/seed_validation/seed_validation-physiological-00-s1073741828/pn-drive.npz
+9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2  cases/seed_validation/seed_validation-physiological-00-s1073741828/requests.npz
+e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5  cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json
+baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7  cases/seed_validation/seed_validation-physiological-00-s1073741829/pn-drive.npz
+dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9  cases/seed_validation/seed_validation-physiological-00-s1073741829/requests.npz
+715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61  cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json
+ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d  cases/seed_validation/seed_validation-physiological-01-s1073741825/pn-drive.npz
+3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c  cases/seed_validation/seed_validation-physiological-01-s1073741825/requests.npz
+98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68  cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json
+ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d  cases/seed_validation/seed_validation-physiological-01-s1073741826/pn-drive.npz
+86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb  cases/seed_validation/seed_validation-physiological-01-s1073741826/requests.npz
+62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f  cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json
+ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d  cases/seed_validation/seed_validation-physiological-01-s1073741827/pn-drive.npz
+a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5  cases/seed_validation/seed_validation-physiological-01-s1073741827/requests.npz
+01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0  cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json
+ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d  cases/seed_validation/seed_validation-physiological-01-s1073741828/pn-drive.npz
+7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd  cases/seed_validation/seed_validation-physiological-01-s1073741828/requests.npz
+be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b  cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json
+ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d  cases/seed_validation/seed_validation-physiological-01-s1073741829/pn-drive.npz
+e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5  cases/seed_validation/seed_validation-physiological-01-s1073741829/requests.npz
+209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e  cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json
+95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462  cases/seed_validation/seed_validation-physiological-02-s1073741825/pn-drive.npz
+283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110  cases/seed_validation/seed_validation-physiological-02-s1073741825/requests.npz
+bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930  cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json
+95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462  cases/seed_validation/seed_validation-physiological-02-s1073741826/pn-drive.npz
+de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a  cases/seed_validation/seed_validation-physiological-02-s1073741826/requests.npz
+1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2  cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json
+95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462  cases/seed_validation/seed_validation-physiological-02-s1073741827/pn-drive.npz
+4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8  cases/seed_validation/seed_validation-physiological-02-s1073741827/requests.npz
+e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5  cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json
+95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462  cases/seed_validation/seed_validation-physiological-02-s1073741828/pn-drive.npz
+e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b  cases/seed_validation/seed_validation-physiological-02-s1073741828/requests.npz
+67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4  cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json
+95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462  cases/seed_validation/seed_validation-physiological-02-s1073741829/pn-drive.npz
+969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8  cases/seed_validation/seed_validation-physiological-02-s1073741829/requests.npz
+07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843  cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json
+5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5  cases/seed_validation/seed_validation-physiological-03-s1073741825/pn-drive.npz
+736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a  cases/seed_validation/seed_validation-physiological-03-s1073741825/requests.npz
+d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1  cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json
+5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5  cases/seed_validation/seed_validation-physiological-03-s1073741826/pn-drive.npz
+f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33  cases/seed_validation/seed_validation-physiological-03-s1073741826/requests.npz
+7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe  cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json
+5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5  cases/seed_validation/seed_validation-physiological-03-s1073741827/pn-drive.npz
+b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff  cases/seed_validation/seed_validation-physiological-03-s1073741827/requests.npz
+4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e  cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json
+5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5  cases/seed_validation/seed_validation-physiological-03-s1073741828/pn-drive.npz
+ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163  cases/seed_validation/seed_validation-physiological-03-s1073741828/requests.npz
+0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0  cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json
+5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5  cases/seed_validation/seed_validation-physiological-03-s1073741829/pn-drive.npz
+e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9  cases/seed_validation/seed_validation-physiological-03-s1073741829/requests.npz
+56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca  cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json
+f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a  cases/seed_validation/seed_validation-physiological-04-s1073741825/pn-drive.npz
+c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be  cases/seed_validation/seed_validation-physiological-04-s1073741825/requests.npz
+71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff  cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json
+f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a  cases/seed_validation/seed_validation-physiological-04-s1073741826/pn-drive.npz
+c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c  cases/seed_validation/seed_validation-physiological-04-s1073741826/requests.npz
+62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b  cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json
+f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a  cases/seed_validation/seed_validation-physiological-04-s1073741827/pn-drive.npz
+0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848  cases/seed_validation/seed_validation-physiological-04-s1073741827/requests.npz
+c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b  cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json
+f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a  cases/seed_validation/seed_validation-physiological-04-s1073741828/pn-drive.npz
+d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40  cases/seed_validation/seed_validation-physiological-04-s1073741828/requests.npz
+e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291  cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json
+f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a  cases/seed_validation/seed_validation-physiological-04-s1073741829/pn-drive.npz
+4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd  cases/seed_validation/seed_validation-physiological-04-s1073741829/requests.npz
+20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686  cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json
+7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d  cases/seed_validation/seed_validation-physiological-05-s1073741825/pn-drive.npz
+2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe  cases/seed_validation/seed_validation-physiological-05-s1073741825/requests.npz
+99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d  cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json
+7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d  cases/seed_validation/seed_validation-physiological-05-s1073741826/pn-drive.npz
+6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3  cases/seed_validation/seed_validation-physiological-05-s1073741826/requests.npz
+fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9  cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json
+7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d  cases/seed_validation/seed_validation-physiological-05-s1073741827/pn-drive.npz
+c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7  cases/seed_validation/seed_validation-physiological-05-s1073741827/requests.npz
+7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c  cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json
+7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d  cases/seed_validation/seed_validation-physiological-05-s1073741828/pn-drive.npz
+54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84  cases/seed_validation/seed_validation-physiological-05-s1073741828/requests.npz
+6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac  cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json
+7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d  cases/seed_validation/seed_validation-physiological-05-s1073741829/pn-drive.npz
+8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e  cases/seed_validation/seed_validation-physiological-05-s1073741829/requests.npz
+18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993  cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json
+8d3018c752b30ae587d580b45748854de3af0b88fdfba78aba241f70ad267da3  component-audit/controls/cal-matched_energy-00-s51101.json
+b54e22f755d28d8969a28f9781dee7eb1f2ea37d663b5452eacbaa4507279df4  component-audit/controls/cal-physiological-00-s51101.json
+1ed80092879afdc850644d36429ac039668c746aad8dc68873d80ce2cdefdfb7  component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json
+9d2ae69912eed910a38ab94dc6553809fb5203f56153bd7f7c12940bfff4c2a6  component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json
+d7c81ed17fe2bc8a02aaba971b17c99f3426d892375ae2b29afe6ea83e969db0  component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json
+29c4f4723c50599ec2aa4398220141725c5cf35310614c4472366e6f21a339cc  component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json
+ecc8b54e5d5e05e975fa7b724ae535b432e8811eb630dd08bd7cf84d381bd753  extension-build/author_cuda_8b92086ce274b694/.ninja_deps
+a2538070c79a03e3ccae439d393d3815b739782338622cc93658487930b2cd77  extension-build/author_cuda_8b92086ce274b694/.ninja_log
+1ccf024c35f8ec38c294d42a5b0ac4fc535034223ca47a558228f3a9182a9153  extension-build/author_cuda_8b92086ce274b694/author_cuda_8b92086ce274b694.so
+6eaaf05493e932fb826b200296f3ce2ce4b5d99a2d151f5a9b7b3404126ab481  extension-build/author_cuda_8b92086ce274b694/author_ext.cuda.o
+f9092f2ef8da90ee89cfb89075d1e0891456f4bcbf6d9d405c65696a92f8cc49  extension-build/author_cuda_8b92086ce274b694/author_ext.o
+75c123c6847475e58245ed925446ae65ffcb58f336d6b4cb928e7f47e4de8a50  extension-build/author_cuda_8b92086ce274b694/build.ninja
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  extension-build/author_cuda_8b92086ce274b694/lock
+228218d929370f412387eddc969694178b025186ed4d226a17e57c2d46bf49d5  gpu/controls/cal-matched_energy-00-s51101-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json
+945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2  gpu/controls/cal-matched_energy-00-s51101-r0/apl-drive.float32.npy
+b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3  gpu/controls/cal-matched_energy-00-s51101-r0/apl-inhibition.float32.npy
+2d190ab166a4c5af542629a0e09aca50f8ccdc2b756dfe21de1010075388b511  gpu/controls/cal-matched_energy-00-s51101-r0/apl-pending-tail.float32.npy
+d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b  gpu/controls/cal-matched_energy-00-s51101-r0/apl-state.float32.npy
+57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53  gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json
+798b87b23b835e357429a226241ec0d1c8b520254fe2a8ff755e2892e1f7bc0d  gpu/controls/cal-matched_energy-00-s51101-r0/queue.jsonl
+8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d  gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/controls/cal-matched_energy-00-s51101-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json
+17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b  gpu/controls/cal-matched_energy-00-s51101-r0/state.npz
+2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259  gpu/controls/cal-matched_energy-00-s51101-r0/summary.json
+b71e13ef45e1562c7ad87084af30b0dbb0e68acb2848372d92eb53bd3652dd8b  gpu/controls/cal-matched_energy-00-s51101-r0/tick-state-hashes.jsonl
+02576a8aea786e600bc165d53a1d13853489b3e5d27ddd38c28e1a6d888b85de  gpu/controls/cal-physiological-00-s51101-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/controls/cal-physiological-00-s51101-r0/apl-component.json
+383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc  gpu/controls/cal-physiological-00-s51101-r0/apl-drive.float32.npy
+3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233  gpu/controls/cal-physiological-00-s51101-r0/apl-inhibition.float32.npy
+830e2f33958a35666f61a219c72025b06970f1043971310f56f112253c6c816d  gpu/controls/cal-physiological-00-s51101-r0/apl-pending-tail.float32.npy
+39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698  gpu/controls/cal-physiological-00-s51101-r0/apl-state.float32.npy
+24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628  gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json
+c154d9b1b6b39e376be892bbf9d622baf976be1731ee3ab7594a919a765a5764  gpu/controls/cal-physiological-00-s51101-r0/queue.jsonl
+b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79  gpu/controls/cal-physiological-00-s51101-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/controls/cal-physiological-00-s51101-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/controls/cal-physiological-00-s51101-r0/source-audit.json
+86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418  gpu/controls/cal-physiological-00-s51101-r0/state.npz
+c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026  gpu/controls/cal-physiological-00-s51101-r0/summary.json
+f582ba1006f8d600d800a5439cdd116508eff4b1886efca28479e382e4070db5  gpu/controls/cal-physiological-00-s51101-r0/tick-state-hashes.jsonl
+a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json
+705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-drive.float32.npy
+e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy
+6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy
+f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-state.float32.npy
+b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json
+3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/queue.jsonl
+605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json
+de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/state.npz
+ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json
+60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl
+a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json
+705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-drive.float32.npy
+e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy
+6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy
+f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-state.float32.npy
+b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json
+3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/queue.jsonl
+605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json
+de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/state.npz
+cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json
+60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl
+87509e937e12f67fec42bc3a9b7cdb5e497e08e802f894bd4f34cd2f8d251418  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json
+e06a3ab89be571c197a19469dad8d89120025518fa3506a08766a14ffc2fcd30  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-drive.float32.npy
+01749c886a94731565b75b66e63050b52c57f53808c61838b212d14bcbec5790  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy
+b365e01a0444457249984cd33758c345a121313f7556cb7ef150434306f60c15  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy
+74746320407c9fa400011603d9dfef36cc0e9bcb0b04fe8ee7508ad417fa74fb  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-state.float32.npy
+ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json
+1d529fce25eb6856a534d41c205224f98b6c41b01a38c232e4ed16b722706326  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/queue.jsonl
+de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json
+a2e402d11b1b7f915b3bcabf69d803039bde5c27dfdf237546b1fafab4729cae  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/state.npz
+6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json
+21d9d7aaebbd765d616580c71a2ce66bca67044f2a18fff8b9cf6bd326f5446a  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl
+bacd3f7d07ceb4194c3542dd85edac6541b9b2246f8735945d03e43474c6cc41  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json
+e58c743c50e0e0c6c39f818e70795df1c770efac2a8b73b89a6db0961edb5781  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-drive.float32.npy
+df17f5ff59493997d551845aa390c216dce044e97f08ef14e980d590cd4fb03b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy
+1b24a689c3a80bfae1ab1e9a9c9f9848a3f3559c6f8d10e02bdccb4dd2e089fb  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy
+c6849a71a584c16ae40b17fd6e6a8226dfd23592888fd7492cbc1c0d56579dd5  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-state.float32.npy
+c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json
+8008072bb10dcef833761e8777cc4f7254839882dec204bcffc4fd3f543a3057  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/queue.jsonl
+c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json
+f6a2f4b04875a66d9df21063114dea8980230916291533f70b0d73901618f6c4  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/state.npz
+ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json
+431a4577e3857fefe9f94b9b671f58917c9c2b8b22f80981a8a157869666c45a  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl
+e7879cf418437470a55ed9aeb83b06fa99a252e9dd02b1ffd517f5e3639373c5  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json
+37d6d9dcc2118c56270efa698f1bf7ed3232dd38bd715620d796fb46a4ae2f1b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-drive.float32.npy
+065589abb47f7159f5c91b64b27082ab53447c6dfebc08b8b70c6ef0f9973458  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy
+e8d56937a6a2e629e743b1fed9078ee1a10edf68e245034182ba8d419f3b436a  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy
+316f3556f0df06a3c2c1cad2061899ea946f31535e86b3879b580d7c65e98b9b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-state.float32.npy
+b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json
+df974420188597686d3955ab25a63f3905152d642d3fa3c3ef811128d914f969  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/queue.jsonl
+2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json
+7683dd404a575bef06ee3eb8b6ccb4bea4ce97e044a6c3abcf963ee414f43dce  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/state.npz
+d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json
+444d075ee5c73fac12da4812b2c2604044a06b2623a609aa082ddece221d8d75  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl
+c4ecc67a29f07a07381e4a0a9e49b64bfe35c89ddbaf33a3d00ebee8778a8947  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json
+9d4a8dce2147a5ae1d06e811d1e4df4bff461f45e62083d8cb7fe8eda95a2af3  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-drive.float32.npy
+d866fa09911c1963799261305e85305309c930d8829fb612cf6275dcb5fa908c  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy
+ba780c045ca5f075918a09e1c30e3c482c311952fd2672b440f7d69d5160608c  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy
+9d47875ef926022e0d1723d78f93fd28da6cf1a1dba6a14c1106112d6598d121  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-state.float32.npy
+d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json
+b8557e79bdab0732227ced6f1234bfbd50c87b900f2cd1d3a093c845d23e92e8  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/queue.jsonl
+22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json
+0528d0b77e601a3fec9bfd72644f7223f6e6ff936cef3a277392019615261547  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/state.npz
+0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json
+d925038af9150c66e53f22758a621eae22f8e94369ff3ea22efec53cfde31626  gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl
+433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json
+8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-drive.float32.npy
+deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy
+0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy
+12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-state.float32.npy
+f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json
+48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/queue.jsonl
+ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json
+ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/state.npz
+826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json
+4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl
+433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json
+8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-drive.float32.npy
+deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy
+0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy
+12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-state.float32.npy
+f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json
+48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/queue.jsonl
+ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json
+ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/state.npz
+edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json
+4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl
+c6523b4ce0d6da3b7aa7e5fc8514d1b898502eaee6ea67710510aacb87584d31  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json
+86f32a12fd435de673fbf713551658d7bfe77a5aa669629f5b24d36a7696b9e4  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-drive.float32.npy
+4898af02fcfef8a5fc30c51a6665f1201d9e2f06ad04875c9b324a78249a1be9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy
+1471f86c463a76382814c720983a9b7e1a61ae835b81759024fca5052e0e4526  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy
+f117def8d0d74c7bb76efba338929f86df627004a1a6146fa454f2ae6a446b27  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-state.float32.npy
+a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json
+7b0491aacdff5c4070af33d6affe9825c7491b97aac93a7be76ba978e3ca91a3  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/queue.jsonl
+a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json
+c8275ef6daffd44ee5b5cc62cdf388825a9026da1f9de35b7bbb65d5b5096e6e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/state.npz
+c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json
+b05f059ac1dc2dbdbe4421884f5c0fd66150523e77b03351ca376ae61b054d25  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl
+8d7e166d9e3dea7f05d92c49952436ec4ade24fc9483be2c677449e5edc8824f  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json
+ff577fea082433379acd3f6d30d0311a4563d6f904d282e7729277df49c5f87f  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-drive.float32.npy
+297c02cf0794e226ca44ccbf633a74a16ad779dfcddc23ca6ca5e615c7979206  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy
+e18aaaf6c1ce7a21aea76153ff9ef9df9c9e4c2746839135d7d430636a8ca3a9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy
+4bfc51be9f7c74f07f8930c865c4aa7d5545b131474d8aa940402f5a39270147  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-state.float32.npy
+26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json
+81c7ec4fdf79f777b4fb1515b8c3c8098d09a16ad52ff4b00db8171d6d146e4b  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/queue.jsonl
+d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json
+cd7a19591dbc458d350a8e94e11dfd7e18059e6d6ce14ee93883eec60fb31575  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/state.npz
+234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json
+d4a5e33e8d2df2e65fc8f20ede1cbd8808b1fc0d38d721cd469fac4f18f4452e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl
+8a0b1c3bd74d03a8551fc2ad4644e129cbfb008820d8f1128a097fedd72b381e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json
+ac134abc6774864d156bf86f359fc7b6589e0420b0b7061c8bfe0c34126eb64c  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-drive.float32.npy
+a9900c33acfe32b9086607243384b77a7673227400604e00849d64f0a9c007be  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy
+cb9428abcde03f3aa80a6f213d23aba56880889e30f7a58afb8f9763704d5da6  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy
+e44c73ad7ddf7936704aecae308bb88ead69591362fc623ce628759f1bbe87bf  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-state.float32.npy
+6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json
+3be34e6e57bdffe596c6433bd73593d8813b2215da23bf6f4fa48953edbe9e8a  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/queue.jsonl
+f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json
+ea45193f2a4ef02f40aad01c2c21240091880012fc8ab42b2833795413a880a7  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/state.npz
+5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json
+7ae9c1c73867037dc33526ae3f6e63af9731339fdbb0027566a10cf75864b6c1  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl
+24d80230317fb8a083ac14690b7429784f3641b11e3838ea25660851f7db54e3  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json
+e4ae1633229d737d504cb8eee0d11319c10ac772210fd98453bcadf4cfa5fa98  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-drive.float32.npy
+a1cd68af429141c4ec1e497efaf429e7121924bb89e4d33861c530150eb3ebe9  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy
+67f3016c2fabea617ba4967e0e2ffbd67a8317908af9188825a838a6ba40f14b  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy
+61f9a007211d42c42974e97ef8b3878f984c0a8b6a21d4e745f926e9ac16f1fe  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-state.float32.npy
+ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json
+4e8ecc814ae8720461263f905d3c7c4d27e1628fe794f6f7e63b415b78536532  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/queue.jsonl
+c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json
+c59602e4d6d25d3900df072b1585d828c7d7da81542846830c475f52c5c1d352  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/state.npz
+f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json
+a54ace40ed82208039c2a538290725c6090e5155f4206d745a98f467a6ea534e  gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl
+e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json
+4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-drive.float32.npy
+4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy
+b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy
+ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-state.float32.npy
+b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json
+31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/queue.jsonl
+2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json
+0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/state.npz
+30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json
+9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl
+e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json
+4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-drive.float32.npy
+4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy
+b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy
+ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-state.float32.npy
+b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json
+31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/queue.jsonl
+2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json
+0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/state.npz
+3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json
+9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl
+c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json
+db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-drive.float32.npy
+061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy
+c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy
+863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-state.float32.npy
+63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json
+84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/queue.jsonl
+697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json
+0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/state.npz
+0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json
+9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl
+a4be2f0bcfc20d92ee86d3be00f17bae31f30610bdd4616b5cdbf56a6467d0d1  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json
+f111701edde55a2ef12c1dfaaee55da572b6759e99527253b168e980eeb2b567  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-drive.float32.npy
+26904b33121a13b5c1aff9e2b285605d4d1b89cda90199674d955b0212bc6a0d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy
+26edf3d12f7df9504ad0b7ddd919c624265ccae6b3c490cda2135be8671ca61a  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy
+7fc6b2100a33d0dbfd52dbe1af8c716d8508fe541c7263fb97e544f2754756b2  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-state.float32.npy
+eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json
+56bd0128c245cd6e9b4d1fe647ab72100c5829108c6e40a77d54a394fc8e90ae  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/queue.jsonl
+0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json
+64359c27339acb077aea734f7dcbc447c2a0e61fc6bb2ad300196a4da05b668b  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/state.npz
+30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json
+9d636eb8e4779bee64b94c28e3552eee2c782069fa15545506e69162abe2b3de  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl
+f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json
+ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-drive.float32.npy
+0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy
+643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy
+de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-state.float32.npy
+d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json
+5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/queue.jsonl
+d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json
+648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/state.npz
+bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json
+ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl
+1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json
+2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-drive.float32.npy
+80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy
+b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy
+7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-state.float32.npy
+c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json
+c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/queue.jsonl
+ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json
+b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/state.npz
+8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json
+8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75  gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl
+5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json
+78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-drive.float32.npy
+e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy
+9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy
+39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-state.float32.npy
+76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json
+e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/queue.jsonl
+d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json
+06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/state.npz
+2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json
+d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl
+5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json
+78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-drive.float32.npy
+e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy
+9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy
+39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-state.float32.npy
+76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json
+e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/queue.jsonl
+d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json
+06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/state.npz
+60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json
+d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl
+278c0352fd418fa9ed8f424696b00c586e673618b8b54024c009521f3b919e26  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json
+c9eadd547677a1b9c060b3dd8db6758b167b7369798c17c6c5b39ebb171fd940  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-drive.float32.npy
+58f44cb9bb217c8ec8defdac580f5c181c0297046852d2d71741e966dd7f1c80  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy
+f172e3b88859e5f630ba029e5df2acb6b5661e92346857c010b3b2d6dccfa225  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy
+f174e59939f206e364199ed00ddba6adb1d8620662e719e58a3ca7de13e69995  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-state.float32.npy
+9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json
+a922ccdf38ad98a4c02b0e9de0515be45ee01052cee2f0eeeb81dbfff434fed0  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/queue.jsonl
+bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json
+c13a5aaf2f6169a46e10b46d92436ab08f4870e848490d5061fad12e8f967110  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/state.npz
+602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json
+6bf26dff2adeb66c7f952240c14d3393e81ed8b14bb5d7721c03cb7a8ff9d7b8  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl
+c33fa5a0a18e7e4fd602b94fc90c104c9f28d56486cdec3f55179eec30262919  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json
+9d5a2b2c67bfd0004b59363ccfe907a9d4de4b2cbed85aa749ac20305b71e84c  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-drive.float32.npy
+a4a243281d5691c45962888f114dbb869aba273c24855c900bcda56fe1a1e390  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy
+bde5e95a679aa0dc4a52c4aaa5b18118964c11b948c102f2c8d62333cdc5e887  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy
+fa009bc09f6dca94392cd8095e016ec057d8b0b6f9d968d8f26380cc4d8252e8  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-state.float32.npy
+4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json
+acd8d3d1ec19a5604a82d3f22f381e2349b24203870fb9952e8426fe97efcef5  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/queue.jsonl
+8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json
+8901c9963d8ddd7eb0cc38940330716b5491416f21d3b4ae4084ffda25f24f77  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/state.npz
+4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json
+1d98fac49ef46c05ae074471da3c0678a4377e242a8397c7b2819ad7c92aae75  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl
+a404872aa5bae4850fcd0988e4f4862cda2b2cbf32ad67057c2ee51adc3657c6  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json
+d091e296a106784fcf541c99e73c8c0bf3ef17edf44d7b0b3b22554441d2b0dd  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-drive.float32.npy
+6f74c502942145946e14c8d5f9d520839f5d90bee03fc31b663d80f32a259f1b  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy
+4245827d30eda0a2830855e2d06d0f0d904b280485c12ad62ee23ebff96b8391  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy
+3a6ab2761ada4c34d1856e8cd688a59679b52a0b53c3b72590ddc039da2c06a0  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-state.float32.npy
+bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json
+3d50a7efabcf1b554efbb9661035d6ffc6d30e298d78c65373e34682c71e886c  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/queue.jsonl
+70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json
+6adeff88abf77df995bd402f6f4f4d6ada9e7cfd31b130d00ae612e944464d97  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/state.npz
+0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json
+b5a4ae80820d05a612ce86eea8ee0e86b4c48aa8214b04b8039963d5a58c5ecb  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl
+a5948450ac1f7ca913dd79fe08ccd68d6685d2ad3a9e76f8cb4be39d37888b5f  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json
+15f8ad42878460920cc48928225e5b7f4929256c01dadaaa7e9a0b150b6928c7  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-drive.float32.npy
+dc41aa130544e72142ebe6f54105d94aca7c1e06a029c8c3addf12f1e0e6f44f  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy
+10dabd4b522d5639c27a5c95db497cd0a6e0487fa63383bb32ba32ed6fd67ad4  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy
+d2c2e6d551cad917f10b149eb6f94ee17b8584559ffed6e191655ca119740c45  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-state.float32.npy
+c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json
+6bab530ba0dbbf6b13064121bb910fd0f86e7a8699cb67cb4d3fcaf7b5420569  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/queue.jsonl
+2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json
+02dd5bab61f5fb549045104105e99f9c931002552dcf9cef7a1943fae2729bf7  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/state.npz
+819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json
+6d70fa5c98d9c917c54a10e2d902e488b47c68e04ea5b9a2f61965b3a478722e  gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl
+aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json
+3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-drive.float32.npy
+098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy
+989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy
+09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-state.float32.npy
+6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json
+c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/queue.jsonl
+04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json
+b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/state.npz
+b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json
+9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl
+aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json
+3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-drive.float32.npy
+098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy
+989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy
+09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-state.float32.npy
+6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json
+c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/queue.jsonl
+04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json
+b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/state.npz
+765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json
+9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl
+54b74be13e0da23edc966bc7bf12dd54568da628d53108988dfd7a58a6c04d38  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json
+90dba32149535f167c4afa9ed38cbdf3de066831eda07cba7f77ab53187a7ab6  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-drive.float32.npy
+ffcb780450f77642582f9f726db8f64d96dfc53859591f9d249b2964bee9b538  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy
+77dd593f6324cbddb48147c00481998d20ab2a2dfc3c9df8ad611e5e143737d9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy
+ac2a3089b1c3ec02572f762c95cd603d0c21c00441660f36b2ad264c1ff8ad91  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-state.float32.npy
+f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json
+dfb1d5a2effe7a409b507869d94d69259eace38e15544a51edd6a49b9c946e56  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/queue.jsonl
+695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json
+9eee167d3497bed606fe65a592e890b43ad11b46f8198a2fb836cbac02c677da  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/state.npz
+08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json
+59e370507404be11f9b33576486ebe9e411d3ee9adf44ee062951aaf7167344d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl
+6755a0f528838cd196f95964bbf49812c521698a9ff4891de4b6b3dc49c144f4  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json
+56a6dbabcfdf22f70ffbb541975405abd46938f12e74ae144dd7da5a879bec92  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-drive.float32.npy
+8e66c11478571b83fd618f61fea06e8efee80cbf1335646e0a89948edddaa4c9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy
+e7824eea55a70b4c08cc5d315aa949c5291d08797b3816cc5ee162826f4de87f  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy
+4cba59e2cfc28c6094e2d2e63f854c4cbc6e1ed8cf64d2587755b0169279732b  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-state.float32.npy
+745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json
+2cb200595c7d0c568f5e1698f23feccf4d5761f5e6755f72bba2f7ed2269f5d7  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/queue.jsonl
+f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json
+65867ed036d5bbd1c043a99dfb905031dd20cf3c709a69d21120703db57e4aed  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/state.npz
+a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json
+a7bb3930a8194d5206f2b37d588d792b20d0dd3be0ca8b92fc1c0052a636a371  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl
+a5505f60f4762f99a58cda63f361cce3a4f13dfcc88c6a4d96844bdd82d8c20b  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json
+3307e240f06ded4d0fdb81a936b21ae4c57c66ec64cbeaeebc65ee8c07e78f11  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-drive.float32.npy
+0162a3673f7fefce6f56daa3e6f668f69557cc2983e4f4f1e250e1132624f364  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy
+4b3cde2f7ce5cc5cdbd2965e5d0f879599c7075aae98e0c1e4b0e370ed978f33  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy
+1a28443fa34fc76cecdb0620b578097dc9c69318ce46b8a14b53f078d1f22b81  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-state.float32.npy
+eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json
+1ff4e5526f2c573ef58ede8be5ca3b2d50fd136fb1430cdc6bee85d16c007059  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/queue.jsonl
+370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json
+4bf7fb589a122c32cc5ff3199c578055c056c95cbfc988f0e8093cbd248b3cbf  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/state.npz
+9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json
+a07caa9b470296be671a9dec2c5de9e089b05f8a4001cb417dd149c0db2e5451  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl
+5375fa3d2f0746b4e5f65eb49378b775a26a2e48e0a925c1b4aa2ef29e6ae10a  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json
+f21bb846df985d932b67f71e3cd1dbb5c1cb91cf5c0f59e84f72032a09da9cbc  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-drive.float32.npy
+06467e2786ce26ba3a58eb00e3b007e51703d0dea9e3692438daa86209ad80ed  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy
+3f0be26815c395586577b165b4b6d589fe45b08bbddda3fffff8b5b5a8737f5f  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy
+0f58d8d3f727ac0dd5338572933a5ca96096f00530ef9ea42df53cbad340ba10  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-state.float32.npy
+b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json
+47238ad0d05d42be8eeecc3312be472e6e277cbd1080c7266823858cbda976d2  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/queue.jsonl
+0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json
+87354769784bf6b88a88e8962374bdde2da68e9bc3e0f99e53a8aec95111d2f2  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/state.npz
+8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json
+7bdc08f07223c59a98b582930908fdd3c21698ddae0c1c7354bb2631dcf1e6db  gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl
+5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json
+34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-drive.float32.npy
+c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy
+77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy
+81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-state.float32.npy
+140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json
+6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/queue.jsonl
+1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json
+d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/state.npz
+acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json
+36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl
+5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json
+34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-drive.float32.npy
+c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy
+77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy
+81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-state.float32.npy
+140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json
+6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/queue.jsonl
+1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json
+d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/state.npz
+9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json
+36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl
+394e8e40da40efc363a8aa560c23607758d621a581176cd8a330b7267d013b23  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json
+32e367ce5fbf9579c4a22e511cb8c2d072c29fdb40ad382c2bab437cfc01d065  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-drive.float32.npy
+0eb3395ccede202f4c06d692958a16cdcea839fc6e85d633154afcad8c7bfbe5  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy
+c5f2fdbe6055a68bc886925dd01174d46500e4b0244c92028264855e680c91db  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy
+07361b6bdd6f3c75f6aaf6460f88e51f80108ded44a8965baa195f73ef9809f6  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-state.float32.npy
+8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json
+3e618f7ebd2e00de28247467f6e9c6e020bda769a41a4c3c1f73e37b49c82467  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/queue.jsonl
+489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json
+60572624c540c0377b2b48d39d814cb9340b78ef59ad16bcaa77029486584771  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/state.npz
+93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json
+494b5ccaabda99c9ffeea8ca7493a392055a5aebe55466cf3cdb30fa873cdc5e  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl
+007df4d22c31132332672b29b71d7ce19b835be93a39274bb24d9eaaf9090319  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json
+c38f3168f1315aa2fdf02e34f7b695b305dd722096242c6180059bba24203a12  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-drive.float32.npy
+2cd0f46f3ac5a504786add9c89282129bed51064cd1935868007d24e8aa4ef07  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy
+1e0440fc7d9521e93e266b3e01e2338cb534c94679610ba93a6d74a7b59e0254  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy
+accce938b5dab6a15af00fc5c35cd476e75a85d236f613ee56674af3a41cb099  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-state.float32.npy
+d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json
+2c30d8b29b7d72913df6dc047d341661f77e42220bef42f324683aaea1f567c1  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/queue.jsonl
+9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json
+914eeeb84311271f1191a6aa990ce467f3cfa9a33de91744d698b32148e7fc4c  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/state.npz
+2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json
+bf62ae9a56791ac7ea79ba821680d165962db865f33737b3b85cc9ea44931d78  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl
+48f2b648ae276ac5731feb861680e0f8afaf2e90e28d30c980fb97f4b34d287a  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json
+9ce4c42e47b2cfd367a5dc33bc685cbb18266111afd09fa365ffbb704e721c9a  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-drive.float32.npy
+b1c4d9ebd79c29400d1737cb0f2abca03f2da92b319a1c05531d3f99d51b9b61  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy
+6fbf62a04ea53c22f8b80abc465e9d2c679485f9faff7aee10d20c1d59924892  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy
+2f81d7e25f8f96a1b4d0e460f71ed74204cc09326b362b93e3732f31b0f0f8d8  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-state.float32.npy
+8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json
+07553a422c1275c8d1b63f2e6da04cd01615d02eb5d50cdd8a4d049f6042eb6c  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/queue.jsonl
+bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json
+7a32c17e2457bc3ac267834d1cb97cfb97e122131ff827d328230cda349f3647  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/state.npz
+fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json
+1ddb546e66371fd7b1d6f6bf630cb15d07b037c9a21b7f9dc18a99b7ef70d871  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl
+6baf311f5f615bdbe52d19bd2fa9ce08179e6030f2c0aed3edc50817d16a194e  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json
+ccc24543aa81da3b8f40b1e754a55dc0d0edf0518c48820aaf1d4117026357be  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-drive.float32.npy
+8e9263f3e5d2a34b6f1bb951356ee501687441f798f77cab85adf1f70700d5f4  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy
+4999fda512a6bc26c993a9db20e951a692bcf8b84b9a86406ea42b37fd537e6b  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy
+ac4d70ec6e71c060acc0281cb0bb678df658266d8e290246126aa1c08457166d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-state.float32.npy
+1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json
+699fdbf2282105c153c1e1a362fddcaa3f3a5ecd784c4e40b7a1c79bc4c08312  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/queue.jsonl
+0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json
+3f7014ce074fe7b7657cce45951f94232f73a588dd44fe20d0b79b124d00e1d5  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/state.npz
+cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json
+f9f91a58f46f2865c0493f9fc7ece8930caa0ceed69d7a13de0ff599c3a14c96  gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl
+757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json
+dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-drive.float32.npy
+ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-inhibition.float32.npy
+0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy
+6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-state.float32.npy
+54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json
+ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/queue.jsonl
+dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json
+651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/state.npz
+2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json
+b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/tick-state-hashes.jsonl
+757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json
+dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-drive.float32.npy
+ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-inhibition.float32.npy
+0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy
+6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-state.float32.npy
+54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json
+ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/queue.jsonl
+dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json
+651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/state.npz
+b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json
+b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/tick-state-hashes.jsonl
+9ab8412898d43ce905382b501e2b3f1e5b0d0b5c20da664b1863a4c165e66371  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json
+ba797456b196bae1399213db79823c8d6e48a56d270ff5c87beb9d929b8829b3  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-drive.float32.npy
+32146beeacc8fe093b1a213ccc6c4398769015457a92a9f903b4baa34e5c9fbd  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-inhibition.float32.npy
+d3c6c0ec344876961cc63f2ac848d098f44fc68e0cf851cee33014c8d2e78914  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy
+5aafb32d3039ff47a2a951c2d2fc84b06e4cdf134597f3ea5478e0f5b968d7de  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-state.float32.npy
+84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json
+b80fc3f830a2eb44d883b9dc52f829c62fc7c5fc6f46936c1af3cd447cd907b6  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/queue.jsonl
+dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json
+1d077d597a739ee758c1ea0ac07cea5b6bd269364bf295547ce42898f23e1135  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/state.npz
+cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json
+08e644319916a618cb326cd3604e9cf7ab51d3f4ff5e817728e7ee258369f4ca  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/tick-state-hashes.jsonl
+4a5edbd6c7823c4e95930750677ee6533e020f38e212b46103f7ade35f308f99  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json
+c8e98a05da0374558508e2e802e2ad41f8924169d899172b349916e41c86c9b7  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-drive.float32.npy
+2f4c9af83d42fabf20a3c1644597ba806bf153b4c0de32fbc77126a4e3e37e58  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-inhibition.float32.npy
+4571c2384c71e075ee00ca9f97b76895ee156a8fa4cfe186f2df30d5821e81e7  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy
+16801c00e404f9a9ebbe0fa967ef9963a87c75542865142e2d191f5bdd2afbdb  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-state.float32.npy
+a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json
+a5e1f1e91c41b0d6c4923dee6bffb04d76b1891c19e0679c75f992577daa728b  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/queue.jsonl
+313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json
+581277b16090cf5b796f306e2b772195ad08cb5a1ca814ff2cd54db402bb126c  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/state.npz
+85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json
+e58f00f650da5cae15bd63dca5c998faf0cfec6ec491f635fad2b9fc7a812d17  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/tick-state-hashes.jsonl
+1e36eba4a3f35a5b3f8c22553dafade2924e0ba4ca0da8b6d7456e8a21225faf  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json
+e3df35293580ba5a86e78ac2da10b6ed27e5c9b1b5af7498610d8dc67aef3d5d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-drive.float32.npy
+9b38719cf96b9a3347ae4bac08457354e68ee5e9fbccb39a79a8f61bcf5a98e0  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-inhibition.float32.npy
+082a0ae84c18695f599d324cab3b0bbc24cf95c5e6bb39d408fa6125bb775239  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy
+f703d0947bd4d7cbcaf923f68efdeb6c95a42306cbe4a3993ab574c834c8303a  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-state.float32.npy
+556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json
+d6a77c29b0a87c612c737bbcb3ba2508fc64069b175041a7872a20b0ce291818  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/queue.jsonl
+bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json
+b5f3401552c335df31b0a6ce3c2d8fd032e6df7b2b489ea61f11e1b3f9e3d45a  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/state.npz
+1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json
+cf11b6bc9c1935ab736dde151b161411c2e432b23e81f89a86eec3d4c7510f84  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/tick-state-hashes.jsonl
+b8020bfb4cd5e683ccc17c13cc03db994b8c6b6efecea7adc6e00de398600910  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json
+af6f467eefe1c99e7b9fa4a5a42de24ae55237d38619307cb64ebddb75466f71  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-drive.float32.npy
+c011b5976397c4107bfb32eeba524d97c9e0552417d2c33b11be7458f4de7935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-inhibition.float32.npy
+175a7c2f2c3d98ff1bd7d70e4bb297c8b030c76eea010b3c02b736d7d09c0598  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy
+0dbe7bdaed6d9183fc6527ac084821e58ef091756d018b5434e2ccc500d64414  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-state.float32.npy
+3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json
+b81386bea49809b46fbaf3a10a4118d26b6fd7502f7f26bde657b668c177f51b  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/queue.jsonl
+9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json
+d68d6bff39e5245af5240776e54aba0fe0575ec04b09158b3f4c0be8afbe2f31  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/state.npz
+effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json
+18f00a662ca9a42ea00b31ed459ad7ed981a04ac884441d1767dd832c3dea64a  gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/tick-state-hashes.jsonl
+d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json
+7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-drive.float32.npy
+7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-inhibition.float32.npy
+c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy
+0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-state.float32.npy
+0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json
+20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/queue.jsonl
+c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json
+a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/state.npz
+74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json
+0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/tick-state-hashes.jsonl
+d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json
+7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-drive.float32.npy
+7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-inhibition.float32.npy
+c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy
+0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-state.float32.npy
+0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json
+20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/queue.jsonl
+c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json
+a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/state.npz
+bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json
+0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/tick-state-hashes.jsonl
+24ea3cf44da8413c1531e3886216fe85396c77e320b79732fcd0fa1525a7a920  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json
+e5a6809acd304796bafe5a2b46ad85509a82cb438aa13763f8573407c5094e33  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-drive.float32.npy
+9a9425d3b8dd15d7d6137f097522cdbda3d0a88ae4d945cdd53c6c5bf7f79095  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-inhibition.float32.npy
+f5deacdcb5c2f7b19647d1f0a523ee95e60e28be078d37e7eb876c65fc1e17f0  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy
+3fb0364824401c285605f56e90703b0e1a5d10f18f2e53f3a7a5b03012ef393e  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-state.float32.npy
+b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json
+e1f7b0b80d1ee8d0669c7786f8b0a296aa5034f574c541d97e419a4d572a5c63  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/queue.jsonl
+370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json
+1ec78574f80411d9d04a3405ab497f69fb39e9c9b7cbd8ce9819c14f315f499c  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/state.npz
+bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json
+415c604f16d8d130084e2dcf914695f52693e720a4b9180c4557baac9aadee4d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/tick-state-hashes.jsonl
+f8ba5dd6e699bbf98414ffb87a9432ca1cfeda717ae0101dd5281279ee99f7ca  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json
+9536317415a7d407cda108b8638c3916e832889843edfc14932265aefe3a4808  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-drive.float32.npy
+6c3e2108d3e03e7353099aa747743077c98be9588dfc04a54fc1faafe855e403  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-inhibition.float32.npy
+f6ab11756c87a5b4e79b7225b73d2df31f27c650a773d9e7555d1cc5166aa8f6  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy
+60d700d53f33299abdaa11b6d47597e60578b2806f7996a589b42f7f30219441  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-state.float32.npy
+d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json
+9d4ce9ebf46d87fc28933492a89cddc19815e2936d0fa7eccdfe8758b223a859  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/queue.jsonl
+fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json
+150450a546b45b67668e1fa4d33f73a7eab39a7c4c019900fab501640dcd8c6b  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/state.npz
+277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json
+42daddbfb5369c2acd58635deca14e1adcef8caf512b00c11bcc48d9e203a919  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/tick-state-hashes.jsonl
+8ce1f893bfa65ab01584081b1a93354900e40fa3cd6263d93e8afbafd388ac74  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json
+a23117eb29018f0adfbf0b0044d87309619b854fc4dc5f2041503bb2e03041dd  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-drive.float32.npy
+a5b8d1d9c2b3fb669fecabf658a82ca84cac61968443c0cea5f2b2c71e559fc6  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-inhibition.float32.npy
+481aff5efc6ae095d015a5b18d63bd87087f41f41e77b9291d630296d7b9de72  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy
+51cef95eb4112ffd6488accadf4898b9d1ea5c5a23a3e0ff6b3379496c453855  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-state.float32.npy
+ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json
+6ccbc63cf66114bf501d0f884e2f7322f529cb804ab0379612fba0510ce8b5e8  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/queue.jsonl
+a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json
+507e0baf4163f86768ecb4b8a130112671cb8a25582f033bc511ab799597d09f  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/state.npz
+f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json
+c26011e148b7b8ecf18ec80e86d0c39f95689619c608d628f7ed7c64f90beed4  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/tick-state-hashes.jsonl
+0947f3b5860bfa5b6434d88bb605266b113a77547554740cb853338296411967  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json
+6e6519024da189dbc4eab232bbf55c50e1aea03cc980534d09b4234c3b83d20a  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-drive.float32.npy
+32e5db0d575571e262842b39b09cdcb7b876b9578abaac4cb42dfc966f1b9022  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-inhibition.float32.npy
+ef5bf4a5fabb6363559c44cb02dd92413477a9b275a6465b231ad6f3b51cb6f4  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy
+c130259f84b22c8e8e2fbe8d59d8a5c98254b30d2d04dadc2ac70001ad6aa4ae  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-state.float32.npy
+6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json
+818351c37065e65a400189c43ecc517a89496e4c48f1b6913113064fd1cd0dcf  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/queue.jsonl
+06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json
+4783e8a56838ecec437dbb0e0e6812ca065060477da1300131f59e33fd11c0e9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/state.npz
+b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json
+fe11a7fa504c39fe026958e8f9ffbc6d7dccf35839a5098c72232167c0e0e656  gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/tick-state-hashes.jsonl
+e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json
+4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-drive.float32.npy
+4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-inhibition.float32.npy
+b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy
+ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-state.float32.npy
+b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json
+31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/queue.jsonl
+2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json
+0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/state.npz
+168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json
+9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/tick-state-hashes.jsonl
+e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json
+4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-drive.float32.npy
+4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-inhibition.float32.npy
+b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy
+ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-state.float32.npy
+b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json
+31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/queue.jsonl
+2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json
+0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/state.npz
+e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json
+9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/tick-state-hashes.jsonl
+c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json
+db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-drive.float32.npy
+061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-inhibition.float32.npy
+c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy
+863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-state.float32.npy
+63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json
+84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/queue.jsonl
+697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json
+0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/state.npz
+b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json
+9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/tick-state-hashes.jsonl
+992cd3935aa1ae718ed4db8a708239349853138472b51f985001960234aaa96e  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json
+38c4b54884c17fa9980c5677eb16e406a59dd07933b9a89acf894dd75a2a4970  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-drive.float32.npy
+bf231ed4edcac974c7dee858cbb4d12a95a7c37cec8a3551449571154e24c945  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-inhibition.float32.npy
+d6a759c36de3898308322b021cb60ac8dab4059f2c36f41740ec4e8654f5272b  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy
+13bec6d05c0c1e1c50c410e7d8bcf8d3ad3c4a101484806b3570f7df7d65fd37  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-state.float32.npy
+9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json
+365231f49b92f03a97519ffa33318e59ae6acaa0972a07374b09005dd905bdd9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/queue.jsonl
+dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json
+082732d4d7ff1b7b9f27ce96b67ab1c8c0981e429fa48ad5b64c6beb583b0da7  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/state.npz
+8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json
+708b07e6fbc720f730b3073397b6f3ddbdabdaa61bafe7d2d4c99c789f95fda9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/tick-state-hashes.jsonl
+f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json
+ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-drive.float32.npy
+0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-inhibition.float32.npy
+643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy
+de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-state.float32.npy
+d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json
+5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/queue.jsonl
+d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json
+648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/state.npz
+3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json
+ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/tick-state-hashes.jsonl
+1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json
+2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-drive.float32.npy
+80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-inhibition.float32.npy
+b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy
+7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-state.float32.npy
+c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json
+c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/queue.jsonl
+9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json
+b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/state.npz
+0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json
+8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75  gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/tick-state-hashes.jsonl
+a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json
+36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-drive.float32.npy
+2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-inhibition.float32.npy
+47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy
+6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-state.float32.npy
+8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json
+66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/queue.jsonl
+84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json
+1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/state.npz
+4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json
+9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/tick-state-hashes.jsonl
+a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json
+36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-drive.float32.npy
+2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-inhibition.float32.npy
+47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy
+6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-state.float32.npy
+8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json
+66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/queue.jsonl
+84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json
+1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/state.npz
+bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json
+9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/tick-state-hashes.jsonl
+fc864117b11779273358c9c16313636c2da0e28e0761388a7aab9bcc10c17239  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json
+b37079514383e66556f37a9b4ed96d9efc299961bc219e1b08854c485ad0c1b2  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-drive.float32.npy
+e8ce1ade93c62761929102395d150ba5eea7a1855b7d5d9a0c7c1e1571a72ae7  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-inhibition.float32.npy
+9c606fb372f4eb366c2eee662c8ffeca64d923d7782471fa7ab833e7cf2a7895  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy
+27242b96948c480c22883a57fb40960260bd41892eaa95ab1325dd332d0b16e0  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-state.float32.npy
+3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json
+dbb6f3e26eb73ef36a23f940e79b1b4b3de091381ba8cf5a64e9e0f3ff749f62  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/queue.jsonl
+f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json
+7055a2ca65c9a54d08f649ec1ecbb42068ad90301ce8e23088b51e18c00c1af7  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/state.npz
+1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json
+b0429f13a1a40e997d59a1afe6071375f9a706869ac9b752009d3eee425c261b  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/tick-state-hashes.jsonl
+d29ecb9dee07a95a0d7761d6e5284a3cdd93b02967cca9318eb6422e99ac0a05  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json
+8a3c340c19b69112cf992d8da80bddf1e77bb05af04be3bdfc4da6f69119bfdd  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-drive.float32.npy
+758a3adaba02d665815faa33e6b7905f30769667dc9a1e6e2e9191cffb90d9bb  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-inhibition.float32.npy
+661af73bd75dc1aee03d21dbbace8df0b39a6c93dfa90f368b3fbc2b70ca0bb7  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy
+8f48027e55f33a5cd27610e343de697e132e96d102c402ce849cf60e3dafefe1  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-state.float32.npy
+3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json
+40cda1d8cafa90c149417c07c45c61fb150f3b1426c8c9327f8d020b41d88999  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/queue.jsonl
+91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json
+5934b1739534b1a9716d89a29b798e4de80dd6dcf96627697d6dd5601a04ba14  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/state.npz
+ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json
+2ea6648b47e1093a84864948402e44d13c41574aefa85e8ac3d1a0fcb5445fbb  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/tick-state-hashes.jsonl
+950d6e70d7ec35f5d8b4fc69b0e113e2bd251d68707167a2e0eb1e4a4e65f34a  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json
+83ebfe4f05a65fd452a1dca52beafd801fd8d0c031ae36ca12792f9e10905a8c  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-drive.float32.npy
+47b8123d474a39af7367e7dfb4274263b9b1dda8d6959c838ed8e67e4c88b938  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-inhibition.float32.npy
+13ca834333bff51ab2b4e429ab877ba33f69af904fc9d39efd2247947109a379  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy
+5556326457035afd185dc7b89930caf3973b61b850d4f518594186ae5e8e3fb0  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-state.float32.npy
+ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json
+2d0a7866b9f6b94947c14003a9ebf85be058b4b5334a53a118e52882f64ada3b  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/queue.jsonl
+d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json
+324a547bca3ad71707e604d1ce3b9579399ebe169d5a1c89b110967aea5aace0  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/state.npz
+bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json
+0404ab8d946150127ef753456d7a6256f0ef0739e2207c9d82f1df93a3efd931  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/tick-state-hashes.jsonl
+541457fd3372852b66388940120cfb9a7512b515961e14254df6a9c426349e5f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json
+2db6acedd9decd3db8f13d065e880a5c5a97ead59fc5244a1191d2a169b06dcd  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-drive.float32.npy
+3be716ea3e2b74297c9f3a9699982b8392b05877f26740487230c606275d374f  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-inhibition.float32.npy
+d6e7188d3f13f5e9f991da49f7670dd2d5ddb319f940dd2ce9787fd5fbec872b  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy
+410feef04bbc781b5a507dd9d69bcab199c766b0e9d8d8d2ee1d05d210b98514  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-state.float32.npy
+7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json
+f4b411d0312c6ca828667a083f925ed1dc73387a564a0e5565420c3ce459aaf9  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/queue.jsonl
+10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json
+4467469e538cc4d104218103503cae7d3dd295978c0105fcc45d10e55cd0a923  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/state.npz
+8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json
+7ef1eb513c65999f65e8d418c2e59465afc8b521695b5806858165fa461962cc  gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/tick-state-hashes.jsonl
+aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json
+3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-drive.float32.npy
+098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-inhibition.float32.npy
+989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy
+09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-state.float32.npy
+6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json
+c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/queue.jsonl
+9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json
+b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/state.npz
+687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json
+9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/tick-state-hashes.jsonl
+aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json
+3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-drive.float32.npy
+098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-inhibition.float32.npy
+989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy
+09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-state.float32.npy
+6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json
+c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/queue.jsonl
+9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json
+b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/state.npz
+b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json
+9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/tick-state-hashes.jsonl
+6353a69af78afe0651ce9154083aa30c899be1c4ff2cf40a47d9a0d2143f8ec4  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json
+98042eb20158dea660bf6acde853002176fb7dd64b7f39478572d4b78f6837ac  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-drive.float32.npy
+c81f23af4b9e6eddd027853f7dd98d968b5651ae10a7677394b4fc62995dddd1  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-inhibition.float32.npy
+8f971e015ee45db06fb16fe0bf104bcd895b36af68bcca2e0b62c75ded5c9fb5  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy
+5ece7f086411835ccaecf3f8ff36315c526f41d43c797dd2728b5c87a761bf55  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-state.float32.npy
+4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json
+9ab3dacdd5cbeae92e03dfff0e8aed0b97b3535da9a4224e33e288874e4b1cca  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/queue.jsonl
+fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json
+46c1005396d3fb787d77cd4579a72d52ea76eac9153f5740738636a9a0aa259b  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/state.npz
+1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json
+03f0655ec25fbd14b4a00320994e9daec398b14887fa8613832dc5287f9a9321  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/tick-state-hashes.jsonl
+f0ce18d41a955f151a8b15bb763a7e9b35bc0646d4ddfb59966831e9916a8ba2  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json
+99e37f1048922b6a4d50deaaafa73089bf75939d4c93af6c0ef8a6e8f5cdd045  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-drive.float32.npy
+8cf491771a018a5f07e4296faba4bd1dcd5f2333117eaad7c1395b1e3d814cf9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-inhibition.float32.npy
+8551ed5ea7214989214be3e1f6ecab136b814b6219ee69ffc05d9bd060ac3856  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy
+76389a33438f134b687273ec179b6f8ab944f41456c8594e02287832e7b5488b  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-state.float32.npy
+d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json
+0a9dd0698ef540907f60710a396c211cf922d14033e009af630e96c36f3504c1  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/queue.jsonl
+804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json
+cfb0274945354f0e3073b9c65e41e4e62622ed00721e564cdb27e14117dcc1cd  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/state.npz
+672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json
+250ae9394e4214fdef01938e12081001b29dd1218fa4380d43fe3f2f1733cff5  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/tick-state-hashes.jsonl
+21858f7014740826f5df4164726e7f636ba8006785c30b04edfcd20f8006ebb6  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json
+4c9cd95682b493663399aff35df75c9ce8ce79a50676cd2bdfc880723c438bc6  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-drive.float32.npy
+63fb04d279eb0982f538b9a2e5a8b058314debfc381a3d183d4654494af0c748  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-inhibition.float32.npy
+4b64e7479b327570509ad43cc955b470a3b9ed0a94043944fd86504b581a2ee0  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy
+bf264e68763eca87755388c7d62bef97fd516660ac1be182251c91150149ba4e  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-state.float32.npy
+45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json
+58f6d56be33253df19706db40b71d2a1cdcdc65d2432301c944fbc6c9410c8ba  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/queue.jsonl
+4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json
+911ace9f3f6ed81011c8b9d4a1ed141d7d3d2496b41b856ff42bc690b819ae92  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/state.npz
+9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json
+65c5d82bceffe93757c785dcf437121518c1db5e2be40d913954a53b61cf2fc2  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/tick-state-hashes.jsonl
+2c18cc88de3cd2142a3e3e810c455ae32572771b33cc44424fde48f82755882b  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json
+c9abb9ce731078641fcadb36ea8e9cbdd4d972f46a36f944a6504b38b0ee8afc  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-drive.float32.npy
+624d0e582adbbea2ed0de422870e6af7455a78eda7665ca28f773399657e41fe  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-inhibition.float32.npy
+47ba7dc49b15a657d17c7b4775c15e42ed57ed64ab0be1b933ce3ec000e4027c  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy
+e92121f83f848951a3b437ef5508dfb82f44baac13d354503e95cde9c185ec3d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-state.float32.npy
+c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json
+1423b9f7b9c00b25b120918bf20270a2fdfb0d096f9d49afd86fbd489789de76  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/queue.jsonl
+43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json
+77eccb870896d2485daa28026aa995af4bbb166c61b90042ec58e435fb0e7a89  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/state.npz
+4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json
+007f80db5a97148f20003ba61c031fa3b99f86138a6c658d7217267ba4f03223  gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/tick-state-hashes.jsonl
+7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json
+3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-drive.float32.npy
+cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-inhibition.float32.npy
+9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy
+c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-state.float32.npy
+8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json
+757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/queue.jsonl
+6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json
+711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/state.npz
+2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json
+6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/tick-state-hashes.jsonl
+7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json
+3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-drive.float32.npy
+cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-inhibition.float32.npy
+9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy
+c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-state.float32.npy
+8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json
+757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/queue.jsonl
+6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json
+711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/state.npz
+d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json
+6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/tick-state-hashes.jsonl
+014f0880ec48c580e928b5cd8573562e72b58be7b5f647a875d4e6f2d8bd048b  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json
+10dc351adfc603ff01cf11b71535395cfb01f4e32a942fa7dd47139326de03b3  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-drive.float32.npy
+f7962f402cf7abbfd9eac756a54111df86028ba60ab07cbe16b74c1b7c9f3911  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-inhibition.float32.npy
+3da35c5bfb6debd895301ec40da1b33e7099e5db7a74b57e8433478906acfe1d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy
+055def1e3a47855a2733bc2a1b4e65767899438136f8698eaeaffc5f66a88c5a  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-state.float32.npy
+901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json
+43b1e98a2398f3bbdf81665d472fc40bbc6710df682240a6f61b73153105fadf  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/queue.jsonl
+de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json
+e22a0e9db7b51806abbf89c28a5de65318093d725f3211d41a7028b5e6723327  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/state.npz
+b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json
+aa27549da32c37abf86c7dce5677aee8008529ccc4334937c2c3ca6d23d51efc  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/tick-state-hashes.jsonl
+0736d8c3295d19da7a2954966bb12428192bdc9c132849fa5c2a9e9bbbec44a4  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json
+34f367a6e4b7294ef64b6088ad4ceabb5601f07b15c2959ccc55ce9e17adcbac  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-drive.float32.npy
+6a23f22b9259f33e6d289136d4db446ed6cc3b67ca989d7effce0ef779d49021  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-inhibition.float32.npy
+28677f7eabd43f3be417c1447173341565e154d08a3cc80320f4e8850a5a2d25  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy
+ce4d391ca7419ad37a4b11202d3ba6d6861b426776d87afe212c17b353f39988  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-state.float32.npy
+0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json
+1c485d2f1cfed052134017aec12513ea7d4dd7f9811ee9a6ebf2cd56b5e09441  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/queue.jsonl
+bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json
+65f9cd238afdaa0d187f3445d95729ac5791692304e70a40d22765e85c7ea3ed  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/state.npz
+0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json
+6f4313198548ee54a7646eb674ff1aa0a85176634a0983132f0f23ca11d8160a  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/tick-state-hashes.jsonl
+f4ad8e5ecb722ed74b6f06bd585f16a729bee8885b89117161b5eb6a810a625a  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json
+d42f2b026bd2565c3eb01ef792671615fb9f23e34741bf54cb784645d4e126d9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-drive.float32.npy
+808b78b9b2c6ad2cf1a527eab0ec97374d261ffee4802e5c3baa5836d1c009a9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-inhibition.float32.npy
+d4f835833480b80464c0fddcbb2213c8881ee07fdc718e4e3790edc1bf1a203c  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy
+7854be275e5eb52135fd6c92c5a83549937a83d45729471b34eefcef1b178f6a  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-state.float32.npy
+41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json
+c8c641aab63b0ed8223dedcc5c592c221cc799b329acb6fd8420e2e695e7104d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/queue.jsonl
+11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json
+604f868cdf929f706062a64943173c95c59f33feb2e77aa80e6b518065670156  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/state.npz
+1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json
+5cd5bc1d89dc289f3cdc206423c5957c9ad42d72ac795653b2eb849e90219e69  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/tick-state-hashes.jsonl
+27a754cd3dfd9482a8a6616bc39bbc92c2c2e5ed44e1a44a8be4e7bb3fe09e71  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json
+aa75990e07b2293f75a37d8b3f07c852efba7e931d97aaa516e50244c4b08f66  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-drive.float32.npy
+a475b5d108a77b4ea15b56251ba166604f490c4be7c4ab205de572dc0773e508  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-inhibition.float32.npy
+7d2e5a7d0c5c4cc6e594114954cf9df6e1472b18b808b0e644fa5c59f0c8f2da  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy
+30532de4b4521e2c317e392e0bebfc5f66a8426861eef58bcd0395061227b797  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-state.float32.npy
+13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json
+00e8e65344b5d36973350135d9a3dcb6ff82b7031a35ecd89299e549c240977c  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/queue.jsonl
+f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json
+a012bcd835f3b33c09fd15b39721f6d36d20aadef1d1c06a8b732f335d067bcb  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/state.npz
+aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json
+a395d7a6c22af43e081ebebb6b49714db0af2be3b4a4a2e31d51ec911abed975  gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/tick-state-hashes.jsonl
+d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json
+18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-drive.float32.npy
+8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy
+fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy
+ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-state.float32.npy
+489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json
+0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/queue.jsonl
+b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json
+8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/state.npz
+7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json
+44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl
+d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json
+18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-drive.float32.npy
+8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy
+fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy
+ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-state.float32.npy
+489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json
+0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/queue.jsonl
+b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json
+8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/state.npz
+e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json
+44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c  gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl
+7895e4bef3945ae98a9a0fd2d777e25e30a2f37e79f31189d75cfc5e1c4d5826  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json
+fc037bf3efcc78821be8fc016b36f30a70da8165c5a681a56a83cc7c1db87326  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-drive.float32.npy
+61384432c32e0b150f329f6de4c62964f064ef0117959a6c777838325f5d5778  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy
+e3ecc3fac2e3a6408f3fab70ab9d706b2fb5b7b3250123907af7839713db1489  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy
+e2a4e90b3c237957bf21b5bef83ea6bbc9b848e53b0d254b8cc495f61fcdd226  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-state.float32.npy
+5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json
+336f7a6a70dcca648395410b48ac774e704ef88dfc5c433f19bf36c06c8c0a32  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/queue.jsonl
+2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json
+665bf1c4645a73eea8ad87d586fb0f815461946b72ef007a356bb3ee603921b8  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/state.npz
+b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json
+14349a36219a462c78fa1c77f30819ce26beeda29775378acdee45521bb0bb7e  gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl
+dbe2c011f81acc321f0e4c34923215b24d88fd27b35f4bbae1ca022fd6638d64  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json
+c03d9909130fafc3edda144476b3a4057997ff169c857834dbfafc6820fa1d9b  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-drive.float32.npy
+72c7cfa7574558100b1aff4472d2d55fbc9e350a123665de08b7158c823f16e3  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy
+54dce144c80cd577293e0d6fa3380aa0778d5a346a9c9b812f1df6b4f3dd0ef6  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy
+f6dbaca249a96d22aa288e4fd4e43653a3fe742679452b76433e286ef957a014  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-state.float32.npy
+26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json
+99e74ef592bb9d3400dc040c17510fb0719028602981efdee9734f047ace26e2  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/queue.jsonl
+028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json
+2824cee2c0a114b9520b43a8c5d9a5c94aa50d877d1ed9665dbd65032083113f  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/state.npz
+bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json
+7f1652a3029cc8a69029ad06f826f0317e505c75eae0db7dd9e694fb29121f55  gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl
+49d7578ac199ad1857413745beafc42ab23daea4e07f567072991281c04381e5  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json
+3fddc3810ace6d3e3e99120dd416f5235e2dbd1fd68f63e51c9da1d3b809a2d1  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-drive.float32.npy
+7cc2e6ad51fc3abdcc492ba53c569c405d850be1520370495b6d70c8f0de0f09  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy
+7b25216084402f9cc98b66bc91a3839d57e582475de90564b73650880bddb083  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy
+47caa20494d1c49bd51fbd5fc79b34be89463cc221c70fb8ebc31720455aef44  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-state.float32.npy
+1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json
+1bff8aa19b6ebd1cbe004d6cd8a1d6dd0aac7620b584257f138f1112833a949e  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/queue.jsonl
+61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json
+f6335d275e09c3e49d4a52440d159e8ae1e5b854ed958dde6a6c08d27246be58  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/state.npz
+2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json
+e70ad9bdb96a8139035ace249a443804ff397faa381e908f2da8e4d06ba234cd  gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl
+491f5de3e1e27d5088414102e5fc769291585b30ee4a5048554a6f046065be76  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json
+beb1462b25f55b7e82049534831ab2f01e50aefafce9aa60168e158d4b9c8ec5  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-drive.float32.npy
+ce1cf766729bde413fa9c295e4586846d7b9a9e105e37aa1641cd5388b669eaf  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy
+1f856cb3e802ac0b7a73ba743cd22d4b08d25c2cc0a6b054c855cb77cd0b880d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy
+400a65e3e3d52a5c8165f9d52e55e0345242553e7716cc2b02cbb37e251895ed  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-state.float32.npy
+3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json
+be9ae0ec9ac017175fc9d1f3f6bc487bcefffca0873afc5b2841df24b73de410  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/queue.jsonl
+a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json
+059371b6908d4d1cbf99f05dde1dd4ff7c7a512803128e344746a2f10a2f4482  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/state.npz
+e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json
+09f8264f763889baee8ede5abc4a527de492fc129058360d828356903c6ac05d  gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl
+b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json
+1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-drive.float32.npy
+b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy
+92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy
+e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-state.float32.npy
+5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json
+df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/queue.jsonl
+1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json
+3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/state.npz
+cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json
+8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl
+b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json
+1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-drive.float32.npy
+b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy
+92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy
+e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-state.float32.npy
+5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json
+df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/queue.jsonl
+1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json
+3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/state.npz
+99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json
+8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747  gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl
+c7833efad2747ae96ec72ab5bb9f531b71612759711996547365174c77da53a9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json
+f92dda4f06ec33312ea81573eaaac090c21a27a4e878173d2d1145f585bdd31e  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-drive.float32.npy
+0342943c3308d07ca2f207c4ee8aae2102bd14ebea139f6794a549d07bb44bf3  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy
+9534db7715e0b338a601f8f1fe8ccbbf11666425bea9df95fd588c247f37eff9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy
+f1e49a734f4c9252a5b1dc7da67fb041f4713d464be9207d923e5db31fb0898e  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-state.float32.npy
+f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json
+be5d9f24a0372083cd76a20c5cbb443e3777b5daca69e1e987d1facf3a569ddd  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/queue.jsonl
+68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json
+6f8189155c8ad720abb8cbd1d5d5c303617da052a48570a021c2aa1c703807f7  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/state.npz
+fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json
+705e1fc46ed595d3dc3f1db48703a14245bb96e05019181beade63bb67d5ac4b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl
+df4d2f70cd2e9587ac99d2df22455f0d67ebbfcea84b722547ef896d5205d6d3  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json
+9c19a3544a72260451b745a14cd137c0f3f7171c251a889a4adb4a8afab4ffb3  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-drive.float32.npy
+b4db70be29fd109e60606610d893f1d33b7e3b95b0dcfaef6362a5e5400f9bbb  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy
+1642254dda2b75257f52ca964883522131baad635831b0c175e65f146dc1404b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy
+d5c1dc1b5a4cd480cf887220336757c6c28733bd90d011fe7478e2c86ba9d377  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-state.float32.npy
+55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json
+1d4091d244380ec0b527da27acb690c3aa002e5acde6858cf8b984ebeccb8d0b  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/queue.jsonl
+fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json
+18d8b3e1e51d10cb2a74a8e9f3aef1e0e6b598bfd322f78c0b84b16b54d66313  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/state.npz
+bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json
+260829a90f927d54f7b0bdbe9ae01d2e05bf86d8e7413a431008a4a39515ccec  gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl
+f4128f628d87a083846ecb6378b5de9eaea57473047215218cd3f9c48e41d7da  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json
+0f94d5bde680827c26dd74a61eefd317fa3be3e9326666b244254f78347a59d9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-drive.float32.npy
+58058733f16dcd673994c0b024b5aaed73bc23ecd14bbd3812e1c844d7ea006f  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy
+899745dcffbbb00b6e1c6d4847c0a5e79e5a806aea250e45aa1be14ecf7f0a99  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy
+fe05d21b1190c3c0849dbe39c97d0c0aa267664dfd7503661ad1e253373ee648  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-state.float32.npy
+9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json
+ff989d17ac5879ee8e4cb3f904a89322285ef400080b7bd2350d16716bff8e35  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/queue.jsonl
+fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json
+eab329d941dcab221e0d540702b57c22c07cb6abccdb8a49d8ddaa5ec9ffa92f  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/state.npz
+f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json
+9961a7d82db1a2d9f6d1730869e71bbc8fed7e55c547b3305554caffdf015418  gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl
+859846cdec8667125f07e0e33a786ec9a5921aeb1b9b8af60389ea0cfd4f78b4  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json
+221b2c8cbcbe34d1e06202be291743836d2e60d95e39983c1044fa3cf3029888  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-drive.float32.npy
+8392107b9e7261a421a88d994603db1245f9c3d6bacd96404e794442fcee00ac  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy
+b5224cffeb2225b7c934f44817d2bc3d187579f5ed3adb8ad804a70259a196a1  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy
+94d800083903c24958737567fcacf94f2999f67d22c27a67baa9e01694fe61a0  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-state.float32.npy
+61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json
+5d9897670b236bcb6fba9a70e98a8398cc282c4507f6fd67fa5715624c7f37b4  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/queue.jsonl
+69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json
+3ef1d8f277e8896d7020ba19256f3ad4cb36be8685edf0d774d9971425d01222  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/state.npz
+fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json
+d860b2c0b0fb807ec977811e560bc5b318a13a17338f91fa68844311cbe8b483  gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl
+82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json
+57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-drive.float32.npy
+cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy
+52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy
+cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-state.float32.npy
+301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json
+2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/queue.jsonl
+81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json
+d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/state.npz
+b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json
+9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl
+82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json
+57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-drive.float32.npy
+cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy
+52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy
+cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-state.float32.npy
+301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json
+2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/queue.jsonl
+81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json
+d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/state.npz
+d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json
+9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce  gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl
+94db5586e2052018e8e1e6e200f2f15512325de38c8854984da95e4fa0fbe491  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json
+c097e1da2aa64410aad707e2537ef37b389eeb95a83a6298c1a62ec84abd680c  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-drive.float32.npy
+9042d172f9875991ac5c8b8ae84e104c5ed24128b176436206d6985cc074f8ba  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy
+1359f5053f79f8746e40fe01164d9de8745e6ed25ade062ac003a964c1aa93e7  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy
+75ce804b8837e0398e03f3d948e284e0f82ccfcc8a1c9aeb528ca1e8c5adb019  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-state.float32.npy
+b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json
+e0efdbebde38686e4f1303cbb08a0b7960c0b8438d8f5b7723abf9717e5f1464  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/queue.jsonl
+1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json
+5cac1dd26a8a1a69e24a897fd515c10355f14c81d2a6bc90d2df30bd9c9ce8c3  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/state.npz
+f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json
+32b53787eb3e7354ab49a15174061052e878167f9d51fc89887185ff3c67bbb4  gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl
+eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json
+83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-drive.float32.npy
+aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy
+73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy
+14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-state.float32.npy
+8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json
+ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/queue.jsonl
+5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json
+01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/state.npz
+444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json
+2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea  gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl
+b3ba1df14c3bf09cc163fcebac087abc113ee76e71db110beb205fb8809fb5b4  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json
+9c74db432d4c81b344b0592e5639bfca03a341e7538abeadc2c834c406373968  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-drive.float32.npy
+fca5bdab47569d9494e54865fd71faddbd487d9cdc85ae1eaa62777b8fa29010  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy
+d94c071cb75ea8ebccba276164e54a61267cd9fda594e73230d3ec3b4ae6c7fc  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy
+3c903c2f51fff96b73b2f1028c395790b04494a003a172d6722d9782d1362a72  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-state.float32.npy
+005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json
+bdcb7fed3ac2fa51a737abb0d42de6c69fc8c79bc05867a82b6b747174e7968c  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/queue.jsonl
+1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json
+372de2ff56c797fbc025001a32b6c38b49cdfe05c33dff05bc8801342af71836  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/state.npz
+b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json
+256b56f56dbad3798c13c15ffe51cd21b3fd151b59c0c67d1e1407e85026e5cf  gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl
+611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json
+00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-drive.float32.npy
+dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy
+00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy
+f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-state.float32.npy
+725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json
+7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/queue.jsonl
+286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json
+163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/state.npz
+a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json
+52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21  gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl
+bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json
+ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-drive.float32.npy
+f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy
+eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy
+e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-state.float32.npy
+d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json
+92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/queue.jsonl
+e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json
+9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/state.npz
+8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json
+75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl
+bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json
+ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-drive.float32.npy
+f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy
+eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy
+e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-state.float32.npy
+d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json
+92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/queue.jsonl
+e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json
+9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/state.npz
+f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json
+75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14  gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl
+f3ecb81ab39c55413f4ea6bf5c36cbce5729db66542f6af93efe172ede94702e  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json
+44f63ed5dbba1a0ec234e7a15440880c35942cf5f22e1059d3ba48b493dd41db  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-drive.float32.npy
+a5d88563086faf137c6b61de0f3434d35da5b38576c4240764f3a990ddf8d7d3  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy
+b3c2780c9aa987de00fa9659f7039c3d9ba147134b6497221d9971ed012c53f8  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy
+c7160f94e7cb273e8fa76d3a35f37bf2e0a0e1b823f1bf1417d769799e8fe395  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-state.float32.npy
+de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json
+0a01e0c4c67370afa3a64d83c403b5c0e6c443b343afe2c3037c7f760cc25738  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/queue.jsonl
+e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json
+a55b95c71b826f92214c1ca8b5b74863d894bf8ae4937f4a5958c783d35e9990  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/state.npz
+a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json
+ba99446869fa18c70bbb1d75504438f600ffbb5a74e2106ca74026a362176fba  gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl
+99d2e728be760f6ba95205388fa7a997fb43da5f172a6ca73206a2fb90ea3308  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json
+ea15382a12f64e1045ae3d3e62bb00a9cb56a5393878182e607b0848c2f48b63  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-drive.float32.npy
+614f98d70ed1e6453632d31138b4aebaf5566feaa0a832d874e858e9781a3b97  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy
+6b2072e85fefeee40f2b60e34d2d19344e2f94c641d1b18a68be217b7f8f0c3e  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy
+72b791126d6de23d97f1015aa551bd6dbb301559097aa65305b0c3a2fbb8a6fc  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-state.float32.npy
+4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json
+5d4b52d65e255badaae0883390e0c528498b6fb7afbec00bd9469d68aad70da5  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/queue.jsonl
+5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json
+22070c25f27bc2c4db39fd2d84492c4afdcb18ac92de18890d1e70f4bcb10435  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/state.npz
+b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json
+c60cbf6567ff07bc3d6d4c1cc861bf3d334f1bd16a17489f4acdaaa09c83755a  gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl
+cccbeffd83ec6d048869c2d31c870cbf1b02a3b3eb8479558c4c8bcfc096a3dd  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json
+976169806d6849ec5d8c57a31f0eb7a78738fa5451e00d2dff85e2cb25d5ba3c  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-drive.float32.npy
+8533adf1b558b9fcbb2eacdfb31ea9c70aa7e11657efd8c8ca3939c23d55465f  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy
+234e4faa7bad078947cdedb740e2b98284ca82f6fbb83389d6af21e87d460996  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy
+389f0b6de28d9ca8800387d179ea24ff514281e850386b6cb0c8b49c1bfcd57f  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-state.float32.npy
+52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json
+d7186c70d3a9b1444207785b61be257e9f25a042e0b794a08b043888a42a8f9b  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/queue.jsonl
+5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json
+ac13317f77a09dfdbe84d46073b26aba856a704041577887cf8c4c99a016e6f3  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/state.npz
+12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json
+6c9bae47bcf610bf55566063a63b4a4ca306ac6e6ea1144ecd6cdd0098715228  gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl
+752af4573b949bc7810f67d2bd4df33064eb9a1955f4a379f809850cf7e1ee62  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json
+b247daee44dcd581b84b78c439f05853dfc85760f8a92dfa0552331938dd0dac  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-drive.float32.npy
+9b29282990babc4c259ff3ca395590c07ae9b9fbbb946f26f4e064b486f7eb27  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy
+03dd11edc0d8f03e41f977c737ab94d20b0e2b49efa1563431894883a0bf536f  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy
+b81d7fb192af682ff294d938b0b5540018783a47a593857875c013c225afdb90  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-state.float32.npy
+987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json
+e81e8417b88f4fbb058590ece6503fb5613c2532bd185db3c5c7ee00e9e4d797  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/queue.jsonl
+38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json
+1343d714b4a52af3ea23f74c4435ad52fb10640154fbfedac67de72d4ed8c4e4  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/state.npz
+601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json
+517c7863d58c54b7c426e0069bf31b2da2ded8703d1e46f6ad87768409a7ce34  gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl
+f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json
+1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-drive.float32.npy
+ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy
+6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy
+5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-state.float32.npy
+765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json
+0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/queue.jsonl
+147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json
+cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/state.npz
+6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json
+fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl
+f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json
+1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-drive.float32.npy
+ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy
+6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy
+5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-state.float32.npy
+765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json
+0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/queue.jsonl
+147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json
+cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/state.npz
+3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json
+fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82  gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl
+9401bcd787319b556549a0d943958f77aa9c6a8cfce216ebbaa1ddf1ffb03150  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json
+b1d903b4e1107d4d2fa173418b168d9e135a22f6b0296786e9f48b59b227da0d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-drive.float32.npy
+bc0a3d1d908a4429a4fd3b63e2c6171bf9cd21afa9cb5884e46ba971013a4f94  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy
+9be13eeb482520ea358c2e97b9bd00fb25ece048672fc3a3cf88fd1921751ebb  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy
+ca1f8e2a06c1321e300bf9f1619b380076217fc32dac1ee17ca103bd9449a926  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-state.float32.npy
+11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json
+e14241a6c0f2d857c86117bee34358d1b10aa405b469dfde07dbef085273a4f6  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/queue.jsonl
+e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json
+30b6d5e31d517957d938c59e3bdadbaab4ee65d155c8bb105692cd12fc006422  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/state.npz
+88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json
+699ebebb485e259bd3be618444bc7121f15fd6420f05257751c7d1a7ede3baa9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl
+619863f731689791b312753876bca9c364fa8f47679d03716b1ea976b09933a2  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json
+c84778bbf445fe3b9d399dad41709f6ff3ff9f9d0562a4cd7a801e9d48c97f9a  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-drive.float32.npy
+dd39937f5dba3a3086c1aeaba13794b96636b170669d20bddd01f1adb8c573e1  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy
+d66f0e05e2392d8e308eba49e04c53092356b7761e3087690e125dd35ba57330  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy
+da6329fa97ee1cea317bd86ac964ace8c2e2ddaab64126565bcbd7daf61493ba  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-state.float32.npy
+af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json
+5c67dbc42e5316b1249f9a190dd35970875078d458dd6fda8b663f8c87b0bb25  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/queue.jsonl
+42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json
+235155408acd15b6059c0a8cc741da968c0e52c9ecdd70b7a69168cc94a516dc  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/state.npz
+3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json
+42f54a3272c6352cb36115ad8661c97caf4e5087ac749dcbdee225f2c95527fe  gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl
+565bbc53a8e90c1bc60f7960d26b8d7904448ca1795f7b6d68b312feb413c77b  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json
+3ea6f34e583531f9764d58cfcdfe23ff431bd6209397d75d1e63ff09d7267f86  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-drive.float32.npy
+9278f30e1dddb7bee71fa7c5768e00d8f061d4c652e720b690821fb5457d9b45  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy
+b25cf33c282a18ac7d645590b9afb9bc694def6425673e2c12b22d962ec11036  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy
+caf3884d37796b263319b40b868aee56b273cefd8f3ef6e97433b723ca76e9c2  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-state.float32.npy
+c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json
+f662d1dbebd67e11a61678297def7a288e09e4bc8a1b16e62524825effa9d8ef  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/queue.jsonl
+c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json
+39471f6747314a45cb97fd07ebe241d6c08f5b4d33436a6b076cb2f4e7e992c0  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/state.npz
+6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json
+858363de98ade956848bf11dff8b1287932db2a5dc71bcce0bc87e9fe2dddb33  gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl
+d3dcf2f48c22838b25c20c360d67fe4c7d964e4407ef5a03e55d8e20a735ec53  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json
+782dd568cfe93dd27f1f8ffc7d02c21e2452b1bd7669e416607bb2d305c271f8  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-drive.float32.npy
+f742e9d47ebd4cf4b753e61476845cc350c4d0660f9a2e8f476a320c8bee9ac2  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy
+ab865e5440f32a949897b036ad7d89baec3e6a10cb60fec192ebc03ef7d5db6c  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy
+e510fccddd271c1c477978e8d5c27a5b640ee4e7a71ca4e3ed3cb5fa23bc8836  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-state.float32.npy
+ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json
+28d3a50766f8ada02415bc084e9467cfff5815c9ddf275eb670ff850ce9ebad3  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/queue.jsonl
+60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json
+59517db3186d34b20c2700cdc74da4e1c7f56d653cc492ed5cdec3a62a6ccbf1  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/state.npz
+b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json
+13d090e9f419ee52c018b4c7a97acbf2bf7694f1eeaf163cc7d23caf8e7e2b1c  gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl
+dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json
+8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-drive.float32.npy
+237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy
+6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy
+f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-state.float32.npy
+e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json
+787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/queue.jsonl
+2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json
+363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/state.npz
+f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json
+11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl
+dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json
+8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-drive.float32.npy
+237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy
+6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy
+f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-state.float32.npy
+e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json
+787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/queue.jsonl
+2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json
+363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/state.npz
+076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json
+11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637  gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl
+85bc9df8cdd29b87ab3971bfe3f1537780645478c5bf7eaa5cdedf622afe1d2c  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json
+fb052e40fc6f24a017d031071ccca4c350120deda45c53bce97a92768ab87101  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-drive.float32.npy
+7832d56b83d08eabc8d26b1cd75851ce3f5d4066bde338e823469194d49ffc52  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy
+989393fc21ef66b5ed6ca64ac0ce3a05154633e15e13d99ae84b3f17b40a53f8  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy
+1c105a88dcdca73440bca2c2ff17cbaf8ea1de022f0980f9f6e2d247258625bd  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-state.float32.npy
+af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json
+80f20aeefb6d7feae4ba2baacf23f5be815e4382043ed99ab26dbbf1213619a2  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/queue.jsonl
+16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json
+7875d2578fd50d86288c13199519326f9c51a20579d8f8772f46b501fd7fa1a7  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/state.npz
+73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json
+29ebb3e9392049d56213a61be4ed65e14c733766d6a92af32f5f85af1ef58dc0  gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl
+a8762791e25cd185d1add143276be5a8fd03f3d5e7b9e7df8ecd11f8c62dbaa5  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json
+6a84b1e0f735544e5539311496dcb3ecb22f9556c281a8974875f05a3aecc6a3  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-drive.float32.npy
+071d0d12383668f9edc9a02b0698df010ca87b8d686ba23ca4a7edd4293ebe7d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy
+d9d6a46f84d78ba613d684e132a209f24f110dfbf438b8c249acc185b6203568  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy
+cdfd5e53ce04d1d6835f4ec88cef026c3e5a75488fc36b7fedb7ce159c8374cb  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-state.float32.npy
+1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json
+cbd0794c0f1fe2e8ad5df5655993489846905fd4bb6e3cf672e0a155b4642ac0  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/queue.jsonl
+af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json
+20aa88c1e1e6127d9baa60aad54e44222df10d6e458091ae763c55e366e0ce37  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/state.npz
+541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json
+cb0be89a8400d6e2220a8c9ab0bf26756547c67f45a0710f993317a350c07e60  gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl
+9993071a1eb382d1e6ec4cfcbd02a60fe23a9192c1e2f7bb5b469d94221c74c9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json
+9c627419fd5ba2af857f141e1c34452cd03a7aae59c4af489b8e4fab9ed8f0fa  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-drive.float32.npy
+0562710abccd5b834803ee89291fe094e52f98ef6a867efd2cfb443bf3d13391  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy
+d216ce103c8d2ffb34353cd4d71f8baf71f194413465750f9a4dc3241c219aaf  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy
+8e3dccf394d94aadd781c4d23827abdf1b546262c2a853eddb1b5c69448cde93  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-state.float32.npy
+b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json
+db3271f47621db3e11881b7f62af0b4c6b5546951327652c5b7561401ecc7c98  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/queue.jsonl
+46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json
+2c6237c1f449d1af7ae5a196e5463167468253dd6d81efdde6cef6c82ed9e684  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/state.npz
+ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json
+d9162f970c9074b54106d835331db4858dcc1abe62bd9593aa8cce78454d7572  gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl
+b1afa34cbf9eacba04433fb54e445e010f3567370ff68d6f449ce6cc0aea7f71  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json
+137d3aad0e38cbf8d698ac72a1c20597e5d07578951c7774918a2d99f412078a  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-drive.float32.npy
+270c18b1841d0b4fef731975056805a20e68d6d533b3b5d146e29cc66383f33e  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy
+ab64f9908b074fdad35df80050732c6b1532c09ef40367e205712865e8540686  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy
+e80b480602e67c8075b439caa1bd46aa3fde618ce43133c0082559a8e40814a2  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-state.float32.npy
+74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json
+e7cc10d14ec7866de8e44cd884bf38f605369dda545896bb7dc5b337908c5bcd  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/queue.jsonl
+a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json
+851e63a91e08ce84a3837b72fbb9785e309cf4ad046afb63163abdec86370b13  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/state.npz
+109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json
+565b5273bc24ad3248b0da6d40b0cdcf04dc4ab32ef47ba54910d0c2ac05ac83  gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl
+b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json
+8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-drive.float32.npy
+8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-inhibition.float32.npy
+fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy
+36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-state.float32.npy
+850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json
+22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/queue.jsonl
+4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json
+933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/state.npz
+9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json
+0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/tick-state-hashes.jsonl
+b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json
+8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-drive.float32.npy
+8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-inhibition.float32.npy
+fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy
+36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-state.float32.npy
+850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json
+22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/queue.jsonl
+4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json
+933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/state.npz
+fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json
+0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91  gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/tick-state-hashes.jsonl
+539da99c90e24733c09486b90f24048e893f70ec6f024472f729a39e8bf3d0a6  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json
+7c7e3ae0611ecedf17b1fa73e71cdb1cd6d84279c1bd7e87fc03e630debca586  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-drive.float32.npy
+91e4b6eb2f7e9bfeb5d494858d5508add90b50af191287fe302cccd810b4d6b6  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-inhibition.float32.npy
+daac7da768d9938e767b2a4bf4a3d5fdd566b0d45050029dbc68d1cfcea2fb0e  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy
+48dc294605174b45f66e44891dc681829b589d16dcb98e092e0bc16109e94544  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-state.float32.npy
+a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json
+fcfba29a02d083dca93f5ce769551711afcecbf7ce7c65b601bc748ea52b5885  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/queue.jsonl
+fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json
+d9b75c213137f539c819108314e89a2c97f37e494c8843e927b6edd7d540fd00  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/state.npz
+bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json
+d606283bed3d3a9825e8a58ebee591861607dc5fa6725eb53b581f1dc4741d35  gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/tick-state-hashes.jsonl
+1c143ba523c5f1e64718227dd0e2794cea1398e26536a6eb6ed741a2a63ad0c5  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json
+5454b8df3e9135b0bacd1f3df54c5f223280abf6e5783f2c382e22eb8f482437  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-drive.float32.npy
+519f9d112184ee000b24972c57a4d4003166d9f6e0d1e6b22bc37a67674d0292  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-inhibition.float32.npy
+a1192f0dc91914e3bd655801e4600f4b72f93dd079c676724e0ba3c5a2b263e5  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy
+a5496569e11d31e47cc1e357c4869c0645594299e5d793ad95b0fcef0b730e41  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-state.float32.npy
+a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json
+dedeaa8b506dabaa18ad7d36e7f96e712f71b824bbe6dca779e1cc2e0856f00e  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/queue.jsonl
+9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json
+7dd144de2ecef51495e2aab8ccab3a78a914da8b7820c5042ddeb03803c70d5b  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/state.npz
+717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json
+c47f38aaf7943b94830a2e36dccd3c653c8e7919a44c6bad8ffc3115f33d9aeb  gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/tick-state-hashes.jsonl
+f8070a2527e6e7926ed58fb65c907af4bcbc028f5c7b7c19f05489e95233366e  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json
+3ca31d10837a626ec7f5ae24bff77f9ed5ac218af49857f15bf8c51424983ad0  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-drive.float32.npy
+cd6e6474c460dbbfe442989bf6a9f8e434baf9496eed60bd60230c7e9f3c762e  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-inhibition.float32.npy
+e3cde7d209cb5f5349f079f36618acc64b49a5f8be8e111c1ff2bafc528dff2c  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy
+4351a8e93c1e243e431c191fd4f0effde02262b3c049fd7c718e0b575d46f23e  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-state.float32.npy
+bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json
+2ca893cbc9ceea81c86a2baf7d46641a0f7738ff1a145e7c5436e95216d0ed34  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/queue.jsonl
+fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json
+e6887b675f40e9ff61b86def950d33afbb75a2824fcca7ee59b78263e2ff0a94  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/state.npz
+90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json
+70673a230d4d69904ca27536001d8258ee50e39bcaffe2dbd776713e98e26bc3  gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/tick-state-hashes.jsonl
+903d8b3ebd92eea471bd15b13c85a72c80174801e68c7db2091bc1bac1246bd4  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json
+e5f45d665501b65dd0ec4d0a4419db02a61ec3769d31563d4710d91b20968164  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-drive.float32.npy
+e386af05fbb1358dd2e8b43f5b602160c04c15202099c1df2934f9c1ff53d94a  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-inhibition.float32.npy
+547d4eef70871a65cd8f98c069bcc49b017f7e9e34ac8a24f957f6a6dbecd2d0  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy
+1e1c13fe0050f9bc77556d26825fb8862eba6dc2ece6bbcf0363a78601db601b  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-state.float32.npy
+ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json
+94f2982dff2adc96154b8826c3a3cf86063890bb09a960b0a2c46b9e8b121277  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/queue.jsonl
+2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json
+92131fd3cf163d8bba69c0bcddc8fea2f914026ee93cc64bb92a09944d64157f  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/state.npz
+a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json
+e1744afd3f0a40320432f4e4ae9a962a8ab0e8a0b47c346a2fe608b45f4a10f2  gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/tick-state-hashes.jsonl
+cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json
+72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-drive.float32.npy
+444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-inhibition.float32.npy
+212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy
+5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-state.float32.npy
+bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json
+7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/queue.jsonl
+75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json
+419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/state.npz
+ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json
+b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/tick-state-hashes.jsonl
+cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json
+72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-drive.float32.npy
+444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-inhibition.float32.npy
+212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy
+5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-state.float32.npy
+bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json
+7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/queue.jsonl
+75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json
+419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/state.npz
+6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json
+b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c  gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/tick-state-hashes.jsonl
+4085f1b4e81f0282a679d79c08630f6ee65c5cc736a0551819317f8aec31c543  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json
+00483f044b16477bfc08ca14eafbe53712bdc0020224a5f1cfd45c4aa79ca451  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-drive.float32.npy
+151d8eb91352def71e7742673ed8b63d3de60fe1b102d59db6f48855174cf235  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-inhibition.float32.npy
+930b21b35ace50560ff252698dcd72719f047665da9ef029061b5e380cca0a94  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy
+a1d95af3269784fdb378053c60f7d91c6fff3b3435f90f431b2246e77797353d  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-state.float32.npy
+1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json
+a57525cf2f20e3df8644f8abf34b885a310da30e4ff8763773579ba6d5beb7af  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/queue.jsonl
+99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json
+74756a0c9d0927584e09bd8177f43c52760c898b816db37085a7c7878353139a  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/state.npz
+4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json
+b3f2b60568cd5a12925a1086060977fe6eaf6e96ad314f45aa6470992c0e951c  gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/tick-state-hashes.jsonl
+fdf109a508386778317a5b9c57081e5f115e8e495ca83f761c9e81c92332f742  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json
+03357fb9a7622450e02b4afd3ba796ae70dcd30d70ba06e637fccc02c3bb06e0  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-drive.float32.npy
+146510a3ff1226cb920c91cf9dff7ae766e1e7dcea28035f31d40190ffdbe3b9  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-inhibition.float32.npy
+69920c5a06fdd2759a366494584c97c9b6762e1eddfcdf12cdb947fd149aef43  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy
+721d7755f4fa709cfa41c050a70b08a888ff7dd35a8f75695727f65104ba5b65  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-state.float32.npy
+b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json
+247c17e6045beb8a4c8b92be56fb3827f1d1ab08ae69e8c83a4594d5f327ee00  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/queue.jsonl
+2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json
+b2236ba2945aef50445bd243293ecd0a289891b888f8cedb4f9c584aef757f37  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/state.npz
+360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json
+84a98553ebde5cfc97a28b7baf561446384c09ba153990d7e36a228de1fad122  gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/tick-state-hashes.jsonl
+581ab92ff93989b3717da7ac4dca9f534fb6284d6f44465e2cebd416ecd82609  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json
+a751cb4df4c5b5225c088163473ae95f46ea73f5dde547b2adc57b026eeaac0e  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-drive.float32.npy
+43a61c0e6e13f4d8a372c7231b0270683a32778592fa04bd3ca00ddef9130664  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-inhibition.float32.npy
+686f688dd735d007e0403fabb78d8d17bf16c23a99116ab4f6545951cc497804  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy
+5e09e2ba08e3a4f60d9ecc9665d5e4611d8f4b8538860c8e920278fdd9cbeea1  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-state.float32.npy
+d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json
+3653e9d1d583cbad894d08cfecbda4064ba0264a28757655ea61e5fb65c37680  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/queue.jsonl
+486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json
+21684bbc3c40daed16d9fe77f2cbd70c0a53602d093a5021d9d7252223c67a9a  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/state.npz
+c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json
+6f47fceafc2ed9e12553f3a69cdebd804e81c3efa2b47f57a821160103418028  gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/tick-state-hashes.jsonl
+16d4647113ba900dbbce5963d0f700ee398cf7a750b81715af8290757f803587  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json
+cb3209e7359292681852ae1644467be873cb4e4be396eda6f91619b00a0e6a0c  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-drive.float32.npy
+2ec57704a4c2a2909400b704bbcc89ff437c23a4a7f9851652cc222e8ca6ffdd  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-inhibition.float32.npy
+7659de43d0ed8c152abfa4378983ccf4d59c01ef062014aa61b6ad97ec2dd06d  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy
+c641c9496d6d29e67f6740e304ef5bf51a8a97936a6ab49625d2f1f5efb517b6  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-state.float32.npy
+4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json
+cb3a5fc8841a72484215a950bef4985cbbac0704b8c57505a42cb99277d7dfa5  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/queue.jsonl
+e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json
+f1408eaa99b9c00f1a21141200549076bd03c30c27513035a6626504efa817cc  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/state.npz
+d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json
+54fb91aba3d28446bb03a9fc8e634ea88e267d987039c2d096d35a76110cd43f  gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/tick-state-hashes.jsonl
+82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json
+57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-drive.float32.npy
+cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-inhibition.float32.npy
+52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy
+cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-state.float32.npy
+301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json
+2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/queue.jsonl
+184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json
+d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/state.npz
+20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json
+9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/tick-state-hashes.jsonl
+82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json
+57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-drive.float32.npy
+cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-inhibition.float32.npy
+52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy
+cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-state.float32.npy
+301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json
+2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/queue.jsonl
+184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json
+d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/state.npz
+372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json
+9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce  gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/tick-state-hashes.jsonl
+29aee52a389061ed226c01b918d77010536c0281527aea1278844695fd421933  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json
+e95f9e89d1cf3fea96042d04b19d79b5f06ce41436e8f56fe54923b6494d0975  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-drive.float32.npy
+1b6298b6ce9d36809200f2f5406db41d31ebec3ce65baed8cd5c66cfcef0c7b6  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-inhibition.float32.npy
+846dcd2a5592c9ce396eaa067d20b879c5473be4850583126d92e5aa96ac786c  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy
+25eb491455ce49ea9d952ff6532be6087a6432aebf919c6103e775480df959bb  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-state.float32.npy
+729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json
+b30bc8ad54072cf6f0cbda49ae4b701bf95053a9d9326b14234fd443f529515a  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/queue.jsonl
+54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json
+88aa08ec39a69b5595c4ca864dae876b8a365cfd2c03a546bc5d8980eabddfcb  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/state.npz
+c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json
+c4be0506e09e2c6b5746fbd562df49d07310512bcb9ab513a3a0c3076464c29d  gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/tick-state-hashes.jsonl
+eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json
+83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-drive.float32.npy
+aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-inhibition.float32.npy
+73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy
+14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-state.float32.npy
+8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json
+ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/queue.jsonl
+5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json
+01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/state.npz
+d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json
+2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea  gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/tick-state-hashes.jsonl
+d2c9e86d2d6ce1688783d800f6a3ab35b073d1c2284970922c270867b7dfbac2  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json
+0188623f42b543d571886ff96be6d5aa483d80afb7914081880c5c2dbdadb87c  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-drive.float32.npy
+571014f8ce49b1c059225bf194c29cc75ca53921f8d8d01c87e0a4dcc4b730d3  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-inhibition.float32.npy
+1953992a01781f2d413fa99a3af45e80ff6e0f4e2ee440c34c7e4f76735d9b45  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy
+5f455f22891c2952ce845f3f6186585a9fa539b4b91d0032b55059db648b7190  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-state.float32.npy
+ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json
+11a7888344c9ce7ab6cb30abc6a1a55c876db64435a5bdf0cbc773f1818731a1  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/queue.jsonl
+ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json
+aa9f4facb000dddac8409ad44949512a380338f6cd29f48c323a547883e55798  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/state.npz
+00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json
+77056dbdc92bd907459a27ba6cbc62b8916cb81a80cedc71ef2d4845df7a90bb  gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/tick-state-hashes.jsonl
+611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json
+00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-drive.float32.npy
+dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-inhibition.float32.npy
+00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy
+f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-state.float32.npy
+725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json
+7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/queue.jsonl
+975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json
+163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/state.npz
+252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json
+52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21  gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/tick-state-hashes.jsonl
+1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json
+6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-drive.float32.npy
+c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-inhibition.float32.npy
+b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy
+a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-state.float32.npy
+640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json
+bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/queue.jsonl
+7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json
+235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/state.npz
+2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json
+3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/tick-state-hashes.jsonl
+1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json
+6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-drive.float32.npy
+c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-inhibition.float32.npy
+b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy
+a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-state.float32.npy
+640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json
+bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/queue.jsonl
+7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json
+235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/state.npz
+26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json
+3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29  gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/tick-state-hashes.jsonl
+51ca3fa3a18758fe13b9fac36bbd891db0161fbb8bfb789eae9c2ac07037be12  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json
+b0691295e1b0e366297b95ba1455794d6d6bee96f8aadd302630daa5f8731c36  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-drive.float32.npy
+32ba243f86f669cd3833a4c44bb1b5c065e82e438c975eaa46ff605b7bafe9b4  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-inhibition.float32.npy
+268a23b55e8d0bc1df8e43eaf6803178c8a6da95fc384c6ee9334c78f5c6c310  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy
+9399c1d327f71d83adac2888a9b0bb920c05c6c6450354c963432845f29a8069  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-state.float32.npy
+cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json
+70d03b330bf82d0a066799496021114c0f2fed56fbcbaf818c786d9b6b9b229b  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/queue.jsonl
+5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json
+bf342f4525ef90a7a287465334de2045bef68df088dc235508ea7f2120dfa2a9  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/state.npz
+708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json
+238822284670a6189d1d1f6e49d4e924ca3e58e0bce264ce6e690e19557fc851  gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/tick-state-hashes.jsonl
+b861150bc7cde4881734daa30c565253ef7d2776f7e6cde47aebd648451bffb3  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json
+fadca0e3329b77b26598e5633ec94b92cc1bb98a9f7bf9a6d99e2411f52034c1  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-drive.float32.npy
+f6e98556c7bc01c16e236d0cb1684a0509aec956d0f556f823c598b52b4a5080  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-inhibition.float32.npy
+f3619db9dad5845bdf4ff393babe6d1b5ce6b4341bce0a336c5ef4874a53be43  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy
+a21ea92e32d0aef47442dd92746f0421c6074b6307af70999aed9c61f360e473  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-state.float32.npy
+1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json
+31a5d1027f80dd7ecd9b1c07c08d413156701f81b044c2d9f1edd78020b8cc55  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/queue.jsonl
+e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json
+83ab60a645239b11409c58851bf75ced0b5a833ce5c26bb336fb3ebd7d060d35  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/state.npz
+941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json
+25db496c39e14b10da89a4e60f9329e12d27ee22adfa3efd528c6d682e5b8804  gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/tick-state-hashes.jsonl
+c14c9d7d52845dff9744c1d2d57200031f22f31c71e9fc7f65b3f59f65db8fc7  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json
+0ff7b8bec366aa72e3861cc4ea790a2c8b1e1120c20c9d32772e750e183236ac  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-drive.float32.npy
+8c3ac46197fd40491144afed0cf0625b5e3311be98b14fec608ab528fc162132  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-inhibition.float32.npy
+e567e92bccc273f415d57e22e6363f58aec1db9e2d293edd0c1f28f10b11a884  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy
+54f09dbacd1818a192ada665ab239eb36b3ea92c8bf3ff6a94263acc4402d6d7  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-state.float32.npy
+c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json
+01a95f92e7549db2f0111fb7f2e47c833d3dde3de2134d09797f47cc54c69a0a  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/queue.jsonl
+eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json
+01eea0d8e1ed4974780e73980da667cd06351763c4b63ebabbad2a937607c461  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/state.npz
+5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json
+11a43f493d4870171d9b316f52b3f135fc0c54e7d727134708adb25c5eebc31e  gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/tick-state-hashes.jsonl
+98f0aa6a6f6234bc4c846288b899bad1c164e6ed32e7e2dce4433fb98a4dc28c  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json
+fb385d7bd37e75eabb209093f0e8b7b6bf0cb225747c354b19dc97ed64fd904e  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-drive.float32.npy
+b9ae52a9e5b4651d7ab05e5c250749b9363c552b95b54647443288eb1bd6f640  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-inhibition.float32.npy
+111b65b1d47687a9eb21a0ab6298e072124d0833d3dc50ec1b199356fa5cf228  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy
+e4b0a3ee774f8347664fa03e5f89130e05b842089f8aa37fef3e076dc884f9c9  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-state.float32.npy
+2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json
+90932d8090fab5045c517f88080a5f4e74965768244eef545fcf02ac5a40a1c8  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/queue.jsonl
+d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json
+a967898e0d72182731bb1bba7db52154029e715c75fe26448406d328cfa684d4  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/state.npz
+d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json
+3a10b3b69d630712b2729cf89ef8fa8f8e767da5b811e3159fa13f456c54c4c0  gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/tick-state-hashes.jsonl
+233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json
+a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-drive.float32.npy
+011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-inhibition.float32.npy
+4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy
+19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-state.float32.npy
+114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json
+a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/queue.jsonl
+1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json
+5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/state.npz
+0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json
+c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/tick-state-hashes.jsonl
+233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json
+a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-drive.float32.npy
+011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-inhibition.float32.npy
+4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy
+19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-state.float32.npy
+114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json
+a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/queue.jsonl
+1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json
+5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/state.npz
+5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json
+c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e  gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/tick-state-hashes.jsonl
+99effc91b7908363ab52e0629bafda540663986632c82c372e26e6c346a39b84  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json
+74581cc09d41a1fee730cb1fb4130cc96fa92d486cfdff60f647fd0939d078f3  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-drive.float32.npy
+1989e44d2fb0c278c6cb24b9b054462786f19b451534a4f7dad230f1c1ece4fb  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-inhibition.float32.npy
+7604f9174dae95c930d444b1cfa50169dbc708e435c58c2c0d4aac3f75eb2309  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy
+61203302dda7523b2462fce5fbd7e8f2293ba7fda0ec229862ad9db98ff8e108  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-state.float32.npy
+30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json
+c4e3235c689e7e4bb1ee0536f79bf2b4138145167dfa8fc05d75873feeb50c47  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/queue.jsonl
+a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json
+607f8b5dfc12c3bdbc5ace8be85a4e78b798e691bbf45846e4f21004687a9638  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/state.npz
+4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json
+6e0587180b961fbeca8f51bb4a5a822a2549233c6f90e8189b8b4bdfe33ad6b3  gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/tick-state-hashes.jsonl
+1cf92da811c564035e4d1e637e40cf8d405a468c6c2db77de5747e6251fcf036  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json
+96fc82ed6310cc27784578e05a59669955694368f3ebceada5e02765d5437dc9  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-drive.float32.npy
+ccd1a686e4d06e56593f83699f5510e911cad5bb8e9a4332ade87b027531a64a  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-inhibition.float32.npy
+13c78c08f4b1ad713934113d224a131b1782f5fe12e6fddd92fef872afabaf7b  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy
+8ac6eaef157b3acf28c6b4ec2187c45038445bf5f61c66c636270e572b787ed1  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-state.float32.npy
+0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json
+25953fa072d8d6076a2337416a22af9a1462d7a0f06ffa535c58e6ce2c374123  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/queue.jsonl
+f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json
+97debb91a2e38380fc46f584a8b3e679a14a13f654518b696698603580eaa815  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/state.npz
+a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json
+c11876b83deba44ecd3706d35dcff7420d037497737e90027487f96df27031c2  gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/tick-state-hashes.jsonl
+1a2127d0890aee3f47a081f146901386541340fd6adc18b2d2c94d0cbd54039d  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json
+1396f5a1be048f79bf31239c2eede830f628240cea3977a8ae5704fbe40bce4c  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-drive.float32.npy
+d2f439ad9e9512b095cad88a9ffbea8e3c704430fa4a7ca4a55cd8291566c547  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-inhibition.float32.npy
+e793ddd9bc4d8f3e05426c52644bf42d4713fcdb6b6830999a03787fe11299e9  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy
+3dbd9fd9ebdd38b4a2c1b4db7dc2f44dcc4baa184d8834c18ba9342fa3105f83  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-state.float32.npy
+5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json
+9a074866c9001333a0958b69f04ef762812b38543483d7f81ee3ae184390fa93  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/queue.jsonl
+4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json
+d00c9eab6ccac2fbeba61f97bdd9193882964790d7b265466b7767d358da80ba  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/state.npz
+570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json
+69d2b0cf300aaf693d344b3410cac96425841582160bbe905fd4c66cf0a945a2  gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/tick-state-hashes.jsonl
+adb668e11a4d58f8aa16d46156a1f832a275f971eb290d76b43d5a5f43dea05c  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json
+4515821a7f7381bcd4d88435f9e0214f2508ebeb261e0bd1165224c51684bba9  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-drive.float32.npy
+dd12ce00b162565bd37cda0dc2d4ab124d8b1e55bed9e6d2b33c96f29074f0fa  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-inhibition.float32.npy
+d405605e0a1a53e867cd4afeaabb4dcf1c4bf09e815fe7c8c664113ac530ddf8  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy
+c16517629f56a343f7bf789eeff60c09b392699a8183970e78ccaeb7df32591e  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-state.float32.npy
+e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json
+6e0895b7c14ae8421f024d2906b6154a9e9460a61d9c49d9b9f2edfff8189cd8  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/queue.jsonl
+53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json
+59b02c0684d04deca442cdf923d3cef558257bb6b2a9396273b6c5999978055d  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/state.npz
+4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json
+c8e1b6e0d501123efc9a7f1eca5df75d404bee4328d26e3a321211f32e8eed87  gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/tick-state-hashes.jsonl
+0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json
+165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-drive.float32.npy
+15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-inhibition.float32.npy
+affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy
+ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-state.float32.npy
+6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json
+6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/queue.jsonl
+aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json
+829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/state.npz
+ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json
+289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/tick-state-hashes.jsonl
+0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json
+165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-drive.float32.npy
+15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-inhibition.float32.npy
+affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy
+ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-state.float32.npy
+6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json
+6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/queue.jsonl
+aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json
+829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/state.npz
+9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json
+289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14  gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/tick-state-hashes.jsonl
+c0dd0894703aa2509503a6ca67bebeed7e140c5ed244d1789b4b6bc8b1d119a6  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json
+104e43ae5c361660d09ae7788fae81cb21714614998c1f7edccda866b32b1373  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-drive.float32.npy
+46339f69a8fc64b25c5b9ab9647e44b6ee0da09f7e690b94d7a4e3736e0e8eaf  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-inhibition.float32.npy
+3345ff1d47566c006511fbfa57115158227df470062dbbf7101f83f2857da679  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy
+d69df4a607d99075e66368908142399e9e0f85d55e1a1e656cf92343e49f2987  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-state.float32.npy
+f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json
+fc68e6892946a34cfa528d0b404c91eab558b70442c79e1c928bb4264fc888c1  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/queue.jsonl
+c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json
+7b6dfa094e47262efb067ba9ee07989e0dd8004b6823816c5f5589646e4cfd74  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/state.npz
+247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json
+61594c4cdb2c6343ae3732d9c2c276050ebbe097f4f2a8ff8bab313d96661331  gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/tick-state-hashes.jsonl
+d1b5033f3d7fc13328d84c83cc057cbd0ddcf12e1f475c452f0e0495002b9676  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json
+a81205c1b11f03c0cf0e073bd827d504efa84f55430d744244dffe1afb1cc2fd  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-drive.float32.npy
+ec35a33136c98b40b37c095915ce67c40ad32ddbd0efb7330cba763155ab52d9  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-inhibition.float32.npy
+167b7347bf3b8d7061d9115404e765cd6d61bd54c7cd805c9a8b10fa7a6fae57  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy
+f5f998cc7300b38c34f20e54b6ea98d0d741ed88fa0f22b8e8e7975c14b126a4  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-state.float32.npy
+08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json
+9569e7a052deb9f0454eea9286d80d024c1ccc207ee372d0e96653b9daccec37  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/queue.jsonl
+78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json
+3c51b59a3bdd09f394977a79bd22e59b668c823ddf872f5325a7ffc4ec9e630c  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/state.npz
+5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json
+93a12b8f0fb636005e050678fa725dc4bd61ba4f4434dab843feb74871c704aa  gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/tick-state-hashes.jsonl
+e0c690a30b1a3f8f2efe2fd1659553997098c7ee01d13e8772bddebdb58432a6  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json
+eb32fa1b10885bbeed3a4816d75653e8649f52c5a1e47d191e08eb3d1f1a084a  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-drive.float32.npy
+6d6a6301d714b7d7a5f5ff17d14309334058c3d0f2753d37eb6ae4bf081f0307  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-inhibition.float32.npy
+98d7864e8d56cc31e20999cc51ee9f0e5b724bdccdf3b544a083eb974b348add  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy
+879b83481ae03af8cea67d40e654a524dd61b0f6c01561c13d80dab982ca0e0c  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-state.float32.npy
+6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json
+be2b0e202a44fbbbdb23f9f6191361a30bcd06009816fb1d267a66555f547b44  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/queue.jsonl
+21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json
+6e5b76b60b5a88b4405c2fa72d9572711fb325de35d7d5de22bada4ab64ce275  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/state.npz
+b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json
+e729cc4bfafa75c4d4e874dd188c9b4d53d0107f06ea6677717c5fd1d3775c5a  gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/tick-state-hashes.jsonl
+f451f606c3c2b30cca977823e4dd5c9073c5e0b2f729f50f79ecf2ebee22fbb9  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-applied.float32.npy
+f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json
+b6813c80f16c82360fea7f33223db89d6c88a75badc81cda5b999d43c038bdac  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-drive.float32.npy
+1e79f79123d80fed98d090a1be925b385032b532687d82c0165046784e9bcf3e  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-inhibition.float32.npy
+40bdfc8b46bb78cdd156999ad08bb5f413ce0f749ad029ca127e002cd1994435  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy
+c7529f8f4697ff53b13133b30876f5edec4ca77f47720a7e60d2bf271d304ab4  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-state.float32.npy
+485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json
+811c6375fff5acb60ed78bc75baa072b22aac64a1b7c1026520f18369359c366  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/queue.jsonl
+2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv
+4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json
+0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/sealed-gpu-source.diff
+d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json
+6d050b7307b9ad3ded99b4c9ee6eead328315b78807a6ded3e608e428502a76b  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/state.npz
+1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json
+9576eae83c459bb1ab25daba9450165ee8b15c946222a79e330afe93ae2a5f96  gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/tick-state-hashes.jsonl
+8c62598994e3761b6064855724ae0d1dc0f524818edd23896846d782513373a3  gpu-reference/extension-build/.ninja_deps
+6ac0d7fea211c0e65d1010dbb26be4fbb53b477a790ed39e83d1a4baa3923a34  gpu-reference/extension-build/.ninja_log
+c570f72b9a2f486e104ed3bf5b1b9f2ccc729ecab02046cd62389d629fb4f48f  gpu-reference/extension-build/build.ninja
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  gpu-reference/extension-build/lock
+0b4aa6348e7626de960e8f10ce8feee734f8b8ce76b6f9e0d65ec1ad56d66433  gpu-reference/extension-build/male_cns_lif_deterministic_v2_ext.so
+0eba6dc0d48ef412e3af8fc5df41181791fd38f4ceb9e3001555b339f1aefe6f  gpu-reference/extension-build/phase4p_ext.cuda.o
+27d284f6a369221a931251b5a03ce133cc8231a97942567d4efafbfb45483811  gpu-reference/extension-build/phase4p_ext.o
+20eb140a998310501ab69e4fe69b856a5e7664a5500188924ccba73badc65811  gpu-reference/extension.json
+ad53b9c29d272158e7b837acc73c5703256a184dd8832b2aa09295e070a7b38c  logs/component-controls-cal-matched_energy-00-s51101-r0.log
+0abe5b6106f0ae0f557689b38ec7b7e7589df324b187343b352b5c5be1aabec6  logs/component-controls-cal-physiological-00-s51101-r0.log
+0699cb3154f56093039a013bbf2438bf2fe47a6a38f3f4a8977d6a4e0737d728  logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
+90b028015a08ab1b793689bd6e25a59601befef4f1e1adee574412723fb8eb70  logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
+0517057b506ca50ac01155e2f2239c848aab0b31df08248e8578dcd021d637b8  logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
+32771e56c47b4d81cf61b250fc9d5c252e88539fe2e0057eb1af677caf57ff1f  logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
+b942fb3ea73460aaa792aa773d4b8af061650c57854000b3bd18cf670be579a7  logs/gpu-controls-cal-matched_energy-00-s51101-r0.log
+dbe46cb3756d03af2afeafaf466a6104620d9ec289495d4acc0714dda7252cdf  logs/gpu-controls-cal-physiological-00-s51101-r0.log
+b134113da709f243f8c57609abb41225b6c5a750669e17796e66457a1850c557  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
+fcf403ef466f72edc7593c94b92e4864c78dd0e3a8fa06186c9fe8895610b21e  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log
+acfd7e5367a7cb36d5fa85427af96291a64b9b0c51df985e1cd3b7b12fb1b38e  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log
+062319fe286c0001ef00cdbf8c01148b1db8974b40dbf1e415c4b13d8e2b776d  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log
+7050ba395867af0650b159040ce13a82abf47b261529faf0c0ced54fe3a435f6  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log
+abc5185fd465288f8b80fd413ab883a430e00ef2f73a0a59ffb72670b700b269  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log
+a2fcbf8948ddcf57ae60c5715a8d0abfff8ab50ca77a16cd72317c82cef92661  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log
+5b8c31e7d23eaf949ce6ac5c722ada11fc246a249700787ec064e85b019da44f  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log
+9a8709bd0a0adb98a551ed471a7d5d708d50274874ce12a37891ba3ed17a4a0e  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log
+ac20e153cb4865be90850bc5f30163f558d438e224d4ff02b04613ef3f5ecfbc  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log
+6d50d190aa00dbf6c12070504644254591b0447e6b7ccc494e1cc1c854790f9b  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log
+6cd40af3c47eac6a74e2a977be9298f7b9d1a28c31eaaa6aa0b61292185f56d8  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log
+f8f63acaac230f2543ffdb6bdb9b2c85317ac1c77ab11deadc3415f9cfb1be77  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log
+e03549aa2175c5a28dd7f7504c5f5c34f534a47023fb0c052f0470b4d565307d  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log
+b47eb4edee6001289d2b2969f4131c52e23527f8a00d4241e63e5ec51453641d  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log
+d3fc66bccf61506062c036bb2722f951f705f9202c7fec0d1b682bad82033b8d  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log
+4649d59832c5257767c0aea511430b48c86cc77eede90254c4b4300ab8b02322  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log
+3601c2853081cb872b9d065a7fee910a87340fda0e18e9b234bf16b0c90302e8  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log
+34322bb2d95094f03ff3a099dfe9e4dc2d8aedcc07ab970a57bfb5efb5110390  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log
+144aa1098696879fdbebc5a25d6d5ef9a17e0fced6296ff03750064b16c9b6e3  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log
+8947a6b8462e791c2399f70987f6582d92e052657d0835309d05a947c27b6589  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log
+2621cf168c01f39a0a47384f072f0575222240acacffb86268eec81f013899ee  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log
+603e8afe99bf60b238d7d186bd484f9e116f2b7dc066970023611f5c448af8fc  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log
+e3b62183fe05d542353aa6cb3d01ac2231797b7e620f795ef2676fcec5059d11  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log
+4e71d272a639ade2e5b1adb59a718b63c665cff8c866c2a31009e776346b72d2  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log
+71ada6740b353505ed73c4141db8ce12cce497dbf6ea54a816d306d3d5806a6b  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log
+f0ed80acaad9c400c55a3d428c09cdd4f6e1303194c1bd846efed889f61bbd53  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log
+60e3ad560f82e0b7c19ad1f69cbfe32c0268da92719becc70ed3b421b56a2fd4  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log
+1432fef4821b882818fe7bd358fafb9f5e2d94ee1fc4e78979b38a8b3cf413a8  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log
+079ae755599530d7b44152f4f5f0de5da67149a4ee26f6ca5dd7a349b97cf687  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log
+121a1c1c37f9c55fc511aeb2fb1aeb8824081ed52f6a1bdb61c88f9f5d5e5f87  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log
+e7e25b32a326ad42aa2d3b4d99d5798d018e3acbb2e1463ab96ee055fd3157f9  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log
+61a77f3f5afca95596c46fd6799a6aa875dd1ee460add0156ad930f870d92488  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log
+f3a6a127518b00cd5adc904059c02c62c7392aec58baa20a7f5619284d16ed42  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log
+f06783763383b4adb0df7e774d7c637fc14cb33ccfd0598c1cab89a1dbee74e1  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log
+ae0e6458960c451d86e6a1c1e458412be4f5aa676cb0de77b258013bc33dc720  logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log
+5a7b6e68d68dc78cdbd2e5ca4b9052e66c065582e2cb89b4346b75768b1af026  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
+963a0fc4bce7e6cbedb73b29c4acf06b952c685f97397051be8c708701a22f2d  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log
+9123bdfaa807506791623390c7f716e15d3f9344fc227b6634a10ece7ade3d67  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log
+ae5e88e361f6fff3155f2c86160b8b548cf6da954ccfc8d91361986611b169fd  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log
+a2f5ce2e80dff8ebbd068beafcd1c07e6ed5b75eb5e6d3b0a0f210587675122c  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log
+41cf764ffbe91b10f311ce44916a793ca87808deaf0fed11bc0cf5b0021594ff  logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log
+d120e34e3155759349b4b6d4d21b4db746eea6a3525cee7e603ddf8c1f7c07d0  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log
+d7aff71f4828f62b34b7a1848ee7263dcd726073df3d8e5e5f699f7f2e9b3e87  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log
+4ede21588ad43f133df09e576ab8133dcb5c921c2929001e37f34f6026e8e20a  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log
+272f24eacc8deda45d023304bf40e3d74043b0f81ebc751ec70f0c77ee74948f  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log
+cf9517247631ddbf438e6beff3401cd71b6bf371722e472b790cefbdc8f996a5  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log
+ac3b26a2fefb692e7207d10f910d637dfa839d02029b54a3e8f90cc81e2f8e2c  logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log
+3a33785dbd1511dd4dea25a890fa49687148cd8250c8ca459695db21efd37696  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log
+5f75220a5a0155480d42b874cce8fa5bfaf4593bad9a73ffc5ff724149091b35  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log
+bfcc873a383f9e65710f3d10a963bf6a3d354d889435ab2c9a30405d33544968  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log
+d1a8c0dae92fbde6dc7263d8bd39149dbb7f22ca4f3a407595bdf1676fa297cc  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log
+744dc23802efa75e1c6072b87a92c2ffb217336f982e960d264b24162f7b638a  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log
+2791ef98d36c46f3f8800d8d1a45df62f68696a88ceef5d1f6bc1ba33bd77278  logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log
+082addb6e6d8c6e49d5371ca87f89c18fc1de17fea75cf4b92470bba76ff5197  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log
+e17f39ded9b22feaf2451c64be1099640f6f306fbf48dee5e53bd1439e374e13  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log
+2f66b712ae60d2a7acdada1939256a2cb87f3a65617167e351bcca2155c943bd  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log
+5c198670c208e5cf9d58ed4c067e582634a7751c490861419f95f99a3b1373de  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log
+fe4d67ea6e72d1af3d96452fe6a44ebac9a1114eeec045d3bf864a1814e86358  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log
+932792ba6504fad9760a2e0b5fc7084f77e14f38a4fa83bfcf2bd704195a4cff  logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log
+4f53db2a70bd576cd65bcc63237b4b03ed00133c920a52a19e07593657241d5d  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log
+c280fb588a3239c9cd7bc9568b9b6d1ca4408e226f0956eec6010d4e6d3e8be8  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log
+c79950b1cbaf2ed6314c0cf8b91b8535cdc95327c6c5bdf743f7e03c7c73e634  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log
+f43c661062dda7b4475c5fe720378f85160bafca0cf9601c4b38dbf3110cd905  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log
+d367cbdeaf70a2d8d8ea94244481fb5613b0a5b43cd277d56994e15e692a397f  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log
+2a5db0538ca303f6f65662a89423ea12494ac7bc224f4c8eb000ccbd49beed77  logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log
+c1273e30315ffa537229f6994facc2ef9837f20ae480795d5ea2767114cb3ecc  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log
+cb7f0f250eb1a1eeeefee17fa9ee341aec0d5b935243284c00d4e72bb2e762ee  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log
+ecc6ca8f10cb4e41bb790c5e1e0ad2fcecd31db4f7ce4476a3e1c9a41a954e55  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log
+5c6b4a41bfeab269803bcb066b9bfa4a70a7aadbb767b11c1330007b6e2a2520  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log
+e6c1d297b1a53b2beb9850ac696eef26e4bbffd4c9dd7ef576f64bb6e3109a43  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log
+d41d768b67d33f148d9237bd0ed992d5b40460b1964e6d739184929a275004dc  logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log
+1861ed032063e41fa262a5bb8be7e96ebc556a93e7baf206befe71473afc65e7  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
+404806ac2ef9654956fc044d5d9bbb1173171b8a73a7e024f0844d4075811f68  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log
+7eb396556c1606a32d1b23ccb69d5e05ed922ae222517c15054a78f778175f51  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log
+700af3826b842768931e45b718bfc19e46e15a164d86a375a624488ea32b2e66  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log
+195d6ce91a40d6bdab5ccf7c9a5f1451f5a6e729878044008f3574efc522409a  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log
+62e80523a1625bb2dccf61ba71fc1bf450066d3c9fb242cf66d64a432a2bd6f4  logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log
+b3de1664fd9e3805e26cf84458de061e0f67d36c2358e8203d31e83274f39a61  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log
+4ce5296ecf6cfb8e440b26faf5e18d6555b86c0dca464d0efecf910a91debe56  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log
+e968a782cd4d9c637451558a0a89c515c838c47c1fc37b6196733d870706e261  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log
+4400577153dc98906b0397021830d48840b7899fdee4943fc4d24dca336ea960  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log
+55d0c0d88dd7efd554d67e2e342bd1837b272634d5e92722ceadca6582550097  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log
+c942b8e2b388a16a88a3664ca87cd5c20c28433d293156a9706d62fd8262b67a  logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log
+5df9244d99763e9bb2091e02bf884706845aec302d3417c6c5f3fbeaf17e1cf8  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log
+f59e06a1e33b1beff324579dddc1174e412318be93d71b1ef586e782f72ecfc3  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log
+e7404ff1592e41e88db000ae03056cde5f69d968eebf529735071bd57cf1452d  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log
+873b17ab5ede8630b29ece30d296fa6372564747d09eed12aec60e96073c4136  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log
+ba3dea8d6f87d134eb75685cd5a26b3918f70109578320efcdd05ad75b49d188  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log
+34aae7e2e228e51290d05d1a555abf0fcf0085fc0485ca412c7d65f5d84d73b1  logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log
+6f67e8df221a0a96334e32a64eafa07e904c5eec3437d83984c5a5a12389b770  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log
+28b8e7fc8debc898fcc5bae6bee5e10aefa1a3d3166c0526572c87ec0359b015  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log
+7ce7d83f4a60005fb64a16b2c8d5b1e39df93dd34756e0e37b198cc9f72cd937  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log
+9f6f7144756c47f36cddee3a9f1078bc51d8a7b281b90f4d8e5f1c7910a28475  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log
+75b198b61ac076c38da16a97e81af4640e357c40e5e65afe9762a60c2a574c43  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log
+b81c6ff54668d2b4cee0b8dbc7b150348d55f7af91e5e386f56822eaabd2cdce  logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log
+be2465dfab3868b95a81c10ac227d526b47e7b0d7fe6e0dc0a1efc816c479844  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log
+baa7e0668d5fda1ad3ba3fe8f9e1a2ade4be5f62f817c6bc080d20b3d0c9d0ae  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log
+20df165b3e66fc4d2f88aa5805ced3ba9fd4b00f5288d0be9671ca1ef586eae3  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log
+64369c629a3623969944556568a3b8f69110affb6afe2a6dd5788b3a842858c7  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log
+68ffc622e4c41f3a855f5bec5d0ab5e1c8353a79c527fd4670d705265bef6d2a  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log
+bfca411bedd8e83a769aafe257400e7bd387ba5861dd5d34678f333d66daac24  logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log
+01242e37e6a13ddd767371443b4c37bbd95fdb476d0d09ec6329ce79f2a7351c  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log
+2f5eb231ebd3088815d73fee11cd30693bbd07f0fa11b2464e3d0e7cb2cd8c4c  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log
+563e6419c18e3b7eafa76d1b23640bf6f1cfcbd5de88376bd2fa7ea164e81a73  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log
+d82d4b716b8779b26f1c72b126aad243f53ad949d7774ce775610e4ca491c5e0  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log
+cad9033fe84b96e43ad520ed4fe6516727ad28d30967afb398ca3f21723f3016  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log
+a70370125c4e5a6e7dc3e485d33c70bfc9060a1cd45359aae7a8a91c419d86d5  logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log
+28812e9e2b2ddf176af7c06be89e9776107285674fd72a19394591003e8bc7ef  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
+7824e32b1a3403c2faa964845ded4330ae5fa3e3ec6c145de7e64dfc62827ea3  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log
+955e38aec7331e2644e75cfd88a17ddab75f6e1ef211ff330570d39c995d276f  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log
+631d63e12dfd3bae2987e62408be4fa97fba314ab9c6a7546292dd9e569566d3  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log
+ea8dbaa254f4d696f4464cb4aecc6205caa6ab2c7d3d78107cbc56df114ee4a7  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log
+3bd114b68fc7dc84753548de592f29aacafd5cbf544d6900791ca78c0b4c8be3  logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log
+16927a8c25669bd11ce6ee47d7af5e8b41414d2a6ac95199c7b7a55f1125666a  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log
+f0698ac7eaf7ad4e1868e4e94c4baa64aa27b55816686c222a23c97eaedcf615  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log
+fcc8fd2c09ed72eb934981ce8eaee4cf0e28b76d68674ee83acff03d961c3c6d  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log
+a07c386f30fcd36fd51589e71a38368f00abd48322059449cc4d48f86449520e  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log
+cc24b04e0a8a2ff80f13ea9b811e4d32bf1e97c28e0bb8755ee19ef941f07323  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log
+61a96ad8bdf44d1f2a3bd6029bb7defdfb34e9ff1bd4d15968f6527b3e13f596  logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log
+dfdc1d0eeb4b2d0848197c639a3993157fa3a65c2ee9916abff2088e8f284364  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log
+9978edb48800921bcf7ed6fdbf4bf21dfc8a399cb0ca98d2d9236a01e7396c46  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log
+c1b4cb66ddaa58676ab890777f078cd7e265677ca011324e216d5e539c3a6614  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log
+f34c898f76a2f49080da8c51f84742fdc1f00127d20edc38835d53a5c0e01577  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log
+a731c3a606bebe2230daf4b7cd09a61db3f97b2058d8378ee6e1e2d280275a7c  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log
+9b255188594b9135071b5aa24efa8b147a6ba99d7d8453c9ada099a72e93ec5d  logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log
+3d12d53201dd779f5c90967a04f8c0f8db7a26a08be94d88e679154ea79c8721  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log
+6701b0ae8d7d5a265ca764bf7d8649e4b21c9e5c0273b8fba34dfd284590236d  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log
+d7063baf4a0fd2ff6a9124350bd85cb8b84d0bdbea7f0983d69de7b925684d79  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log
+9b502c492c90ef218888c1e10ca59421d2d03fae1f3a4213f2b5a91c8a980805  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log
+6010950d55f795524fe77e3e9901903326c6261b2ca610e1917b4c91c2082b4c  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log
+8bb5af25b07812cc25f057c9701d0feadacd84bc0b3d53ff057452a594422fbb  logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log
+8521293a70118fd8897a11ecf3018ae55f312c9096990a1f22498e60085b152e  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log
+9f76cda32809f21cca13845a45b12ace76f2e2819aa2918f57d3a8e65310041e  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log
+81ab41b57b4a0ce1bd68bd6a9ff224400462938540cef6f43fb734237f56c398  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log
+eeb718dbd45c8616c4d5153356df37f715b1c03d4f9301fbedaa490d8721838d  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log
+3a8b255b60643ede5f50fe37c2c5ea57ac15cc02c4d482d05961b19611e4696d  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log
+2f0e5d4d09fd3f3cde7477eebed65873676bbd3649060698593374f9adc30bcb  logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log
+df8a954d41f18451a54a9e2621a3236b66c63b18bd16b471050c0c9fc0b35c74  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log
+22b857f01d8aa1bde039ccf6f00ce5487abfc4b644a25f66a498a755cd2ba86c  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log
+a136bbc7f6a05c7fda847028af6fe3cda2c438ae06a59d33508510840165327e  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log
+a324ad478043986bebd4a4e3e25674b77ffd89edd642c17c771e532464bc1603  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log
+dec9b38a9f7ba898c2f0e4744e8a1ac7f7cf96824d5e97a25b1063b33c7a2800  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log
+a86beb9b26c56f9f5943eb014b84bce2d06f370aa5e9e39ce405e08cfb0139d1  logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log
+d773a699fe9db591b128ec4d026d5c50c983698a251f2e1c99eea1d6a655054a  logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
+a7d9a879f730ffdc1b7e0b5d3dc09eaccf0f6375e2d284ce18dde893031506ff  logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
+68eb5ff39918c795c4cfbd2e0bca760b4186d871d057b7fd69c35ab3c465ad74  logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
+5aee1700123bed846f5dc181720ddfd5c54aa67155270982763216029513880d  logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
+a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-applied.float32.npy
+705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-drive.float32.npy
+e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-inhibition.float32.npy
+d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json
+6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-pending-tail.float32.npy
+f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-state.float32.npy
+d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json
+9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log
+bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json
+b34114d7a04f81e8a4013d8150ddba7dae2b29e6ead64d78af8a598bf458dab4  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json
+16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json
+a1127296a157423910edcff21be25df8f54d33ea071c43dc23d8ff2e96ff8f19  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/events.bin
+8d0da00b85fbac49df9888b03a1e0bf23da99c8e6d916a1548aefc3a57a7eda9  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json
+9491589532b60bbb131459174f5d0addd20f63cf079b39895ad67012b386239e  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json
+60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json
+bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json
+338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json
+102e549d18bc7a421dc1500c7436bf7abee361e1e2bedaad50b9546d2aa56167  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue.jsonl
+605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv
+22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json
+5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json
+de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/state.npz
+89186c151d565cfbe568f0083658b7a5bfed65ca7468ecac7d8cc2e0fc4b8e9d  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json
+a92a4ca83752275c8118911d8d2c8543df4bc4e45d8e08151f3bf5964dc3b8cf  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-state-hashes.jsonl
+ee1e9bfd60362d4fd9c4f8f89d025a10c944f193bfe3b45ee0f0bb3bf2106067  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-summary.npz
+3d36ce160b50315870b0284a666b0d84998680c8e7674ad33b663c2c7bd9634c  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/ticks.jsonl
+ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b  oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/weights.npy
+757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-applied.float32.npy
+dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-drive.float32.npy
+ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-inhibition.float32.npy
+d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json
+0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-pending-tail.float32.npy
+6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-state.float32.npy
+251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json
+9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log
+bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json
+96df12a028d99daf697de3b04a40af8a9e2e37153da34460ba8de66644822eb6  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json
+16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json
+2815973438d5de7c169ed651101dec8136fe5bde549324010204ca7b7d694bac  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/events.bin
+d4f2419be9442bd79963254ff7e5bb77f16be9f83cc5df918dac9287b5fe259e  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json
+62ff6072a0db38c03f733afa57dc46a71358bb27bf02b877a87d754cca5b92bb  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json
+60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json
+bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json
+338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json
+894ab50fa8a60ebe4ccf54c46b7778488b83605bb08c9dcb438981f9901c0a0c  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue.jsonl
+dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv
+22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json
+5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json
+651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/state.npz
+dc80c2a5ad1f5cdae92e93f7124ebfb8a38af45324d3c00203dabeb44d3cf6b5  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json
+166a663b84ff3281babc50b7ebd7d356f6de1eed734b72abfd545b785b9a063c  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-state-hashes.jsonl
+4c375352f12484b81eb07b6e674774d732370f483394b04542caaccb2a5bd3ee  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-summary.npz
+711b8d8ffe1cea676f2947efac22b65c15a52365766a6976bb34eb2cf54f1995  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/ticks.jsonl
+ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b  oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/weights.npy
+d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-applied.float32.npy
+18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-drive.float32.npy
+8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-inhibition.float32.npy
+d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json
+fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-pending-tail.float32.npy
+ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-state.float32.npy
+ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json
+9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log
+bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json
+b8eaac9da077c9bee1edaa20911e16df26b7acf480d090ebcab5a4de841a5e88  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json
+16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json
+57d328e7f223d47f189bc7ffe1b13a6da0022e160f5ad631c711f4099d56dd82  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/events.bin
+5d8f88ee826ef06c625007e6d563e7f2be0ef95fa1fa61782f7ecf827a987b75  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json
+a9b6bb54fd3cc904d7e56c6ab2e49f607432966623c6ba47a3939e8d7e401920  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json
+60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json
+bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json
+338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json
+90826f935c270e4d56d4310aad43d17124322129add4f096eabfa3c352bb2336  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue.jsonl
+b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv
+22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json
+5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json
+8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/state.npz
+ea1db106544f41d49e9a07449670f4227b4f93d3eeb8b2de2befa4b68d287ae1  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json
+b0386ffb7f5aaac324e058daed6dddb87979001dbb172a9673cf5392d35ae212  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-state-hashes.jsonl
+50b0b9d9f26fc235dfb1a93cf87d6b5a770096f20e4cf6860c016d6b71dd40b4  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-summary.npz
+8f899a22ace885bf5e4469705eade7db3d6baa0a78f2992346ff3495817cc4b0  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/ticks.jsonl
+ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b  oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/weights.npy
+b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-applied.float32.npy
+8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-drive.float32.npy
+8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-inhibition.float32.npy
+d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json
+fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-pending-tail.float32.npy
+36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-state.float32.npy
+c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json
+9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json
+e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855  oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log
+bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64  oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json
+87a4603d9b167cf867799d5984293ffb07cf37328f602ac1c2a0b65b0f252595  oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json
+16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c  oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json
+4eebd71c427d662a98759276cce7ec4a16ad0d66c9cbef7130fee3acdca8748b  oracle/seed_validation/seed_validation-physiological-00-s1073741825/events.bin
+6aea7fc4577e52397f592681799eaf352cb85f855fca66d6e31b7ff98b00b155  oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json
+b6b911de48231528ec16cb87396b297d9b2beeec2fd54c2a4d6717704f706659  oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json
+60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e  oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json
+bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72  oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json
+338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1  oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json
+ea81d2d07626aed2ae1096da17a1b4163d3568dc54438409c3ac35f81a7d395f  oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue.jsonl
+4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53  oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv
+22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef  oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json
+5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef  oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json
+933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3  oracle/seed_validation/seed_validation-physiological-00-s1073741825/state.npz
+3050f437019a9e0c44bb5cee4984b8d7872e45b82f4fec8e9f7ee4a0b31fdffd  oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json
+b06d86d7560da6c0222e9ea82dc172faf94aec38950456d47a8bdc40acfbf3ad  oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-state-hashes.jsonl
+16202d8f7fb4dc7569c32343e1aeb0ea19a58e239f51ce0e61861a1bae32854b  oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-summary.npz
+004c926433c5f42b506abed7b35d2d81660517ef00fda06e19cfaa0616558548  oracle/seed_validation/seed_validation-physiological-00-s1073741825/ticks.jsonl
+ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b  oracle/seed_validation/seed_validation-physiological-00-s1073741825/weights.npy
+131e55983407aa396f5064cf45c0e8baed3d6d366862ed9051e6ba7186cd6247  protocol/control-cases.json
+4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0  protocol/encoder-audit.json
+f29ad88ed30252b0bea28ad181b1ecc5d08eb4ace4ab9eafc7735b25b00ab3e7  protocol/encoder-control.json
+490100d204c2e202ec07739c41ab2fb2f8518576c30caafa39dd9d6832923d32  protocol/prepared-hashes.json
+c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300  protocol/preregistered.json
+50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9  protocol/validation-cases.json
+020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433  regression/frozen-five.json
+273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0  regression/old-integrity-after.json
+273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0  regression/old-integrity-before.json
+7885403c63f83337e9034e40145f0633908f7d4c979c82439d3b22a98b122a70  regression/unit-tests.json
+5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f  regression/unit-tests.log
+6dae5ea395cb39baa6a9a07341dbedeff39229df0ace28b6bbeb1bc54737e6ea  validation/novel_to_aj/matched_energy.json
+8c59252c983cfc76dfe40d7c4c5f2ba3322058cc40bf1e7fc46b97fd0a3ee2bd  validation/novel_to_aj/physiological.json
+e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec  validation/novel_to_aj/summary.json
+1c3c7bd834484f30848edf181268f511b45fd5c92de007806e9e3ccb6245854f  validation/seed_validation/matched_energy.json
+9fb3919c060583913c8d565747cd9caaef76a490408bd115129c2ab098ba7526  validation/seed_validation/physiological.json
+5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63  validation/seed_validation/summary.json
+25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d  manifest.json
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-matched_energy-00-s51101.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-matched_energy-00-s51101.json
new file mode 100644
index 0000000..f82893e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-matched_energy-00-s51101.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 29368,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 4.4330954551696777e-07,
+      "max_bound_utilization": 1.1255846215596215e-05,
+      "max_error_bound": 0.07659348333922923,
+      "max_relative_error_nonzero_reference": 1.1296086159079982e-07,
+      "mean_abs_error": 1.862645149230957e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 4.445260958441111e-06,
+      "max_bound_utilization": 6.665149070935509e-05,
+      "max_error_bound": 0.07816517227600407,
+      "max_relative_error_nonzero_reference": 6.695233609882282e-07,
+      "mean_abs_error": 2.497939558179807e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 8.397293098028058e-05,
+      "max_bound_utilization": 5.497153936634678e-05,
+      "max_error_bound": 1.7306627481890076,
+      "max_relative_error_nonzero_reference": 5.522214025342151e-07,
+      "mean_abs_error": 2.1755705714919985e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-matched_energy-00-s51101-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2",
+    "apl-inhibition.float32.npy": "b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3",
+    "apl-state.float32.npy": "d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b",
+    "state.npz": "17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b",
+    "summary.json": "2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 8,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-physiological-00-s51101.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-physiological-00-s51101.json
new file mode 100644
index 0000000..b9be3ef
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/controls/cal-physiological-00-s51101.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 29672,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 3.5762786865234375e-07,
+      "max_bound_utilization": 1.1129652859651151e-05,
+      "max_error_bound": 0.06850973674407951,
+      "max_relative_error_nonzero_reference": 1.1169441658599537e-07,
+      "mean_abs_error": 1.7873942852020264e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 5.347266883504176e-06,
+      "max_bound_utilization": 7.933359526698304e-05,
+      "max_error_bound": 0.07767639555002429,
+      "max_relative_error_nonzero_reference": 7.980238963080976e-07,
+      "mean_abs_error": 3.382391482195504e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 0.0001079866522957218,
+      "max_bound_utilization": 6.987172912306554e-05,
+      "max_error_bound": 1.753313621761298,
+      "max_relative_error_nonzero_reference": 7.028256069891883e-07,
+      "mean_abs_error": 2.949250549552969e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/controls/cal-physiological-00-s51101-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc",
+    "apl-inhibition.float32.npy": "3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233",
+    "apl-state.float32.npy": "39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698",
+    "state.npz": "86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418",
+    "summary.json": "c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 8,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..c28876a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 29962,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 3.203749656677246e-07,
+      "max_bound_utilization": 1.3825115623797472e-05,
+      "max_error_bound": 0.07133904829165284,
+      "max_relative_error_nonzero_reference": 1.3874540772356036e-07,
+      "mean_abs_error": 1.7659738659858703e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 6.4121923228910305e-06,
+      "max_bound_utilization": 9.27224404952438e-05,
+      "max_error_bound": 0.08043766806597782,
+      "max_relative_error_nonzero_reference": 9.324284737130469e-07,
+      "mean_abs_error": 4.313282548413184e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 0.0001329280476625172,
+      "max_bound_utilization": 8.404940344370784e-05,
+      "max_error_bound": 1.7416648758003332,
+      "max_relative_error_nonzero_reference": 8.447392582941784e-07,
+      "mean_abs_error": 3.782970280137016e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+    "apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+    "apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+    "state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+    "summary.json": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 8,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json
new file mode 100644
index 0000000..7b95b82
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 29986,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 3.2782554626464844e-07,
+      "max_bound_utilization": 1.2735864407512016e-05,
+      "max_error_bound": 0.07133904829165284,
+      "max_relative_error_nonzero_reference": 1.2781395454592698e-07,
+      "mean_abs_error": 1.8380582332611085e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 6.2065581358794475e-06,
+      "max_bound_utilization": 9.474149976429201e-05,
+      "max_error_bound": 0.08043766806597782,
+      "max_relative_error_nonzero_reference": 9.530814236635841e-07,
+      "mean_abs_error": 5.587837737872867e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 0.00013957842179479485,
+      "max_bound_utilization": 8.537353858092776e-05,
+      "max_error_bound": 1.7360135833989094,
+      "max_relative_error_nonzero_reference": 8.588383769758908e-07,
+      "mean_abs_error": 4.88171940874576e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+    "apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+    "apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+    "state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+    "summary.json": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 9,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json
new file mode 100644
index 0000000..2c93e97
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 30982,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 4.172325134277344e-07,
+      "max_bound_utilization": 1.5952056345228826e-05,
+      "max_error_bound": 0.08669816247069724,
+      "max_relative_error_nonzero_reference": 1.6009085362282417e-07,
+      "mean_abs_error": 1.8207356333732606e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 5.774900461830157e-06,
+      "max_bound_utilization": 8.365905906775735e-05,
+      "max_error_bound": 0.08278209460663016,
+      "max_relative_error_nonzero_reference": 8.415611663478381e-07,
+      "mean_abs_error": 3.897195014559034e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 0.00011661864286338641,
+      "max_bound_utilization": 7.528199961201348e-05,
+      "max_error_bound": 1.7294997835148593,
+      "max_relative_error_nonzero_reference": 7.57270415730961e-07,
+      "mean_abs_error": 3.4153801116489474e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+    "apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+    "apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+    "state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+    "summary.json": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 9,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json b/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json
new file mode 100644
index 0000000..3c2b9a0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json
@@ -0,0 +1,151 @@
+{
+  "actual_spike_events": 30876,
+  "ast_replay_bitwise_exact": {
+    "drive": true,
+    "inhibition": true,
+    "state": true
+  },
+  "brain_or_learning_parameters_changed": false,
+  "bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+  "bundle_sha256": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "apl_out_ids.npy": "51e2cb25752d8eaa3ab1950fdd4ae9580f71644b8d435f875abb63efa6ab344c",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "input_raw.npy": "6da61bb9db93e11c687632f8ae7a5ffec3734d506b790f40c38da16c7e6d1028",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "output_raw.npy": "a142a2b49b070d1a03c8ba4b7fa53fa97fa3005ad70326e0a93204570e5beea1",
+    "pn_globals.npy": "ed574f42559455069679f8ce3b339395efa9398ec13e199eab47959533370805",
+    "provenance.json": "c3441f8424032f6f9c28aa19370928407c46eaea942eb7581a77214ed38bf57e",
+    "scales.json": "fe2decd3949f73006966227cd6a1c4a7d43885f977311ffabb9ababdedd44daa"
+  },
+  "candidate_function_called": false,
+  "canonical_sha256": {
+    "indices": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "indptr": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "metadata": "922af16846a065c3dbfca7c11146b83ca217fcbd7392edc745f444a04eae8c63",
+    "raw": "c7ae101451dd19c47fd976bcfacbc52d67193a68ffa04c5b4d2e911cfd52d99b"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "environment": {
+    "cuda": "13.0",
+    "cuda_matmul_allow_tf32": false,
+    "deterministic_algorithms": false,
+    "float32_matmul_precision": "highest",
+    "gpu": "NVIDIA GeForce RTX 4090",
+    "numpy": "2.2.6",
+    "precision_flags_changed": false,
+    "torch": "2.14.0+cu130"
+  },
+  "extracted_source": {
+    "decay_line": 126,
+    "decay_source": "apl_decay = np.float32(math.exp(-self.dt / 20.0))",
+    "excluded_self_base_line": 83,
+    "inhibition_line": 154,
+    "inhibition_source": "inhibition = torch.matmul(apl_state, self.output_gpu) * np.float32(0.01)",
+    "initializer_line_end": 82,
+    "initializer_line_start": 55,
+    "initializer_source": "self.rt = rt\nself.n = rt.n\nself.device = rt.device\nself.dt = rt.dt\nmeta = rt.table.to_pandas().sort_values(\"neuron_idx\").reset_index(drop=True)\nself.meta = meta\ncls = meta.annotation_class.fillna(\"\").astype(str).to_numpy()\ntyp = meta.annotation_type.fillna(\"\").astype(str).to_numpy()\nself.kc = np.flatnonzero(cls == \"Kenyon_Cell\").astype(np.int32)\nself.mbon = np.flatnonzero(cls == \"MBON\").astype(np.int32)\nself.pn = np.flatnonzero(cls == \"ALPN\").astype(np.int32)\nself.apl = np.flatnonzero(typ == \"APL\").astype(np.int32)\nif len(self.apl) != 2 or len(self.kc) != 4064: raise RuntimeError(\"frozen APL/KC identity changed\")\nself.sources = np.repeat(np.arange(self.n, dtype=np.int32), np.diff(rt.indptr_np).astype(np.int64))\nidx = rt.indices_np\nraw = rt.raw_np\napl_out = np.isin(self.sources, self.apl)\nself.apl_out_ids = np.flatnonzero(apl_out).astype(np.int64)\ninput_matrix = np.zeros((len(self.apl), self.n), np.float32)\noutput_matrix = np.zeros((len(self.apl), len(self.kc)), np.float32)\nkc_lookup = np.full(self.n, -1, np.int32)\nkc_lookup[self.kc] = np.arange(len(self.kc), dtype=np.int32)\nallowed = np.isin(self.sources, np.concatenate((self.kc, self.pn))) & np.isin(idx, self.apl)\napl_lookup = {int(x): i for i, x in enumerate(self.apl)}\nfor eid in np.flatnonzero(allowed): input_matrix[apl_lookup[int(idx[eid])], int(self.sources[eid])] += float(raw[eid])\nfor eid in np.flatnonzero(apl_out & np.isin(idx, self.kc)):\n            output_matrix[apl_lookup[int(self.sources[eid])], kc_lookup[int(idx[eid])]] += float(raw[eid])\nself.input_scale = float(input_matrix[input_matrix > 0].sum() / np.count_nonzero(np.any(input_matrix > 0, axis=0)))\nself.output_scale = float(output_matrix[output_matrix > 0].mean())\nself.input_gpu = torch.as_tensor(input_matrix / self.input_scale, dtype=torch.float32, device=self.device)\nself.output_gpu = torch.as_tensor(output_matrix / self.output_scale, dtype=torch.float32, device=self.device)\nself.kc_gpu = torch.as_tensor(self.kc, dtype=torch.int64, device=self.device)\nself.apl_out_gpu = torch.as_tensor(self.apl_out_ids, dtype=torch.int64, device=self.device)",
+    "learning_initializer_suffix_executed": false,
+    "original_run_loop_executed": false,
+    "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346",
+    "source": "/data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+    "state_update_line": 153,
+    "state_update_source": "apl_state.mul_(float(apl_decay)).add_(torch.mv(self.input_gpu, self.rt.spike_u8.to(torch.float32)))"
+  },
+  "first_ast_difference": null,
+  "float64_measurement": {
+    "drive": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 3.8743019104003906e-07,
+      "max_bound_utilization": 1.0574248685708828e-05,
+      "max_error_bound": 0.0598197108441445,
+      "max_relative_error_nonzero_reference": 1.0612051900264713e-07,
+      "mean_abs_error": 1.837685704231262e-08,
+      "zero_reference_nonzero_actual": 0
+    },
+    "inhibition": {
+      "bound_violations": 0,
+      "elements": 4064000,
+      "max_abs_error": 5.093154738844419e-06,
+      "max_bound_utilization": 8.812986267814258e-05,
+      "max_error_bound": 0.08260575257145494,
+      "max_relative_error_nonzero_reference": 8.864677758965812e-07,
+      "mean_abs_error": 4.286303706345423e-07,
+      "zero_reference_nonzero_actual": 0
+    },
+    "state": {
+      "bound_violations": 0,
+      "elements": 2000,
+      "max_abs_error": 0.00012930523044474285,
+      "max_bound_utilization": 7.651823932615403e-05,
+      "max_error_bound": 1.7649496062259644,
+      "max_relative_error_nonzero_reference": 7.696472542398691e-07,
+      "mean_abs_error": 3.747036531716575e-05,
+      "zero_reference_nonzero_actual": 0
+    }
+  },
+  "gain_f32_bits": "3c23d70a",
+  "gpu_case_dir": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0",
+  "independent_cpu_closed_loop_oracle": false,
+  "input_sha256": {
+    "apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+    "apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+    "apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+    "state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+    "summary.json": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266"
+  },
+  "limitations": [
+    "AST shadow and candidate use the same original Torch/CUDA primitives; this validates preserved component semantics, not an independent CPU whole-brain oracle.",
+    "Float64 is a non-feedback mathematical measurement with explicit gamma error bounds, not replacement APL dynamics.",
+    "Replay uses the recorded actual spike train; it does not establish equivalence for untested closed-loop inputs.",
+    "The N-1 positive-sum bound is deliberately conservative; passing it does not prove physiological validity or learning."
+  ],
+  "matrix_checks": {
+    "apl_globals": true,
+    "apl_out_ids": true,
+    "input_matrix": true,
+    "input_raw": true,
+    "input_scale": true,
+    "kc_globals": true,
+    "output_matrix": true,
+    "output_raw": true,
+    "output_scale": true,
+    "pn_globals": true
+  },
+  "pass_all": true,
+  "reconstructed_array_sha256": {
+    "apl_globals": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+    "apl_out_ids": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+    "input_matrix": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "input_raw": "a7153b9a7c7cdc2700bd97f9ed96c7402c360172ebb739099303d057c9bbea11",
+    "kc_globals": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "output_matrix": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "output_raw": "2a3e4f18ac86c6d557f5dc85b6f99060fc1bd2d4c0c53241714acc2aee24dc0e",
+    "pn_globals": "56c4eb47cb535fcf990017b13a29d026f91a28397e6c206bd24a99598d2588ff"
+  },
+  "scope": "Frozen APL component extraction and recorded-spike replay only",
+  "steps": 1000,
+  "theoretical_bound": {
+    "applicable": true,
+    "assumptions": "nonnegative f32 matrices, spikes exactly 0/1, fixed stored f32 decay/gain, normal finite RN binary32/64 operations; no reduced-precision matmul",
+    "bound_arithmetic": "Each positive bound operation is rounded toward +infinity via nextafter; denominator toward -infinity",
+    "drive_n": 166699,
+    "f64_values_used_to_drive_brain": false,
+    "gamma_definition": "gamma_n=(n*u)/(1-n*u), upward-rounded; u32=2^-24,u64=2^-53",
+    "gamma_drive_f32": 0.010035750241849791,
+    "gamma_drive_f64": 1.8507306798541427e-11,
+    "max_observed_nonzero_drive_terms": 9,
+    "no_cpu_gpu_bitwise_expectation_for_f64_measurement": true,
+    "normal_or_zero_arithmetic": true,
+    "output_bound": "q*sum(B*E_p) + gamma_(2*A+1),p*q*sum(B*abs(s_p)); compare with E32+E64",
+    "state_recurrence": "E_p[t] <= d*E_p[t-1] + gamma_2,p*(d*abs(s_p[t-1])+D_upper) + (1+u_p)*gamma_(N-1),p*D_upper",
+    "tolerance_fitted_to_observed_error": false
+  },
+  "value_units": {
+    "drive": "legacy normalized-contact spike drive",
+    "inhibition": "legacy mV",
+    "state": "legacy normalized-drive accumulator"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu-reference/extension.json b/registry/phase4ak-apl-timing-validation/evidence/gpu-reference/extension.json
new file mode 100644
index 0000000..0b79eb5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu-reference/extension.json
@@ -0,0 +1,17 @@
+{
+  "binary": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation/gpu-reference/extension-build/male_cns_lif_deterministic_v2_ext.so",
+  "binary_sha256": "0b4aa6348e7626de960e8f10ce8feee734f8b8ce76b6f9e0d65ec1ad56d66433",
+  "build_seconds": 54.71187125600045,
+  "flags": {
+    "cuda": [
+      "-O3",
+      "--fmad=false",
+      "-std=c++20"
+    ],
+    "cxx": [
+      "-O3",
+      "-ffp-contract=off"
+    ]
+  },
+  "status": "PASS"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b89e855
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "f0deb79fd65f4e200158fffbb1d559a632acbd8cc6dccafd865e0c1790a362ca",
+  "final_apl_state_float32": [
+    154.97776794433594,
+    160.13018798828125
+  ],
+  "final_apl_state_u32_bits": [
+    1125841487,
+    1126179156
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv
new file mode 100644
index 0000000..87ea45b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,522,1,1,0
+26,2010,1,1,0
+27,7679,1,1,0
+31,4311,1,1,0
+37,7781,1,1,0
+40,2601,1,1,0
+42,3345,1,1,0
+58,1011,1,1,0
+59,2493,1,1,0
+69,5519,1,1,0
+81,7679,1,1,0
+86,3252,1,1,0
+95,1514,1,1,0
+102,3252,1,0,1
+103,12644,1,1,0
+115,130497,1,1,0
+127,2970,1,1,0
+130,4505,1,0,1
+137,2010,1,1,0
+162,2029,1,1,0
+162,130472,1,1,0
+163,2010,1,1,0
+181,522,1,1,0
+190,10769,1,1,0
+195,360,1,1,0
+198,2493,1,1,0
+199,1011,1,1,0
+241,1011,1,1,0
+247,10769,1,1,0
+248,6842,1,0,1
+252,2010,1,1,0
+253,4026,1,1,0
+259,360,1,1,0
+260,4026,1,0,1
+265,999,1,1,0
+270,3345,1,1,0
+271,2231,1,1,0
+288,1514,1,0,1
+299,3161,1,1,0
+300,522,1,0,1
+319,3252,1,0,1
+326,1514,1,1,0
+331,2601,1,1,0
+335,9975,1,1,0
+345,2586,1,1,0
+365,3202,1,0,1
+377,3252,1,0,1
+412,1514,1,1,0
+413,2493,1,1,0
+417,130753,1,1,0
+418,130753,1,0,1
+425,6842,1,0,1
+431,360,1,1,0
+444,9370,1,1,0
+445,189,1,0,1
+458,9370,1,0,1
+474,331,1,1,0
+480,1011,1,0,1
+492,3202,1,1,0
+497,189,1,0,1
+500,2029,1,0,1
+501,9188,1,1,0
+503,7679,1,1,0
+510,6842,1,1,0
+528,1011,1,1,0
+588,522,1,0,1
+589,1011,1,1,0
+605,3252,1,1,0
+607,12644,1,1,0
+609,4505,1,1,0
+623,4311,1,1,0
+633,3161,1,1,0
+637,131226,1,1,0
+650,2010,1,0,1
+652,331,1,1,0
+667,8504,1,0,1
+674,14839,1,1,0
+676,360,1,1,0
+680,1011,1,1,0
+687,2347,1,0,1
+697,522,1,1,0
+704,10769,1,1,0
+704,21802,1,1,0
+709,9975,1,1,0
+722,2970,1,1,0
+724,3202,1,1,0
+743,2231,1,1,0
+749,12644,1,0,1
+752,2029,1,0,1
+752,2970,1,1,0
+757,4311,1,1,0
+764,5519,1,1,0
+778,2586,1,0,1
+785,360,1,0,1
+787,999,1,1,0
+815,522,1,1,0
+835,2010,1,1,0
+844,130753,1,0,1
+853,2231,1,1,0
+862,10769,1,1,0
+867,1514,1,1,0
+872,1191,1,1,0
+874,2029,1,0,1
+878,1927,1,1,0
+880,131226,1,1,0
+901,130472,1,1,0
+904,130497,1,1,0
+906,1514,1,1,0
+920,522,1,1,0
+942,7679,1,0,1
+951,5519,1,1,0
+952,5519,1,0,1
+955,2493,1,1,0
+961,360,1,1,0
+961,130753,1,1,0
+989,2601,1,1,0
+993,14839,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json
new file mode 100644
index 0000000..6deda8a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "cal-matched_energy-00-s51101",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29368,
+  "requested": 117,
+  "accepted_requests": 88,
+  "rejected_requests": 29,
+  "arriving_edges": 13942373,
+  "accepted_arriving_edges": 12788823,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "f0deb79fd65f4e200158fffbb1d559a632acbd8cc6dccafd865e0c1790a362ca",
+    "final_apl_state_float32": [
+      154.97776794433594,
+      160.13018798828125
+    ],
+    "final_apl_state_u32_bits": [
+      1125841487,
+      1126179156
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4710066289990209,
+  "diagnostic_simulation_seconds": 5.531164882999292,
+  "wall_seconds": 6.560204730998521,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15",
+    "requests.npz": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json
new file mode 100644
index 0000000..0d17b2d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b00649dc7bc0e1baf2b4c5b9ca30e426f009a1a65a003d548b15c2f8cf38d434",
+  "final_apl_state_float32": [
+    153.00985717773438,
+    167.6389617919922
+  ],
+  "final_apl_state_u32_bits": [
+    1125712518,
+    1126671251
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv
new file mode 100644
index 0000000..515b901
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv
@@ -0,0 +1,122 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,522,1,1,0
+26,2010,1,1,0
+27,7679,1,1,0
+31,4311,1,1,0
+37,7781,1,1,0
+40,2601,1,1,0
+42,3345,1,1,0
+58,1011,1,1,0
+59,2493,1,1,0
+69,5519,1,1,0
+81,7679,1,1,0
+86,3252,1,1,0
+95,1514,1,1,0
+102,3252,1,0,1
+103,12644,1,1,0
+115,130497,1,1,0
+127,2970,1,1,0
+130,4505,1,0,1
+137,2010,1,1,0
+158,130753,1,1,0
+162,2029,1,1,0
+162,130472,1,1,0
+163,2010,1,1,0
+181,522,1,1,0
+190,10769,1,1,0
+195,360,1,1,0
+198,2493,1,1,0
+199,1011,1,1,0
+241,1011,1,1,0
+247,10769,1,1,0
+248,6842,1,0,1
+252,2010,1,1,0
+253,4026,1,1,0
+259,360,1,1,0
+260,4026,1,0,1
+265,999,1,1,0
+270,3345,1,1,0
+271,2231,1,1,0
+288,1514,1,0,1
+299,3161,1,1,0
+300,522,1,0,1
+319,3252,1,1,0
+326,1514,1,1,0
+331,2601,1,1,0
+335,9975,1,1,0
+345,2586,1,0,1
+365,3202,1,0,1
+377,3252,1,0,1
+412,1514,1,1,0
+413,2493,1,1,0
+417,130753,1,1,0
+418,130753,1,0,1
+425,6842,1,1,0
+431,360,1,1,0
+444,9370,1,1,0
+445,189,1,1,0
+458,9370,1,0,1
+474,331,1,1,0
+480,1011,1,1,0
+483,6842,1,1,0
+492,3202,1,1,0
+497,189,1,0,1
+500,2029,1,1,0
+501,9188,1,1,0
+503,7679,1,1,0
+510,6842,1,1,0
+528,1011,1,1,0
+530,2535,1,1,0
+588,522,1,0,1
+589,1011,1,1,0
+605,3252,1,0,1
+607,12644,1,1,0
+609,4505,1,0,1
+623,4311,1,0,1
+633,3161,1,1,0
+637,131226,1,1,0
+650,2010,1,0,1
+652,331,1,1,0
+659,3252,1,0,1
+667,8504,1,1,0
+674,14839,1,1,0
+676,360,1,0,1
+680,1011,1,1,0
+687,2347,1,0,1
+697,522,1,1,0
+704,10769,1,1,0
+704,21802,1,1,0
+709,9975,1,1,0
+722,2970,1,0,1
+724,3202,1,1,0
+743,2231,1,1,0
+749,12644,1,1,0
+752,2029,1,1,0
+752,2970,1,1,0
+757,4311,1,1,0
+764,5519,1,1,0
+778,2586,1,1,0
+785,360,1,1,0
+787,999,1,0,1
+815,522,1,1,0
+835,2010,1,1,0
+844,130753,1,0,1
+853,2231,1,1,0
+862,10769,1,0,1
+867,1514,1,1,0
+872,1191,1,1,0
+874,2029,1,0,1
+878,1927,1,1,0
+880,131226,1,1,0
+901,130472,1,0,1
+904,130497,1,0,1
+906,1514,1,1,0
+920,522,1,1,0
+942,7679,1,1,0
+951,5519,1,1,0
+952,5519,1,0,1
+955,2493,1,1,0
+961,360,1,1,0
+961,130753,1,1,0
+989,2601,1,1,0
+993,14839,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json
new file mode 100644
index 0000000..137bfa9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "cal-physiological-00-s51101",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29672,
+  "requested": 121,
+  "accepted_requests": 93,
+  "rejected_requests": 28,
+  "arriving_edges": 14189022,
+  "accepted_arriving_edges": 13032355,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b00649dc7bc0e1baf2b4c5b9ca30e426f009a1a65a003d548b15c2f8cf38d434",
+    "final_apl_state_float32": [
+      153.00985717773438,
+      167.6389617919922
+    ],
+    "final_apl_state_u32_bits": [
+      1125712518,
+      1126671251
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 59.5303108549997,
+  "diagnostic_simulation_seconds": 5.49795266000001,
+  "wall_seconds": 65.5745750879978,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3",
+    "requests.npz": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..539565b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "479e12060457c98eef9daa5b4417d5dca1da61716a3163dd4da3add350533cba",
+  "final_apl_state_float32": [
+    148.8344268798828,
+    172.29991149902344
+  ],
+  "final_apl_state_u32_bits": [
+    1125438877,
+    1126976711
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..4575dfa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,1,0
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+682,1372,1,0,1
+695,6721,1,1,0
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,0,1
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,1,0
+750,1011,1,1,0
+754,189,1,1,0
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,0,1
+817,6721,1,1,0
+831,434,1,1,0
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,0,1
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,0,1
+896,1372,1,1,0
+896,133666,1,1,0
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,0,1
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,1,0
+964,189,1,1,0
+965,522,1,0,1
+974,2029,1,1,0
+977,79514,1,0,1
+982,97,1,0,1
+992,54264,1,1,0
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json
new file mode 100644
index 0000000..b4ef31f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29962,
+  "requested": 109,
+  "accepted_requests": 79,
+  "rejected_requests": 30,
+  "arriving_edges": 14503540,
+  "accepted_arriving_edges": 13337480,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "479e12060457c98eef9daa5b4417d5dca1da61716a3163dd4da3add350533cba",
+    "final_apl_state_float32": [
+      148.8344268798828,
+      172.29991149902344
+    ],
+    "final_apl_state_u32_bits": [
+      1125438877,
+      1126976711
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.42952548999892315,
+  "diagnostic_simulation_seconds": 5.764329978002934,
+  "wall_seconds": 6.742792253000516,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+    "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..539565b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "479e12060457c98eef9daa5b4417d5dca1da61716a3163dd4da3add350533cba",
+  "final_apl_state_float32": [
+    148.8344268798828,
+    172.29991149902344
+  ],
+  "final_apl_state_u32_bits": [
+    1125438877,
+    1126976711
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..4575dfa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,1,0
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+682,1372,1,0,1
+695,6721,1,1,0
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,0,1
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,1,0
+750,1011,1,1,0
+754,189,1,1,0
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,0,1
+817,6721,1,1,0
+831,434,1,1,0
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,0,1
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,0,1
+896,1372,1,1,0
+896,133666,1,1,0
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,0,1
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,1,0
+964,189,1,1,0
+965,522,1,0,1
+974,2029,1,1,0
+977,79514,1,0,1
+982,97,1,0,1
+992,54264,1,1,0
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json
new file mode 100644
index 0000000..a55271e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29962,
+  "requested": 109,
+  "accepted_requests": 79,
+  "rejected_requests": 30,
+  "arriving_edges": 14503540,
+  "accepted_arriving_edges": 13337480,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "479e12060457c98eef9daa5b4417d5dca1da61716a3163dd4da3add350533cba",
+    "final_apl_state_float32": [
+      148.8344268798828,
+      172.29991149902344
+    ],
+    "final_apl_state_u32_bits": [
+      1125438877,
+      1126976711
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.465010922998772,
+  "diagnostic_simulation_seconds": 5.446398478001356,
+  "wall_seconds": 6.466156956001214,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+    "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..21920fd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c4daf5c63ba90461c6532aa1f913424e0e51d138145d5ef36d3e845c1764ea9c",
+  "final_apl_state_float32": [
+    150.5615997314453,
+    163.4684295654297
+  ],
+  "final_apl_state_u32_bits": [
+    1125552069,
+    1126397931
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..d783c95
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv
@@ -0,0 +1,104 @@
+tick,neuron_idx,attempted,accepted,rejected
+10,4786,1,1,0
+14,2029,1,1,0
+17,530,1,1,0
+26,434,1,1,0
+27,7680,1,1,0
+28,999,1,1,0
+34,189,1,1,0
+43,622,1,1,0
+46,571,1,1,0
+59,999,1,1,0
+69,6721,1,1,0
+73,434,1,1,0
+73,130753,1,1,0
+74,97,1,1,0
+83,7322,1,1,0
+87,97,1,0,1
+89,159,1,1,0
+96,1022,1,1,0
+111,1372,1,1,0
+113,54264,1,1,0
+121,189,1,1,0
+127,4786,1,1,0
+129,189,1,0,1
+141,1372,1,1,0
+141,132659,1,1,0
+146,9052,1,1,0
+188,1011,1,0,1
+213,434,1,0,1
+217,130753,1,1,0
+229,1372,1,0,1
+242,1372,1,1,0
+250,2029,1,1,0
+277,522,1,1,0
+279,4624,1,1,0
+280,97,1,1,0
+280,9052,1,1,0
+289,530,1,0,1
+296,159,1,1,0
+297,189,1,1,0
+304,434,1,1,0
+306,4786,1,1,0
+346,54264,1,1,0
+356,710,1,0,1
+364,2029,1,1,0
+365,1372,1,1,0
+368,7322,1,1,0
+381,530,1,1,0
+394,1372,1,1,0
+394,54264,1,1,0
+402,54264,1,0,1
+424,189,1,1,0
+441,1011,1,1,0
+453,132659,1,0,1
+472,130257,1,1,0
+494,97,1,1,0
+500,97,1,0,1
+536,1372,1,1,0
+545,360,1,1,0
+560,189,1,0,1
+574,6721,1,1,0
+585,4624,1,0,1
+605,360,1,0,1
+623,434,1,0,1
+626,2029,1,0,1
+635,1022,1,1,0
+638,530,1,1,0
+666,6721,1,1,0
+673,130753,1,1,0
+679,130753,1,0,1
+687,530,1,0,1
+688,1372,1,0,1
+689,79514,1,1,0
+697,54264,1,1,0
+715,522,1,0,1
+730,1011,1,1,0
+734,434,1,1,0
+734,2029,1,1,0
+766,130257,1,1,0
+770,130257,1,0,1
+782,9052,1,1,0
+795,2029,1,0,1
+806,132659,1,0,1
+811,434,1,0,1
+813,4786,1,1,0
+819,54264,1,1,0
+831,710,1,0,1
+832,130753,1,1,0
+835,53508,1,1,0
+862,4624,1,1,0
+869,159,1,0,1
+872,189,1,0,1
+876,130753,1,1,0
+898,522,1,1,0
+913,9052,1,1,0
+945,97,1,0,1
+948,97,1,0,1
+949,54264,1,1,0
+955,522,1,0,1
+960,6721,1,1,0
+965,1022,1,0,1
+971,54264,1,1,0
+978,159,1,1,0
+984,97,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json
new file mode 100644
index 0000000..2926658
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31389,
+  "requested": 103,
+  "accepted_requests": 73,
+  "rejected_requests": 30,
+  "arriving_edges": 15383535,
+  "accepted_arriving_edges": 14179529,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c4daf5c63ba90461c6532aa1f913424e0e51d138145d5ef36d3e845c1764ea9c",
+    "final_apl_state_float32": [
+      150.5615997314453,
+      163.4684295654297
+    ],
+    "final_apl_state_u32_bits": [
+      1125552069,
+      1126397931
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46989303000009386,
+  "diagnostic_simulation_seconds": 5.5217706539988285,
+  "wall_seconds": 6.547970833998988,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c",
+    "requests.npz": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..011646d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c79be8e498ee0de80cda7706834c5b3497088da065395b4e0b7967ca68ddccad",
+  "final_apl_state_float32": [
+    147.98959350585938,
+    166.67431640625
+  ],
+  "final_apl_state_u32_bits": [
+    1125383510,
+    1126608032
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..396bfc1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv
@@ -0,0 +1,122 @@
+tick,neuron_idx,attempted,accepted,rejected
+9,999,1,1,0
+10,54264,1,1,0
+20,813,1,1,0
+47,189,1,1,0
+59,1372,1,1,0
+78,522,1,1,0
+80,1372,1,0,1
+88,159,1,1,0
+105,6721,1,1,0
+108,2029,1,1,0
+112,2029,1,0,1
+117,54264,1,1,0
+121,434,1,0,1
+121,1372,1,1,0
+126,79514,1,1,0
+130,130257,1,1,0
+133,2029,1,1,0
+134,53508,1,1,0
+145,130753,1,1,0
+160,700,1,1,0
+190,434,1,0,1
+191,159,1,0,1
+197,522,1,1,0
+207,2029,1,1,0
+210,2029,1,0,1
+212,7680,1,1,0
+226,434,1,0,1
+249,434,1,1,0
+260,6721,1,1,0
+261,434,1,0,1
+271,1022,1,0,1
+273,522,1,1,0
+294,97,1,1,0
+295,1372,1,1,0
+306,360,1,1,0
+316,54264,1,1,0
+319,530,1,0,1
+320,159,1,0,1
+321,360,1,0,1
+334,54264,1,0,1
+349,1011,1,0,1
+352,1372,1,1,0
+353,999,1,0,1
+354,79514,1,1,0
+355,189,1,0,1
+355,55121,1,1,0
+359,7322,1,1,0
+365,999,1,0,1
+366,622,1,1,0
+369,6721,1,1,0
+380,53508,1,1,0
+393,189,1,0,1
+415,434,1,0,1
+421,4624,1,1,0
+422,97,1,1,0
+432,710,1,1,0
+433,97,1,0,1
+445,130753,1,1,0
+460,4624,1,1,0
+477,7322,1,1,0
+482,7322,1,0,1
+517,1372,1,1,0
+525,530,1,1,0
+525,710,1,1,0
+548,1022,1,1,0
+552,999,1,1,0
+561,130753,1,1,0
+571,4786,1,1,0
+573,622,1,1,0
+594,4786,1,1,0
+594,130753,1,1,0
+605,2029,1,0,1
+623,434,1,0,1
+628,2029,1,1,0
+634,1022,1,0,1
+643,54264,1,1,0
+651,55121,1,1,0
+660,530,1,1,0
+661,79514,1,1,0
+692,159,1,1,0
+703,434,1,0,1
+709,710,1,1,0
+709,54264,1,1,0
+713,97,1,1,0
+732,79514,1,1,0
+733,189,1,0,1
+735,700,1,0,1
+738,2029,1,1,0
+763,530,1,1,0
+768,132659,1,1,0
+773,1372,1,0,1
+774,9052,1,1,0
+791,1011,1,1,0
+800,1011,1,0,1
+811,54264,1,1,0
+813,130753,1,1,0
+817,130257,1,1,0
+838,530,1,1,0
+840,1011,1,1,0
+848,4624,1,1,0
+854,530,1,0,1
+855,4786,1,1,0
+861,53508,1,1,0
+867,622,1,0,1
+871,7680,1,1,0
+885,159,1,1,0
+891,9052,1,1,0
+894,130753,1,0,1
+898,159,1,0,1
+903,1372,1,1,0
+918,132659,1,0,1
+920,4786,1,1,0
+921,79514,1,1,0
+947,97,1,1,0
+947,1372,1,1,0
+949,571,1,1,0
+949,9052,1,1,0
+951,159,1,1,0
+975,132659,1,0,1
+976,97,1,1,0
+983,700,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json
new file mode 100644
index 0000000..d837cf1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29975,
+  "requested": 121,
+  "accepted_requests": 85,
+  "rejected_requests": 36,
+  "arriving_edges": 14536649,
+  "accepted_arriving_edges": 13382295,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c79be8e498ee0de80cda7706834c5b3497088da065395b4e0b7967ca68ddccad",
+    "final_apl_state_float32": [
+      147.98959350585938,
+      166.67431640625
+    ],
+    "final_apl_state_u32_bits": [
+      1125383510,
+      1126608032
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46475370999905863,
+  "diagnostic_simulation_seconds": 5.527070279997133,
+  "wall_seconds": 6.544265014999837,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1",
+    "requests.npz": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a591794
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "6267447b16ec05cfc75a747f0a3efdab6725bb68599c815ec7fa60f6719285e5",
+  "final_apl_state_float32": [
+    156.46517944335938,
+    172.19969177246094
+  ],
+  "final_apl_state_u32_bits": [
+    1125938966,
+    1126970143
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..55f8e39
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv
@@ -0,0 +1,130 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,97,1,1,0
+21,6721,1,1,0
+27,4624,1,1,0
+46,434,1,1,0
+46,530,1,1,0
+48,130753,1,1,0
+61,999,1,1,0
+63,999,1,0,1
+66,522,1,1,0
+68,530,1,1,0
+75,79514,1,1,0
+86,130497,1,1,0
+88,133666,1,1,0
+91,7322,1,1,0
+97,999,1,1,0
+98,2601,1,1,0
+102,54264,1,1,0
+108,7322,1,0,1
+124,434,1,0,1
+124,130257,1,1,0
+131,189,1,0,1
+141,434,1,1,0
+164,999,1,0,1
+167,7680,1,1,0
+169,130753,1,1,0
+175,130753,1,0,1
+200,710,1,1,0
+208,130753,1,1,0
+217,1372,1,1,0
+238,1011,1,1,0
+254,4786,1,1,0
+267,189,1,1,0
+294,189,1,1,0
+301,97,1,1,0
+303,7680,1,1,0
+312,130257,1,1,0
+313,130753,1,1,0
+319,1011,1,0,1
+321,159,1,0,1
+335,999,1,1,0
+335,54264,1,1,0
+336,130753,1,1,0
+340,622,1,0,1
+340,700,1,1,0
+348,130753,1,0,1
+359,54264,1,1,0
+371,522,1,1,0
+382,710,1,1,0
+384,130753,1,1,0
+390,2029,1,0,1
+391,530,1,1,0
+398,130257,1,1,0
+422,2029,1,1,0
+429,53508,1,0,1
+437,622,1,1,0
+446,522,1,0,1
+447,189,1,1,0
+458,360,1,1,0
+465,1011,1,0,1
+484,999,1,0,1
+496,9052,1,1,0
+498,54264,1,1,0
+510,130257,1,1,0
+511,7680,1,0,1
+512,4786,1,1,0
+516,189,1,1,0
+523,7322,1,1,0
+525,97,1,1,0
+527,6721,1,1,0
+534,97,1,0,1
+535,2029,1,1,0
+536,9052,1,1,0
+543,159,1,0,1
+563,79514,1,1,0
+565,522,1,1,0
+572,159,1,0,1
+587,522,1,1,0
+592,130753,1,0,1
+593,999,1,1,0
+608,571,1,1,0
+610,1011,1,1,0
+623,159,1,1,0
+641,6721,1,1,0
+643,700,1,1,0
+648,132659,1,0,1
+654,1372,1,1,0
+672,7322,1,1,0
+676,6721,1,1,0
+677,360,1,1,0
+679,54264,1,0,1
+683,132659,1,1,0
+688,189,1,1,0
+699,522,1,0,1
+717,130257,1,1,0
+718,130753,1,1,0
+724,530,1,0,1
+725,434,1,0,1
+725,522,1,1,0
+732,522,1,0,1
+740,360,1,1,0
+748,434,1,1,0
+766,7680,1,1,0
+770,522,1,1,0
+775,530,1,1,0
+792,9052,1,1,0
+796,1022,1,1,0
+797,97,1,0,1
+808,97,1,0,1
+822,130753,1,1,0
+824,189,1,0,1
+824,1011,1,1,0
+827,54264,1,1,0
+836,2029,1,1,0
+839,700,1,1,0
+848,530,1,0,1
+862,189,1,0,1
+870,1011,1,1,0
+872,4624,1,1,0
+880,522,1,1,0
+891,999,1,1,0
+910,6721,1,1,0
+914,434,1,1,0
+918,1372,1,0,1
+921,9052,1,1,0
+924,999,1,1,0
+948,97,1,1,0
+985,130257,1,1,0
+994,53508,1,0,1
+997,79514,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json
new file mode 100644
index 0000000..a07fc48
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30725,
+  "requested": 129,
+  "accepted_requests": 96,
+  "rejected_requests": 33,
+  "arriving_edges": 14878318,
+  "accepted_arriving_edges": 13704490,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "6267447b16ec05cfc75a747f0a3efdab6725bb68599c815ec7fa60f6719285e5",
+    "final_apl_state_float32": [
+      156.46517944335938,
+      172.19969177246094
+    ],
+    "final_apl_state_u32_bits": [
+      1125938966,
+      1126970143
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.48776817199905054,
+  "diagnostic_simulation_seconds": 5.4901712909995695,
+  "wall_seconds": 6.531755749001604,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232",
+    "requests.npz": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b23519d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "980cd6a785de49457c15b433ce3be8e96c515e42da5bbcabda61f9cd3152ad76",
+  "final_apl_state_float32": [
+    151.24620056152344,
+    168.59458923339844
+  ],
+  "final_apl_state_u32_bits": [
+    1125596935,
+    1126733879
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..15c12bb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv
@@ -0,0 +1,102 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,434,1,1,0
+11,159,1,1,0
+31,132659,1,1,0
+32,189,1,1,0
+33,79514,1,1,0
+51,530,1,1,0
+70,999,1,1,0
+77,522,1,1,0
+85,130753,1,1,0
+124,999,1,1,0
+137,4624,1,1,0
+145,54264,1,1,0
+149,522,1,0,1
+159,4624,1,1,0
+170,4624,1,0,1
+186,6721,1,1,0
+190,4786,1,1,0
+199,130497,1,1,0
+201,434,1,1,0
+201,9052,1,1,0
+203,130753,1,1,0
+205,7322,1,1,0
+216,2029,1,0,1
+227,530,1,0,1
+244,1022,1,1,0
+249,522,1,1,0
+263,9052,1,1,0
+283,97,1,0,1
+288,7680,1,0,1
+311,522,1,0,1
+311,1372,1,0,1
+329,530,1,0,1
+336,4786,1,1,0
+338,79514,1,1,0
+376,7322,1,1,0
+382,360,1,0,1
+385,79514,1,1,0
+389,434,1,0,1
+391,97,1,1,0
+403,530,1,0,1
+417,130753,1,1,0
+422,710,1,1,0
+428,97,1,1,0
+429,130753,1,0,1
+430,130753,1,0,1
+433,189,1,0,1
+433,79514,1,1,0
+434,9052,1,1,0
+434,54264,1,1,0
+450,1372,1,1,0
+453,54264,1,0,1
+468,189,1,0,1
+479,530,1,0,1
+504,434,1,0,1
+509,130257,1,1,0
+516,79514,1,1,0
+520,79514,1,0,1
+528,1022,1,0,1
+546,6721,1,1,0
+574,4624,1,1,0
+583,54264,1,1,0
+587,2029,1,1,0
+588,6721,1,1,0
+588,9052,1,1,0
+600,54264,1,0,1
+615,97,1,1,0
+617,130753,1,1,0
+625,360,1,1,0
+653,97,1,1,0
+662,9052,1,1,0
+675,1022,1,1,0
+683,710,1,1,0
+688,97,1,1,0
+694,1372,1,0,1
+697,530,1,0,1
+714,360,1,0,1
+719,710,1,1,0
+734,2029,1,1,0
+734,7322,1,1,0
+738,79514,1,1,0
+751,522,1,1,0
+771,1927,1,1,0
+776,999,1,0,1
+777,360,1,1,0
+781,530,1,0,1
+783,130753,1,1,0
+785,132659,1,1,0
+786,130257,1,1,0
+790,97,1,1,0
+793,54264,1,0,1
+827,159,1,1,0
+833,1372,1,0,1
+865,97,1,0,1
+893,360,1,0,1
+894,97,1,1,0
+940,999,1,1,0
+944,159,1,1,0
+973,97,1,1,0
+984,710,1,1,0
+989,1011,1,1,0
+993,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json
new file mode 100644
index 0000000..79f32b7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-00-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30776,
+  "requested": 101,
+  "accepted_requests": 70,
+  "rejected_requests": 31,
+  "arriving_edges": 14960148,
+  "accepted_arriving_edges": 13760460,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "980cd6a785de49457c15b433ce3be8e96c515e42da5bbcabda61f9cd3152ad76",
+    "final_apl_state_float32": [
+      151.24620056152344,
+      168.59458923339844
+    ],
+    "final_apl_state_u32_bits": [
+      1125596935,
+      1126733879
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4825826660016901,
+  "diagnostic_simulation_seconds": 5.409633881001355,
+  "wall_seconds": 6.4409287800008315,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580",
+    "requests.npz": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..f444552
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "91b12126755294459ff2834fb7b6cb97b063c84600d95cf8c20d945ff8c33003",
+  "final_apl_state_float32": [
+    152.75648498535156,
+    169.26129150390625
+  ],
+  "final_apl_state_u32_bits": [
+    1125695913,
+    1126777572
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..67f0a3a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv
@@ -0,0 +1,104 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,5519,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+26,4505,1,1,0
+32,2586,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+98,3202,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+103,3202,1,0,1
+104,3202,1,0,1
+128,9188,1,1,0
+130,2010,1,0,1
+169,4505,1,1,0
+177,6842,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+224,2347,1,0,1
+264,3252,1,0,1
+294,2535,1,1,0
+299,2231,1,1,0
+302,7781,1,0,1
+303,130753,1,1,0
+326,2970,1,1,0
+342,6842,1,1,0
+350,7781,1,1,0
+354,2010,1,1,0
+354,4311,1,1,0
+361,1890,1,1,0
+373,1011,1,1,0
+390,1514,1,1,0
+418,1514,1,1,0
+427,4505,1,0,1
+442,2535,1,0,1
+442,5519,1,1,0
+452,2010,1,1,0
+454,130472,1,1,0
+472,2994,1,1,0
+477,999,1,1,0
+479,131226,1,0,1
+480,4026,1,1,0
+518,9188,1,1,0
+520,6842,1,0,1
+528,3161,1,1,0
+532,4311,1,1,0
+566,130753,1,1,0
+570,2943,1,1,0
+571,3202,1,0,1
+578,1011,1,1,0
+582,3252,1,1,0
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,0,1
+620,4311,1,0,1
+622,4311,1,0,1
+637,4505,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,0,1
+666,4505,1,1,0
+674,159,1,1,0
+684,2347,1,1,0
+712,9975,1,1,0
+718,999,1,1,0
+718,2029,1,0,1
+728,2231,1,1,0
+729,999,1,0,1
+735,3202,1,1,0
+751,1514,1,0,1
+766,189,1,1,0
+771,2029,1,0,1
+784,1011,1,0,1
+791,2231,1,0,1
+791,4505,1,1,0
+793,7781,1,1,0
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,0,1
+821,8001,1,1,0
+835,1890,1,0,1
+838,1011,1,1,0
+842,2231,1,1,0
+848,10769,1,1,0
+869,189,1,1,0
+873,130472,1,1,0
+875,2231,1,1,0
+879,2010,1,1,0
+911,2586,1,1,0
+921,3202,1,0,1
+933,8001,1,1,0
+940,1011,1,1,0
+946,2029,1,1,0
+955,3252,1,1,0
+956,3252,1,0,1
+966,159,1,1,0
+979,12644,1,1,0
+983,1011,1,1,0
+988,1011,1,0,1
+990,130753,1,0,1
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json
new file mode 100644
index 0000000..29f581a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30482,
+  "requested": 103,
+  "accepted_requests": 70,
+  "rejected_requests": 33,
+  "arriving_edges": 14621681,
+  "accepted_arriving_edges": 13437277,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "91b12126755294459ff2834fb7b6cb97b063c84600d95cf8c20d945ff8c33003",
+    "final_apl_state_float32": [
+      152.75648498535156,
+      169.26129150390625
+    ],
+    "final_apl_state_u32_bits": [
+      1125695913,
+      1126777572
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46578856099949917,
+  "diagnostic_simulation_seconds": 5.485696276999079,
+  "wall_seconds": 6.505368218997319,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+    "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..f444552
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "91b12126755294459ff2834fb7b6cb97b063c84600d95cf8c20d945ff8c33003",
+  "final_apl_state_float32": [
+    152.75648498535156,
+    169.26129150390625
+  ],
+  "final_apl_state_u32_bits": [
+    1125695913,
+    1126777572
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..67f0a3a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv
@@ -0,0 +1,104 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,5519,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+26,4505,1,1,0
+32,2586,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+98,3202,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+103,3202,1,0,1
+104,3202,1,0,1
+128,9188,1,1,0
+130,2010,1,0,1
+169,4505,1,1,0
+177,6842,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+224,2347,1,0,1
+264,3252,1,0,1
+294,2535,1,1,0
+299,2231,1,1,0
+302,7781,1,0,1
+303,130753,1,1,0
+326,2970,1,1,0
+342,6842,1,1,0
+350,7781,1,1,0
+354,2010,1,1,0
+354,4311,1,1,0
+361,1890,1,1,0
+373,1011,1,1,0
+390,1514,1,1,0
+418,1514,1,1,0
+427,4505,1,0,1
+442,2535,1,0,1
+442,5519,1,1,0
+452,2010,1,1,0
+454,130472,1,1,0
+472,2994,1,1,0
+477,999,1,1,0
+479,131226,1,0,1
+480,4026,1,1,0
+518,9188,1,1,0
+520,6842,1,0,1
+528,3161,1,1,0
+532,4311,1,1,0
+566,130753,1,1,0
+570,2943,1,1,0
+571,3202,1,0,1
+578,1011,1,1,0
+582,3252,1,1,0
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,0,1
+620,4311,1,0,1
+622,4311,1,0,1
+637,4505,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,0,1
+666,4505,1,1,0
+674,159,1,1,0
+684,2347,1,1,0
+712,9975,1,1,0
+718,999,1,1,0
+718,2029,1,0,1
+728,2231,1,1,0
+729,999,1,0,1
+735,3202,1,1,0
+751,1514,1,0,1
+766,189,1,1,0
+771,2029,1,0,1
+784,1011,1,0,1
+791,2231,1,0,1
+791,4505,1,1,0
+793,7781,1,1,0
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,0,1
+821,8001,1,1,0
+835,1890,1,0,1
+838,1011,1,1,0
+842,2231,1,1,0
+848,10769,1,1,0
+869,189,1,1,0
+873,130472,1,1,0
+875,2231,1,1,0
+879,2010,1,1,0
+911,2586,1,1,0
+921,3202,1,0,1
+933,8001,1,1,0
+940,1011,1,1,0
+946,2029,1,1,0
+955,3252,1,1,0
+956,3252,1,0,1
+966,159,1,1,0
+979,12644,1,1,0
+983,1011,1,1,0
+988,1011,1,0,1
+990,130753,1,0,1
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json
new file mode 100644
index 0000000..29e7454
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30482,
+  "requested": 103,
+  "accepted_requests": 70,
+  "rejected_requests": 33,
+  "arriving_edges": 14621681,
+  "accepted_arriving_edges": 13437277,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "91b12126755294459ff2834fb7b6cb97b063c84600d95cf8c20d945ff8c33003",
+    "final_apl_state_float32": [
+      152.75648498535156,
+      169.26129150390625
+    ],
+    "final_apl_state_u32_bits": [
+      1125695913,
+      1126777572
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.462657661002595,
+  "diagnostic_simulation_seconds": 5.509760116998223,
+  "wall_seconds": 6.518662129001314,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+    "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..e2db53a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8dc6e682a8905ba7b61ef51db1f4ba5a475edf867131a5ced92e6a19c196ec78",
+  "final_apl_state_float32": [
+    155.03367614746094,
+    165.11334228515625
+  ],
+  "final_apl_state_u32_bits": [
+    1125845151,
+    1126505732
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..bfb1192
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv
@@ -0,0 +1,137 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2970,1,1,0
+7,4505,1,1,0
+18,2231,1,1,0
+24,2029,1,1,0
+27,1514,1,1,0
+27,2535,1,1,0
+44,6842,1,1,0
+46,189,1,1,0
+46,2493,1,1,0
+53,21802,1,1,0
+56,2970,1,1,0
+81,12644,1,1,0
+82,14839,1,1,0
+89,4026,1,1,0
+90,2231,1,1,0
+119,2029,1,1,0
+119,3345,1,1,0
+121,999,1,1,0
+123,2029,1,0,1
+138,3252,1,1,0
+146,2231,1,1,0
+154,21802,1,1,0
+157,2029,1,1,0
+159,2010,1,0,1
+188,2029,1,1,0
+189,9188,1,1,0
+192,4311,1,1,0
+195,8504,1,1,0
+196,4311,1,0,1
+205,1890,1,1,0
+214,2029,1,1,0
+220,999,1,1,0
+250,999,1,1,0
+250,5519,1,1,0
+251,2231,1,1,0
+251,3202,1,0,1
+256,7679,1,0,1
+267,2231,1,0,1
+269,4311,1,0,1
+269,131226,1,1,0
+318,159,1,0,1
+332,14839,1,1,0
+347,6842,1,1,0
+356,130753,1,0,1
+357,4311,1,1,0
+365,2535,1,1,0
+372,1191,1,1,0
+385,130753,1,1,0
+404,2535,1,1,0
+406,3202,1,1,0
+422,1514,1,0,1
+428,2029,1,1,0
+432,3252,1,1,0
+435,4505,1,1,0
+437,9975,1,1,0
+438,7781,1,1,0
+446,8001,1,1,0
+467,2010,1,1,0
+467,7781,1,1,0
+469,7781,1,0,1
+490,2029,1,0,1
+498,8001,1,1,0
+505,2347,1,0,1
+513,4311,1,0,1
+516,2231,1,0,1
+516,7781,1,1,0
+528,1890,1,1,0
+531,2586,1,1,0
+548,2347,1,1,0
+553,8504,1,1,0
+555,5519,1,0,1
+557,2493,1,1,0
+572,2231,1,0,1
+574,5519,1,1,0
+581,1011,1,1,0
+597,4311,1,1,0
+603,130753,1,0,1
+609,6842,1,1,0
+611,6842,1,0,1
+618,9975,1,1,0
+622,2029,1,0,1
+633,2029,1,0,1
+641,21802,1,1,0
+657,1011,1,0,1
+661,9188,1,1,0
+663,4311,1,1,0
+680,2029,1,1,0
+685,4311,1,1,0
+690,2927,1,1,0
+724,5519,1,0,1
+725,130753,1,0,1
+731,3202,1,1,0
+731,9975,1,1,0
+732,14839,1,1,0
+734,999,1,0,1
+740,2029,1,1,0
+744,2231,1,1,0
+755,999,1,1,0
+758,9188,1,1,0
+761,1011,1,1,0
+765,999,1,0,1
+770,4505,1,1,0
+783,999,1,1,0
+789,3202,1,1,0
+797,4311,1,1,0
+799,9188,1,1,0
+811,3202,1,1,0
+817,1927,1,1,0
+823,2231,1,0,1
+823,4173,1,1,0
+823,7781,1,1,0
+848,2029,1,1,0
+849,7781,1,1,0
+850,6842,1,1,0
+861,3252,1,0,1
+869,999,1,0,1
+869,2601,1,0,1
+889,999,1,1,0
+896,3252,1,1,0
+900,4311,1,1,0
+901,189,1,1,0
+902,3252,1,0,1
+907,2029,1,0,1
+913,3252,1,0,1
+919,5519,1,1,0
+932,1514,1,1,0
+932,130753,1,1,0
+939,2231,1,0,1
+948,2029,1,1,0
+954,131226,1,0,1
+971,9370,1,0,1
+981,7781,1,1,0
+981,8504,1,1,0
+990,2029,1,1,0
+991,6842,1,1,0
+998,21802,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json
new file mode 100644
index 0000000..131add0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29490,
+  "requested": 136,
+  "accepted_requests": 100,
+  "rejected_requests": 36,
+  "arriving_edges": 14295620,
+  "accepted_arriving_edges": 13152498,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8dc6e682a8905ba7b61ef51db1f4ba5a475edf867131a5ced92e6a19c196ec78",
+    "final_apl_state_float32": [
+      155.03367614746094,
+      165.11334228515625
+    ],
+    "final_apl_state_u32_bits": [
+      1125845151,
+      1126505732
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47034309700029553,
+  "diagnostic_simulation_seconds": 5.466478451999137,
+  "wall_seconds": 6.482912378000037,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0",
+    "requests.npz": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..8063b61
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a219e658fd81b009f793ac718e323efd9464db8b3d63299f629c5210a80e0478",
+  "final_apl_state_float32": [
+    148.7150115966797,
+    169.22805786132812
+  ],
+  "final_apl_state_u32_bits": [
+    1125431051,
+    1126775394
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..dffb3ac
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv
@@ -0,0 +1,107 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,1514,1,1,0
+30,5519,1,1,0
+42,130472,1,1,0
+50,9370,1,1,0
+51,9370,1,0,1
+68,2347,1,1,0
+71,1011,1,1,0
+77,2231,1,1,0
+83,12644,1,1,0
+87,2231,1,0,1
+89,2943,1,1,0
+92,2029,1,1,0
+94,7781,1,1,0
+112,5519,1,1,0
+131,2347,1,1,0
+145,4505,1,1,0
+152,3202,1,1,0
+152,130753,1,1,0
+166,7781,1,1,0
+173,5519,1,1,0
+174,21802,1,1,0
+178,10769,1,1,0
+188,2231,1,0,1
+198,1011,1,1,0
+201,1927,1,1,0
+206,2347,1,1,0
+222,1514,1,1,0
+224,131226,1,0,1
+226,1514,1,0,1
+226,5519,1,1,0
+233,14839,1,1,0
+242,9370,1,1,0
+247,1514,1,1,0
+250,14839,1,0,1
+257,3202,1,1,0
+264,7781,1,1,0
+268,2010,1,1,0
+275,3202,1,0,1
+278,8001,1,1,0
+304,2231,1,1,0
+307,9370,1,1,0
+329,21802,1,0,1
+330,3202,1,0,1
+334,9975,1,0,1
+349,6842,1,0,1
+363,1514,1,1,0
+364,131226,1,1,0
+376,5519,1,0,1
+378,4505,1,1,0
+396,189,1,1,0
+404,5519,1,1,0
+409,999,1,1,0
+420,2347,1,1,0
+420,3202,1,0,1
+440,2029,1,1,0
+451,999,1,1,0
+451,1514,1,1,0
+453,131226,1,1,0
+468,3252,1,1,0
+469,4311,1,1,0
+488,4026,1,1,0
+489,5519,1,0,1
+493,4311,1,1,0
+533,1514,1,1,0
+539,5519,1,1,0
+540,4311,1,1,0
+541,1011,1,1,0
+544,2029,1,1,0
+548,21802,1,1,0
+552,5519,1,0,1
+563,3252,1,0,1
+567,1011,1,1,0
+569,8504,1,1,0
+584,2010,1,0,1
+585,4173,1,1,0
+604,12644,1,1,0
+605,3252,1,1,0
+626,8504,1,1,0
+631,3345,1,1,0
+650,130753,1,1,0
+656,3202,1,1,0
+668,159,1,1,0
+671,2231,1,1,0
+695,999,1,0,1
+696,7781,1,1,0
+706,3252,1,1,0
+706,9188,1,1,0
+754,3202,1,0,1
+755,1927,1,1,0
+772,2029,1,1,0
+776,130472,1,1,0
+791,2601,1,0,1
+792,2231,1,1,0
+802,12644,1,1,0
+826,2010,1,1,0
+835,2029,1,0,1
+854,6842,1,0,1
+876,999,1,1,0
+882,2231,1,0,1
+888,3202,1,1,0
+908,130472,1,1,0
+929,4311,1,1,0
+931,5519,1,0,1
+949,5519,1,1,0
+955,130472,1,1,0
+983,6842,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json
new file mode 100644
index 0000000..0587ea2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28723,
+  "requested": 106,
+  "accepted_requests": 82,
+  "rejected_requests": 24,
+  "arriving_edges": 13946997,
+  "accepted_arriving_edges": 12851275,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a219e658fd81b009f793ac718e323efd9464db8b3d63299f629c5210a80e0478",
+    "final_apl_state_float32": [
+      148.7150115966797,
+      169.22805786132812
+    ],
+    "final_apl_state_u32_bits": [
+      1125431051,
+      1126775394
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4648579700005939,
+  "diagnostic_simulation_seconds": 5.4222442009995575,
+  "wall_seconds": 6.433159230000456,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce",
+    "requests.npz": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c814d68
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "5535407479aff5990555e708c1888e74e121d5ff40ad65950df699c848efb8a0",
+  "final_apl_state_float32": [
+    154.47943115234375,
+    164.6801300048828
+  ],
+  "final_apl_state_u32_bits": [
+    1125808828,
+    1126477341
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..87f7ce9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,2994,1,1,0
+39,2231,1,1,0
+43,1514,1,1,0
+48,4311,1,1,0
+54,3161,1,1,0
+62,159,1,1,0
+63,7781,1,1,0
+64,7781,1,0,1
+83,130753,1,1,0
+106,2927,1,1,0
+107,2970,1,1,0
+126,4311,1,1,0
+162,4505,1,1,0
+170,5519,1,0,1
+182,6842,1,1,0
+185,130753,1,1,0
+191,1011,1,1,0
+193,1514,1,1,0
+199,4505,1,1,0
+209,1011,1,0,1
+214,4505,1,0,1
+216,2535,1,1,0
+216,130472,1,1,0
+221,2493,1,1,0
+232,6842,1,1,0
+250,4311,1,0,1
+268,2010,1,1,0
+278,159,1,1,0
+291,131226,1,1,0
+308,9370,1,1,0
+313,8001,1,0,1
+316,8001,1,0,1
+324,999,1,1,0
+325,4505,1,1,0
+326,12644,1,1,0
+328,130753,1,1,0
+333,21802,1,1,0
+340,1191,1,1,0
+340,5519,1,1,0
+360,7781,1,0,1
+364,8504,1,1,0
+374,7781,1,1,0
+376,130472,1,1,0
+387,12644,1,1,0
+399,4505,1,0,1
+408,6842,1,1,0
+412,1011,1,0,1
+428,7781,1,1,0
+430,3202,1,0,1
+431,6842,1,1,0
+434,2943,1,1,0
+445,331,1,1,0
+462,7781,1,1,0
+476,2231,1,0,1
+487,1890,1,0,1
+490,999,1,1,0
+504,1011,1,1,0
+511,4311,1,1,0
+524,130753,1,0,1
+534,2029,1,1,0
+553,3345,1,1,0
+555,2010,1,1,0
+567,9370,1,1,0
+568,2010,1,0,1
+573,5519,1,1,0
+579,130753,1,1,0
+586,999,1,0,1
+588,5519,1,0,1
+598,2010,1,1,0
+603,130753,1,1,0
+618,4311,1,1,0
+623,130472,1,1,0
+627,3252,1,1,0
+632,522,1,1,0
+633,4505,1,1,0
+634,2943,1,1,0
+654,4505,1,0,1
+655,4505,1,1,0
+657,2231,1,0,1
+660,7781,1,1,0
+671,6842,1,1,0
+682,1011,1,0,1
+682,3252,1,1,0
+683,6842,1,0,1
+688,4311,1,0,1
+707,999,1,1,0
+726,130497,1,0,1
+733,2231,1,1,0
+739,4311,1,1,0
+746,2029,1,1,0
+753,2029,1,0,1
+762,2586,1,1,0
+766,3161,1,1,0
+809,3252,1,0,1
+822,6842,1,0,1
+831,131226,1,1,0
+838,999,1,1,0
+838,10769,1,1,0
+842,4505,1,1,0
+842,5519,1,1,0
+853,9188,1,1,0
+861,4311,1,1,0
+866,5519,1,1,0
+873,4505,1,1,0
+887,2601,1,0,1
+903,1011,1,0,1
+904,4505,1,1,0
+921,1514,1,1,0
+928,2601,1,1,0
+936,2231,1,0,1
+939,130472,1,0,1
+948,4311,1,1,0
+952,2493,1,0,1
+977,3252,1,0,1
+979,4311,1,1,0
+983,14839,1,1,0
+984,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json
new file mode 100644
index 0000000..6e2add2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30073,
+  "requested": 117,
+  "accepted_requests": 85,
+  "rejected_requests": 32,
+  "arriving_edges": 14430861,
+  "accepted_arriving_edges": 13289867,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "5535407479aff5990555e708c1888e74e121d5ff40ad65950df699c848efb8a0",
+    "final_apl_state_float32": [
+      154.47943115234375,
+      164.6801300048828
+    ],
+    "final_apl_state_u32_bits": [
+      1125808828,
+      1126477341
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46606702799908817,
+  "diagnostic_simulation_seconds": 5.448671415000717,
+  "wall_seconds": 6.465235210998799,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7",
+    "requests.npz": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d995770
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "281f3dc66143deea13b82009430465db5c09cfea565986737fdcd98705b38773",
+  "final_apl_state_float32": [
+    151.119384765625,
+    171.8695526123047
+  ],
+  "final_apl_state_u32_bits": [
+    1125588624,
+    1126948507
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..45ef30a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv
@@ -0,0 +1,89 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2347,1,1,0
+20,130753,1,1,0
+32,999,1,1,0
+67,130753,1,1,0
+79,7781,1,1,0
+121,3252,1,1,0
+126,2586,1,1,0
+137,1191,1,1,0
+144,999,1,1,0
+155,4311,1,1,0
+159,2231,1,1,0
+180,6842,1,0,1
+197,5519,1,0,1
+207,3202,1,1,0
+214,12644,1,1,0
+215,2601,1,1,0
+244,159,1,0,1
+245,2010,1,1,0
+249,5519,1,1,0
+256,999,1,1,0
+273,12644,1,1,0
+276,999,1,0,1
+297,131226,1,1,0
+331,999,1,0,1
+331,10769,1,1,0
+341,4311,1,0,1
+358,5519,1,1,0
+361,2029,1,1,0
+371,1514,1,0,1
+380,130753,1,0,1
+382,7679,1,1,0
+390,1011,1,0,1
+400,2231,1,1,0
+421,2943,1,0,1
+426,999,1,1,0
+430,9188,1,1,0
+438,5519,1,1,0
+467,2010,1,0,1
+469,2347,1,1,0
+476,999,1,1,0
+478,189,1,1,0
+480,130753,1,1,0
+490,2493,1,1,0
+494,2231,1,1,0
+494,131226,1,0,1
+502,131226,1,0,1
+538,999,1,0,1
+547,5519,1,1,0
+581,2586,1,0,1
+592,2231,1,1,0
+610,3202,1,0,1
+626,1514,1,0,1
+632,130753,1,0,1
+641,9370,1,1,0
+661,3252,1,1,0
+666,14839,1,1,0
+671,6842,1,1,0
+678,9188,1,1,0
+684,4311,1,1,0
+689,130753,1,0,1
+691,2231,1,1,0
+693,3161,1,1,0
+699,2994,1,1,0
+704,6842,1,1,0
+728,2029,1,1,0
+748,8504,1,1,0
+760,1191,1,1,0
+797,2231,1,1,0
+815,2010,1,1,0
+817,3252,1,1,0
+822,14839,1,0,1
+823,4505,1,1,0
+848,3202,1,1,0
+870,5519,1,1,0
+870,12644,1,1,0
+880,3202,1,1,0
+884,189,1,1,0
+898,10769,1,1,0
+917,159,1,1,0
+922,130472,1,1,0
+946,2010,1,0,1
+952,1514,1,0,1
+953,3202,1,1,0
+953,4311,1,1,0
+966,8001,1,1,0
+979,2970,1,0,1
+993,14839,1,1,0
+998,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json
new file mode 100644
index 0000000..6a2e59b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-01-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29207,
+  "requested": 88,
+  "accepted_requests": 65,
+  "rejected_requests": 23,
+  "arriving_edges": 14202136,
+  "accepted_arriving_edges": 13098702,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "281f3dc66143deea13b82009430465db5c09cfea565986737fdcd98705b38773",
+    "final_apl_state_float32": [
+      151.119384765625,
+      171.8695526123047
+    ],
+    "final_apl_state_u32_bits": [
+      1125588624,
+      1126948507
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46811089900074876,
+  "diagnostic_simulation_seconds": 5.38933921699936,
+  "wall_seconds": 6.404002323000896,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c",
+    "requests.npz": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2b553f6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+  "final_apl_state_float32": [
+    151.144775390625,
+    171.73756408691406
+  ],
+  "final_apl_state_u32_bits": [
+    1125590288,
+    1126939857
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..0544ba9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv
@@ -0,0 +1,93 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,159,1,1,0
+21,7322,1,1,0
+22,2029,1,1,0
+28,530,1,1,0
+36,4786,1,1,0
+46,3244,1,1,0
+70,530,1,1,0
+85,4768,1,1,0
+85,4786,1,1,0
+88,530,1,0,1
+88,999,1,1,0
+96,130753,1,1,0
+102,2029,1,1,0
+122,130753,1,1,0
+139,999,1,1,0
+141,710,1,1,0
+144,434,1,1,0
+146,132659,1,1,0
+164,130257,1,1,0
+180,4786,1,1,0
+183,6721,1,1,0
+192,79514,1,1,0
+193,434,1,0,1
+237,6721,1,1,0
+264,133666,1,1,0
+293,530,1,1,0
+300,130753,1,1,0
+366,1011,1,0,1
+367,54264,1,1,0
+415,571,1,1,0
+426,530,1,0,1
+432,999,1,1,0
+459,434,1,0,1
+460,9052,1,1,0
+465,360,1,0,1
+474,522,1,0,1
+493,4624,1,1,0
+497,1011,1,1,0
+509,1011,1,0,1
+510,999,1,0,1
+512,522,1,1,0
+550,999,1,1,0
+570,189,1,1,0
+577,189,1,0,1
+589,360,1,0,1
+612,1011,1,1,0
+623,1011,1,0,1
+624,132659,1,0,1
+632,159,1,1,0
+634,2029,1,1,0
+637,130257,1,0,1
+651,530,1,1,0
+651,710,1,0,1
+666,6721,1,1,0
+673,159,1,1,0
+676,360,1,0,1
+678,2552,1,0,1
+705,522,1,1,0
+713,7680,1,1,0
+724,530,1,1,0
+730,4786,1,1,0
+733,710,1,0,1
+733,813,1,0,1
+733,7680,1,0,1
+744,2160,1,1,0
+745,6721,1,1,0
+750,710,1,1,0
+751,2157,1,0,1
+760,130753,1,1,0
+795,360,1,1,0
+798,813,1,1,0
+800,1011,1,1,0
+804,522,1,1,0
+815,7680,1,0,1
+817,130753,1,1,0
+821,1927,1,1,0
+840,9052,1,1,0
+858,530,1,1,0
+859,130753,1,1,0
+866,7322,1,1,0
+874,999,1,1,0
+880,132659,1,1,0
+895,130257,1,1,0
+900,710,1,0,1
+916,434,1,0,1
+939,710,1,0,1
+941,1011,1,0,1
+951,2552,1,1,0
+962,4786,1,1,0
+965,813,1,1,0
+969,530,1,1,0
+977,813,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json
new file mode 100644
index 0000000..b105cee
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29608,
+  "requested": 92,
+  "accepted_requests": 65,
+  "rejected_requests": 27,
+  "arriving_edges": 14572535,
+  "accepted_arriving_edges": 13414678,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+    "final_apl_state_float32": [
+      151.144775390625,
+      171.73756408691406
+    ],
+    "final_apl_state_u32_bits": [
+      1125590288,
+      1126939857
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4632169780015829,
+  "diagnostic_simulation_seconds": 5.497906382999645,
+  "wall_seconds": 6.518349901001784,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+    "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..2b553f6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+  "final_apl_state_float32": [
+    151.144775390625,
+    171.73756408691406
+  ],
+  "final_apl_state_u32_bits": [
+    1125590288,
+    1126939857
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..0544ba9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv
@@ -0,0 +1,93 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,159,1,1,0
+21,7322,1,1,0
+22,2029,1,1,0
+28,530,1,1,0
+36,4786,1,1,0
+46,3244,1,1,0
+70,530,1,1,0
+85,4768,1,1,0
+85,4786,1,1,0
+88,530,1,0,1
+88,999,1,1,0
+96,130753,1,1,0
+102,2029,1,1,0
+122,130753,1,1,0
+139,999,1,1,0
+141,710,1,1,0
+144,434,1,1,0
+146,132659,1,1,0
+164,130257,1,1,0
+180,4786,1,1,0
+183,6721,1,1,0
+192,79514,1,1,0
+193,434,1,0,1
+237,6721,1,1,0
+264,133666,1,1,0
+293,530,1,1,0
+300,130753,1,1,0
+366,1011,1,0,1
+367,54264,1,1,0
+415,571,1,1,0
+426,530,1,0,1
+432,999,1,1,0
+459,434,1,0,1
+460,9052,1,1,0
+465,360,1,0,1
+474,522,1,0,1
+493,4624,1,1,0
+497,1011,1,1,0
+509,1011,1,0,1
+510,999,1,0,1
+512,522,1,1,0
+550,999,1,1,0
+570,189,1,1,0
+577,189,1,0,1
+589,360,1,0,1
+612,1011,1,1,0
+623,1011,1,0,1
+624,132659,1,0,1
+632,159,1,1,0
+634,2029,1,1,0
+637,130257,1,0,1
+651,530,1,1,0
+651,710,1,0,1
+666,6721,1,1,0
+673,159,1,1,0
+676,360,1,0,1
+678,2552,1,0,1
+705,522,1,1,0
+713,7680,1,1,0
+724,530,1,1,0
+730,4786,1,1,0
+733,710,1,0,1
+733,813,1,0,1
+733,7680,1,0,1
+744,2160,1,1,0
+745,6721,1,1,0
+750,710,1,1,0
+751,2157,1,0,1
+760,130753,1,1,0
+795,360,1,1,0
+798,813,1,1,0
+800,1011,1,1,0
+804,522,1,1,0
+815,7680,1,0,1
+817,130753,1,1,0
+821,1927,1,1,0
+840,9052,1,1,0
+858,530,1,1,0
+859,130753,1,1,0
+866,7322,1,1,0
+874,999,1,1,0
+880,132659,1,1,0
+895,130257,1,1,0
+900,710,1,0,1
+916,434,1,0,1
+939,710,1,0,1
+941,1011,1,0,1
+951,2552,1,1,0
+962,4786,1,1,0
+965,813,1,1,0
+969,530,1,1,0
+977,813,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json
new file mode 100644
index 0000000..99d761d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29608,
+  "requested": 92,
+  "accepted_requests": 65,
+  "rejected_requests": 27,
+  "arriving_edges": 14572535,
+  "accepted_arriving_edges": 13414678,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+    "final_apl_state_float32": [
+      151.144775390625,
+      171.73756408691406
+    ],
+    "final_apl_state_u32_bits": [
+      1125590288,
+      1126939857
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46741476299939677,
+  "diagnostic_simulation_seconds": 5.422011016002216,
+  "wall_seconds": 6.434010377997765,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+    "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..eab279a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "03364daf67494cf9bb3b1b316932275def246565b296906b4d08e7e981b9c097",
+  "final_apl_state_float32": [
+    152.07362365722656,
+    171.370849609375
+  ],
+  "final_apl_state_u32_bits": [
+    1125651161,
+    1126915824
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..1de9029
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+9,813,1,1,0
+9,54264,1,1,0
+12,130257,1,1,0
+23,132659,1,1,0
+24,360,1,1,0
+30,4786,1,1,0
+38,130753,1,1,0
+39,2157,1,1,0
+41,4786,1,0,1
+65,97,1,1,0
+65,9052,1,1,0
+75,2552,1,1,0
+78,1011,1,1,0
+80,434,1,1,0
+80,2157,1,1,0
+87,530,1,1,0
+100,434,1,0,1
+101,7680,1,1,0
+114,530,1,1,0
+114,54264,1,1,0
+116,434,1,1,0
+126,522,1,1,0
+126,4624,1,1,0
+131,4624,1,0,1
+169,434,1,0,1
+171,710,1,1,0
+205,360,1,1,0
+217,54264,1,1,0
+223,530,1,1,0
+249,159,1,0,1
+250,813,1,1,0
+251,133666,1,1,0
+265,9052,1,0,1
+266,6721,1,1,0
+275,331,1,1,0
+276,2029,1,1,0
+290,999,1,0,1
+302,97,1,1,0
+310,522,1,0,1
+315,2157,1,0,1
+319,622,1,0,1
+326,133666,1,1,0
+327,813,1,1,0
+330,360,1,1,0
+353,133666,1,1,0
+354,434,1,1,0
+361,4768,1,1,0
+376,1372,1,1,0
+380,4786,1,1,0
+406,4624,1,1,0
+412,813,1,0,1
+422,710,1,0,1
+424,710,1,0,1
+449,2157,1,0,1
+468,54264,1,1,0
+489,9052,1,0,1
+501,9052,1,1,0
+515,4786,1,1,0
+524,530,1,1,0
+525,54264,1,1,0
+552,6721,1,1,0
+570,4786,1,1,0
+573,434,1,1,0
+595,1372,1,1,0
+598,710,1,1,0
+616,54264,1,1,0
+618,6721,1,1,0
+629,3244,1,1,0
+642,1011,1,1,0
+648,2029,1,1,0
+655,999,1,0,1
+659,530,1,1,0
+673,522,1,1,0
+691,4786,1,1,0
+702,130753,1,1,0
+713,97,1,1,0
+713,6721,1,1,0
+723,97,1,0,1
+729,434,1,1,0
+745,522,1,1,0
+747,434,1,0,1
+749,130257,1,0,1
+762,999,1,1,0
+774,3244,1,1,0
+780,2157,1,0,1
+782,7322,1,1,0
+786,130753,1,1,0
+806,189,1,0,1
+809,79514,1,1,0
+820,666,1,1,0
+848,1011,1,0,1
+851,2552,1,1,0
+852,2157,1,0,1
+859,132659,1,1,0
+866,360,1,1,0
+868,530,1,0,1
+871,7680,1,1,0
+877,360,1,0,1
+882,132659,1,1,0
+899,3244,1,1,0
+902,530,1,0,1
+904,159,1,0,1
+914,434,1,1,0
+921,133666,1,0,1
+932,999,1,1,0
+935,666,1,0,1
+937,530,1,0,1
+974,2552,1,0,1
+982,79514,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json
new file mode 100644
index 0000000..2721241
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30410,
+  "requested": 109,
+  "accepted_requests": 78,
+  "rejected_requests": 31,
+  "arriving_edges": 14735034,
+  "accepted_arriving_edges": 13554697,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "03364daf67494cf9bb3b1b316932275def246565b296906b4d08e7e981b9c097",
+    "final_apl_state_float32": [
+      152.07362365722656,
+      171.370849609375
+    ],
+    "final_apl_state_u32_bits": [
+      1125651161,
+      1126915824
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.49242412199964747,
+  "diagnostic_simulation_seconds": 5.484954804000154,
+  "wall_seconds": 6.539259250002942,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5",
+    "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..8ecc895
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "41c9262cbba581034e6c1237ddf6b06616aec4c5798ccd784e9214b4f7a22106",
+  "final_apl_state_float32": [
+    151.54104614257812,
+    167.2646026611328
+  ],
+  "final_apl_state_u32_bits": [
+    1125616258,
+    1126646717
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..d062667
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv
@@ -0,0 +1,117 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,132659,1,1,0
+18,4786,1,1,0
+42,999,1,1,0
+49,434,1,1,0
+53,132659,1,1,0
+56,132659,1,0,1
+60,79514,1,1,0
+70,6721,1,1,0
+72,4768,1,1,0
+94,9052,1,1,0
+105,999,1,1,0
+117,189,1,1,0
+120,6721,1,1,0
+126,79514,1,1,0
+130,2029,1,1,0
+144,1011,1,0,1
+170,97,1,1,0
+186,2157,1,1,0
+190,522,1,1,0
+213,434,1,0,1
+233,813,1,0,1
+234,1927,1,1,0
+235,530,1,1,0
+244,2157,1,1,0
+245,6721,1,1,0
+251,132659,1,1,0
+262,1372,1,1,0
+279,522,1,1,0
+284,434,1,0,1
+287,189,1,0,1
+288,7680,1,1,0
+291,9052,1,1,0
+312,530,1,0,1
+313,130753,1,1,0
+317,666,1,0,1
+318,2552,1,1,0
+319,2552,1,0,1
+322,7680,1,1,0
+328,813,1,1,0
+329,530,1,1,0
+341,1372,1,0,1
+348,4786,1,1,0
+352,522,1,0,1
+362,2029,1,1,0
+372,1011,1,1,0
+378,189,1,0,1
+378,434,1,0,1
+387,9052,1,1,0
+388,813,1,0,1
+397,130753,1,1,0
+408,522,1,1,0
+413,189,1,0,1
+464,159,1,1,0
+465,999,1,1,0
+468,79514,1,1,0
+471,710,1,0,1
+507,360,1,1,0
+508,133666,1,0,1
+512,132659,1,1,0
+513,530,1,1,0
+514,4624,1,1,0
+530,159,1,0,1
+533,999,1,0,1
+546,132659,1,1,0
+559,2160,1,1,0
+563,360,1,0,1
+569,9052,1,1,0
+572,530,1,1,0
+584,6721,1,1,0
+592,132659,1,1,0
+630,360,1,0,1
+636,1011,1,1,0
+640,1927,1,0,1
+660,2029,1,1,0
+661,2029,1,0,1
+684,6721,1,1,0
+689,999,1,1,0
+689,4624,1,1,0
+695,710,1,0,1
+706,530,1,0,1
+710,522,1,1,0
+710,3244,1,1,0
+728,1927,1,1,0
+729,813,1,1,0
+733,522,1,1,0
+752,2157,1,1,0
+754,2552,1,0,1
+757,813,1,1,0
+761,79514,1,1,0
+767,360,1,0,1
+773,331,1,1,0
+778,54264,1,1,0
+782,132659,1,0,1
+794,434,1,0,1
+794,1011,1,1,0
+800,710,1,0,1
+802,622,1,1,0
+824,530,1,0,1
+826,1927,1,1,0
+826,133666,1,1,0
+852,159,1,0,1
+852,2552,1,1,0
+876,130257,1,0,1
+883,530,1,0,1
+891,666,1,0,1
+892,522,1,0,1
+899,530,1,0,1
+900,133666,1,1,0
+902,522,1,1,0
+933,434,1,1,0
+946,130497,1,1,0
+964,530,1,0,1
+980,7322,1,1,0
+992,130753,1,1,0
+995,130257,1,1,0
+996,2160,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json
new file mode 100644
index 0000000..411c27a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29775,
+  "requested": 116,
+  "accepted_requests": 78,
+  "rejected_requests": 38,
+  "arriving_edges": 14426158,
+  "accepted_arriving_edges": 13261038,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "41c9262cbba581034e6c1237ddf6b06616aec4c5798ccd784e9214b4f7a22106",
+    "final_apl_state_float32": [
+      151.54104614257812,
+      167.2646026611328
+    ],
+    "final_apl_state_u32_bits": [
+      1125616258,
+      1126646717
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46116712000002735,
+  "diagnostic_simulation_seconds": 5.522541245998582,
+  "wall_seconds": 6.515910584002995,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447",
+    "requests.npz": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fc40e34
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "30f84a5b28e420c8edb167b0e417008a8a4b0ed06b6a24fea799714c84a2e7ee",
+  "final_apl_state_float32": [
+    154.90835571289062,
+    166.62001037597656
+  ],
+  "final_apl_state_u32_bits": [
+    1125836938,
+    1126604473
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..837d0f7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,2029,1,1,0
+24,7322,1,1,0
+36,133666,1,1,0
+43,999,1,1,0
+55,434,1,1,0
+60,434,1,0,1
+61,666,1,1,0
+77,710,1,1,0
+79,7322,1,1,0
+82,710,1,0,1
+87,710,1,0,1
+88,666,1,1,0
+88,133666,1,1,0
+97,54264,1,1,0
+112,434,1,1,0
+117,7322,1,1,0
+150,1372,1,1,0
+152,434,1,1,0
+177,4786,1,1,0
+180,530,1,0,1
+187,434,1,1,0
+228,1372,1,1,0
+239,97,1,1,0
+239,9052,1,1,0
+244,434,1,0,1
+246,999,1,0,1
+254,434,1,1,0
+270,666,1,1,0
+270,130753,1,0,1
+300,360,1,1,0
+301,130257,1,1,0
+305,571,1,1,0
+305,133666,1,0,1
+312,622,1,1,0
+322,79514,1,1,0
+333,4624,1,1,0
+342,133666,1,0,1
+344,813,1,1,0
+350,710,1,1,0
+357,360,1,0,1
+359,130753,1,1,0
+379,530,1,0,1
+385,97,1,1,0
+392,53508,1,1,0
+401,189,1,0,1
+401,530,1,1,0
+411,6721,1,1,0
+420,9052,1,1,0
+426,6721,1,0,1
+434,571,1,1,0
+441,79514,1,1,0
+445,7680,1,1,0
+447,132659,1,0,1
+457,79514,1,0,1
+458,999,1,1,0
+460,2157,1,1,0
+463,710,1,1,0
+470,434,1,0,1
+473,54264,1,1,0
+480,1011,1,1,0
+481,4624,1,1,0
+505,55121,1,1,0
+507,7680,1,1,0
+513,1372,1,1,0
+527,54264,1,1,0
+532,1011,1,1,0
+546,2160,1,1,0
+559,710,1,0,1
+562,6721,1,1,0
+575,130257,1,1,0
+577,360,1,1,0
+579,530,1,0,1
+581,4624,1,1,0
+587,710,1,1,0
+603,4624,1,1,0
+608,710,1,0,1
+613,2552,1,1,0
+628,2157,1,1,0
+644,4768,1,1,0
+645,7322,1,1,0
+649,360,1,1,0
+651,999,1,1,0
+651,53508,1,1,0
+691,7322,1,1,0
+711,2029,1,1,0
+718,434,1,0,1
+738,530,1,1,0
+748,1011,1,0,1
+753,7322,1,1,0
+771,530,1,1,0
+773,7680,1,1,0
+781,666,1,1,0
+783,2552,1,1,0
+799,130257,1,1,0
+801,2029,1,1,0
+805,7680,1,1,0
+829,130753,1,1,0
+829,132659,1,1,0
+843,6721,1,1,0
+845,360,1,1,0
+879,813,1,0,1
+892,54264,1,1,0
+895,4768,1,0,1
+896,1011,1,0,1
+913,1011,1,1,0
+922,2160,1,1,0
+930,360,1,1,0
+934,97,1,0,1
+946,6721,1,1,0
+962,130753,1,1,0
+988,530,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json
new file mode 100644
index 0000000..467d8cc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30196,
+  "requested": 111,
+  "accepted_requests": 86,
+  "rejected_requests": 25,
+  "arriving_edges": 14663071,
+  "accepted_arriving_edges": 13513472,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "30f84a5b28e420c8edb167b0e417008a8a4b0ed06b6a24fea799714c84a2e7ee",
+    "final_apl_state_float32": [
+      154.90835571289062,
+      166.62001037597656
+    ],
+    "final_apl_state_u32_bits": [
+      1125836938,
+      1126604473
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46531015199798276,
+  "diagnostic_simulation_seconds": 5.39245148199916,
+  "wall_seconds": 6.400832911996986,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb",
+    "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d8646b3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8a8cf45def453dabfb10038b27374663524e0f8644c86c163e285aeef1317235",
+  "final_apl_state_float32": [
+    150.0680694580078,
+    166.87953186035156
+  ],
+  "final_apl_state_u32_bits": [
+    1125519725,
+    1126621481
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..92dc063
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv
@@ -0,0 +1,98 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,360,1,1,0
+9,7322,1,1,0
+16,530,1,1,0
+28,434,1,1,0
+33,434,1,0,1
+45,7322,1,1,0
+51,434,1,1,0
+69,130257,1,1,0
+111,1372,1,0,1
+123,97,1,1,0
+132,530,1,0,1
+134,130753,1,1,0
+138,4786,1,1,0
+147,4624,1,0,1
+167,1372,1,1,0
+171,2160,1,0,1
+178,4624,1,1,0
+180,189,1,1,0
+194,3244,1,1,0
+203,4786,1,1,0
+219,9052,1,0,1
+225,522,1,1,0
+236,4624,1,1,0
+254,132659,1,1,0
+298,434,1,0,1
+302,434,1,0,1
+302,2552,1,0,1
+303,6721,1,1,0
+321,999,1,1,0
+338,2157,1,1,0
+343,54264,1,1,0
+344,4624,1,1,0
+345,813,1,0,1
+354,434,1,1,0
+378,130257,1,1,0
+384,2029,1,1,0
+385,132659,1,1,0
+389,360,1,1,0
+389,530,1,1,0
+393,530,1,0,1
+399,130257,1,0,1
+406,813,1,1,0
+410,813,1,0,1
+429,360,1,1,0
+452,9052,1,1,0
+467,2160,1,1,0
+474,4624,1,1,0
+477,522,1,1,0
+480,813,1,1,0
+490,571,1,1,0
+495,530,1,1,0
+528,189,1,0,1
+528,710,1,0,1
+529,1011,1,1,0
+535,530,1,0,1
+538,130257,1,0,1
+559,79514,1,1,0
+583,434,1,1,0
+591,130753,1,1,0
+594,7322,1,1,0
+601,1011,1,1,0
+617,7322,1,1,0
+623,331,1,0,1
+645,999,1,1,0
+659,159,1,0,1
+659,530,1,0,1
+662,4786,1,1,0
+671,813,1,1,0
+674,4786,1,0,1
+692,434,1,1,0
+698,666,1,1,0
+703,530,1,0,1
+709,132659,1,0,1
+727,522,1,1,0
+749,434,1,1,0
+754,434,1,0,1
+788,434,1,1,0
+820,189,1,0,1
+823,2157,1,1,0
+847,189,1,1,0
+887,9052,1,1,0
+892,530,1,1,0
+893,434,1,0,1
+894,132659,1,0,1
+904,1927,1,0,1
+923,434,1,0,1
+932,622,1,1,0
+939,79514,1,1,0
+955,97,1,1,0
+956,189,1,1,0
+970,434,1,0,1
+972,999,1,1,0
+978,2029,1,1,0
+986,360,1,0,1
+988,434,1,1,0
+993,710,1,0,1
+995,530,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json
new file mode 100644
index 0000000..6b5fc2e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-02-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31102,
+  "requested": 97,
+  "accepted_requests": 65,
+  "rejected_requests": 32,
+  "arriving_edges": 15169067,
+  "accepted_arriving_edges": 13975324,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8a8cf45def453dabfb10038b27374663524e0f8644c86c163e285aeef1317235",
+    "final_apl_state_float32": [
+      150.0680694580078,
+      166.87953186035156
+    ],
+    "final_apl_state_u32_bits": [
+      1125519725,
+      1126621481
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4644823960006761,
+  "diagnostic_simulation_seconds": 5.478951282002527,
+  "wall_seconds": 6.4888685760015505,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264",
+    "requests.npz": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..cf3e1d0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c68347838ce40e6c488ae8895cddbd009a7200d96b9f553f340f08bd7f078134",
+  "final_apl_state_float32": [
+    151.40023803710938,
+    168.25015258789062
+  ],
+  "final_apl_state_u32_bits": [
+    1125607030,
+    1126711306
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..f8e961c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv
@@ -0,0 +1,86 @@
+tick,neuron_idx,attempted,accepted,rejected
+27,129486,1,1,0
+29,8001,1,1,0
+32,607,1,1,0
+32,1022,1,1,0
+33,607,1,0,1
+57,700,1,1,0
+68,710,1,1,0
+69,10769,1,1,0
+71,1022,1,1,0
+75,710,1,0,1
+112,1022,1,1,0
+127,2021,1,1,0
+128,2029,1,1,0
+132,2029,1,0,1
+149,700,1,1,0
+153,607,1,1,0
+158,700,1,0,1
+168,132659,1,1,0
+209,9188,1,1,0
+211,1022,1,1,0
+217,700,1,0,1
+219,132659,1,0,1
+224,700,1,0,1
+247,14839,1,0,1
+263,710,1,0,1
+266,700,1,0,1
+271,1022,1,0,1
+271,9188,1,1,0
+275,130753,1,1,0
+288,129486,1,1,0
+289,132659,1,1,0
+306,132659,1,0,1
+339,700,1,1,0
+354,700,1,0,1
+356,130753,1,0,1
+397,710,1,0,1
+400,700,1,0,1
+439,999,1,1,0
+450,1695,1,1,0
+471,1022,1,1,0
+475,4605,1,1,0
+495,700,1,1,0
+499,1022,1,1,0
+519,1022,1,0,1
+549,130753,1,1,0
+551,21802,1,1,0
+567,700,1,0,1
+579,700,1,1,0
+623,530,1,0,1
+632,710,1,0,1
+632,132659,1,0,1
+648,2029,1,0,1
+662,1022,1,1,0
+667,1022,1,0,1
+688,700,1,0,1
+688,132659,1,1,0
+691,12644,1,1,0
+707,1022,1,1,0
+736,607,1,1,0
+740,1011,1,1,0
+742,1022,1,1,0
+746,9370,1,1,0
+748,700,1,0,1
+749,132659,1,0,1
+763,700,1,1,0
+765,2029,1,0,1
+769,434,1,1,0
+794,700,1,1,0
+800,1022,1,0,1
+825,2029,1,0,1
+851,999,1,1,0
+855,1011,1,1,0
+864,710,1,0,1
+877,700,1,1,0
+884,4605,1,1,0
+912,700,1,1,0
+918,130753,1,0,1
+932,700,1,0,1
+936,132659,1,1,0
+948,999,1,1,0
+956,2577,1,1,0
+962,530,1,0,1
+964,700,1,1,0
+976,999,1,1,0
+976,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json
new file mode 100644
index 0000000..9b7c872
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28840,
+  "requested": 85,
+  "accepted_requests": 52,
+  "rejected_requests": 33,
+  "arriving_edges": 13847188,
+  "accepted_arriving_edges": 12739340,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c68347838ce40e6c488ae8895cddbd009a7200d96b9f553f340f08bd7f078134",
+    "final_apl_state_float32": [
+      151.40023803710938,
+      168.25015258789062
+    ],
+    "final_apl_state_u32_bits": [
+      1125607030,
+      1126711306
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4650897760002408,
+  "diagnostic_simulation_seconds": 5.355459151000105,
+  "wall_seconds": 6.369119511000463,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+    "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..cf3e1d0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c68347838ce40e6c488ae8895cddbd009a7200d96b9f553f340f08bd7f078134",
+  "final_apl_state_float32": [
+    151.40023803710938,
+    168.25015258789062
+  ],
+  "final_apl_state_u32_bits": [
+    1125607030,
+    1126711306
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..f8e961c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv
@@ -0,0 +1,86 @@
+tick,neuron_idx,attempted,accepted,rejected
+27,129486,1,1,0
+29,8001,1,1,0
+32,607,1,1,0
+32,1022,1,1,0
+33,607,1,0,1
+57,700,1,1,0
+68,710,1,1,0
+69,10769,1,1,0
+71,1022,1,1,0
+75,710,1,0,1
+112,1022,1,1,0
+127,2021,1,1,0
+128,2029,1,1,0
+132,2029,1,0,1
+149,700,1,1,0
+153,607,1,1,0
+158,700,1,0,1
+168,132659,1,1,0
+209,9188,1,1,0
+211,1022,1,1,0
+217,700,1,0,1
+219,132659,1,0,1
+224,700,1,0,1
+247,14839,1,0,1
+263,710,1,0,1
+266,700,1,0,1
+271,1022,1,0,1
+271,9188,1,1,0
+275,130753,1,1,0
+288,129486,1,1,0
+289,132659,1,1,0
+306,132659,1,0,1
+339,700,1,1,0
+354,700,1,0,1
+356,130753,1,0,1
+397,710,1,0,1
+400,700,1,0,1
+439,999,1,1,0
+450,1695,1,1,0
+471,1022,1,1,0
+475,4605,1,1,0
+495,700,1,1,0
+499,1022,1,1,0
+519,1022,1,0,1
+549,130753,1,1,0
+551,21802,1,1,0
+567,700,1,0,1
+579,700,1,1,0
+623,530,1,0,1
+632,710,1,0,1
+632,132659,1,0,1
+648,2029,1,0,1
+662,1022,1,1,0
+667,1022,1,0,1
+688,700,1,0,1
+688,132659,1,1,0
+691,12644,1,1,0
+707,1022,1,1,0
+736,607,1,1,0
+740,1011,1,1,0
+742,1022,1,1,0
+746,9370,1,1,0
+748,700,1,0,1
+749,132659,1,0,1
+763,700,1,1,0
+765,2029,1,0,1
+769,434,1,1,0
+794,700,1,1,0
+800,1022,1,0,1
+825,2029,1,0,1
+851,999,1,1,0
+855,1011,1,1,0
+864,710,1,0,1
+877,700,1,1,0
+884,4605,1,1,0
+912,700,1,1,0
+918,130753,1,0,1
+932,700,1,0,1
+936,132659,1,1,0
+948,999,1,1,0
+956,2577,1,1,0
+962,530,1,0,1
+964,700,1,1,0
+976,999,1,1,0
+976,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json
new file mode 100644
index 0000000..9e8a074
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28840,
+  "requested": 85,
+  "accepted_requests": 52,
+  "rejected_requests": 33,
+  "arriving_edges": 13847188,
+  "accepted_arriving_edges": 12739340,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c68347838ce40e6c488ae8895cddbd009a7200d96b9f553f340f08bd7f078134",
+    "final_apl_state_float32": [
+      151.40023803710938,
+      168.25015258789062
+    ],
+    "final_apl_state_u32_bits": [
+      1125607030,
+      1126711306
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46215124599984847,
+  "diagnostic_simulation_seconds": 5.404176242998801,
+  "wall_seconds": 6.433392183000251,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+    "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d30bbc9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "e650b993b793ae3a3681ac68dd90ef7391df19a91302784f5a235d7b195384a8",
+  "final_apl_state_float32": [
+    146.3113555908203,
+    164.3286895751953
+  ],
+  "final_apl_state_u32_bits": [
+    1125273525,
+    1126454309
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..55c7c5f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+14,700,1,1,0
+14,21802,1,1,0
+22,700,1,0,1
+30,1022,1,1,0
+34,700,1,0,1
+37,21802,1,1,0
+46,9188,1,1,0
+58,2029,1,1,0
+59,710,1,1,0
+62,2029,1,0,1
+93,2577,1,1,0
+98,2021,1,1,0
+98,12644,1,1,0
+112,607,1,1,0
+117,130753,1,1,0
+120,9188,1,1,0
+130,999,1,1,0
+149,1022,1,1,0
+150,7679,1,1,0
+152,1695,1,1,0
+154,700,1,1,0
+165,710,1,0,1
+171,4605,1,1,0
+171,8001,1,1,0
+174,7679,1,1,0
+186,710,1,1,0
+190,8504,1,1,0
+197,1011,1,1,0
+253,132659,1,0,1
+256,1022,1,1,0
+281,1022,1,1,0
+282,132659,1,1,0
+292,2029,1,0,1
+308,4605,1,1,0
+326,21802,1,1,0
+329,1022,1,1,0
+332,132659,1,1,0
+334,999,1,1,0
+337,7679,1,0,1
+377,710,1,1,0
+377,1022,1,1,0
+398,2021,1,0,1
+400,9370,1,1,0
+412,2577,1,1,0
+435,2029,1,0,1
+453,2021,1,1,0
+457,710,1,1,0
+472,2029,1,1,0
+479,710,1,1,0
+490,710,1,0,1
+491,700,1,0,1
+505,700,1,1,0
+512,700,1,0,1
+529,4605,1,0,1
+530,710,1,1,0
+530,1022,1,1,0
+541,2021,1,1,0
+544,1022,1,0,1
+545,1022,1,0,1
+551,1022,1,0,1
+564,2577,1,1,0
+573,1022,1,1,0
+609,1022,1,1,0
+616,1022,1,0,1
+633,710,1,0,1
+636,710,1,1,0
+665,700,1,0,1
+673,2029,1,1,0
+687,1022,1,1,0
+689,700,1,1,0
+695,710,1,0,1
+702,4605,1,1,0
+734,2021,1,1,0
+736,1022,1,1,0
+745,1022,1,0,1
+747,700,1,0,1
+752,2021,1,0,1
+773,2029,1,1,0
+788,21802,1,1,0
+793,1011,1,0,1
+815,999,1,1,0
+828,700,1,1,0
+856,9188,1,1,0
+859,132659,1,0,1
+860,710,1,1,0
+893,14839,1,1,0
+897,710,1,1,0
+906,710,1,0,1
+907,700,1,0,1
+914,999,1,1,0
+924,700,1,1,0
+924,4605,1,1,0
+931,700,1,0,1
+932,700,1,0,1
+943,1695,1,1,0
+963,130753,1,0,1
+968,700,1,1,0
+972,607,1,1,0
+979,700,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json
new file mode 100644
index 0000000..c22e479
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27654,
+  "requested": 99,
+  "accepted_requests": 68,
+  "rejected_requests": 31,
+  "arriving_edges": 13424745,
+  "accepted_arriving_edges": 12345573,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "e650b993b793ae3a3681ac68dd90ef7391df19a91302784f5a235d7b195384a8",
+    "final_apl_state_float32": [
+      146.3113555908203,
+      164.3286895751953
+    ],
+    "final_apl_state_u32_bits": [
+      1125273525,
+      1126454309
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46559770399835543,
+  "diagnostic_simulation_seconds": 5.441230465999979,
+  "wall_seconds": 6.454694782998558,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26",
+    "requests.npz": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b60f14f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "bdbdcc685e89ff223c417f7ad7d4b65c6abbdb4e5be53eef05fd2638443d8250",
+  "final_apl_state_float32": [
+    151.81031799316406,
+    170.8678436279297
+  ],
+  "final_apl_state_u32_bits": [
+    1125633905,
+    1126882859
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..d0f7d60
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv
@@ -0,0 +1,111 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,1022,1,1,0
+12,132659,1,1,0
+28,9188,1,1,0
+35,1022,1,1,0
+63,2029,1,1,0
+73,132659,1,1,0
+84,132659,1,0,1
+90,129486,1,1,0
+91,1695,1,1,0
+95,1022,1,1,0
+106,9370,1,1,0
+108,12644,1,1,0
+114,1022,1,0,1
+118,1022,1,1,0
+118,2021,1,1,0
+125,700,1,1,0
+145,4605,1,1,0
+151,1022,1,1,0
+158,700,1,1,0
+163,710,1,0,1
+176,8504,1,1,0
+179,132659,1,1,0
+181,700,1,1,0
+181,9370,1,1,0
+189,129486,1,1,0
+195,607,1,1,0
+205,700,1,1,0
+216,130753,1,1,0
+250,1022,1,1,0
+255,2021,1,0,1
+269,700,1,0,1
+278,1022,1,1,0
+279,9188,1,1,0
+286,434,1,1,0
+319,132659,1,1,0
+320,710,1,1,0
+347,700,1,1,0
+350,700,1,0,1
+351,21802,1,1,0
+352,999,1,1,0
+366,9188,1,1,0
+368,130753,1,1,0
+371,700,1,1,0
+377,7679,1,1,0
+393,2577,1,0,1
+419,129486,1,1,0
+426,7679,1,1,0
+429,710,1,0,1
+437,2021,1,0,1
+471,14839,1,1,0
+475,700,1,1,0
+475,1011,1,1,0
+477,9975,1,1,0
+478,607,1,0,1
+489,1022,1,0,1
+493,530,1,1,0
+494,700,1,0,1
+497,130753,1,1,0
+512,14839,1,1,0
+514,1022,1,1,0
+523,9188,1,1,0
+529,434,1,1,0
+542,700,1,0,1
+546,1022,1,1,0
+547,2029,1,1,0
+558,130753,1,0,1
+567,1011,1,1,0
+568,2029,1,0,1
+581,2021,1,1,0
+588,21802,1,1,0
+620,8504,1,1,0
+649,2577,1,1,0
+654,1022,1,1,0
+663,1022,1,0,1
+693,434,1,0,1
+696,999,1,1,0
+698,9188,1,1,0
+702,129486,1,1,0
+706,1022,1,1,0
+736,1022,1,1,0
+739,7679,1,1,0
+741,700,1,0,1
+743,710,1,1,0
+744,1022,1,0,1
+763,710,1,0,1
+768,132659,1,1,0
+769,999,1,0,1
+772,8504,1,1,0
+774,1022,1,1,0
+795,999,1,1,0
+800,132659,1,1,0
+808,1022,1,1,0
+809,700,1,1,0
+811,1022,1,0,1
+819,132659,1,0,1
+838,130753,1,1,0
+854,2021,1,0,1
+854,132659,1,1,0
+877,9370,1,1,0
+888,132659,1,1,0
+890,710,1,1,0
+922,1022,1,1,0
+931,4605,1,1,0
+939,1022,1,0,1
+942,700,1,1,0
+946,21802,1,1,0
+954,130753,1,1,0
+960,21802,1,0,1
+990,607,1,1,0
+993,700,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json
new file mode 100644
index 0000000..423f96c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30028,
+  "requested": 110,
+  "accepted_requests": 84,
+  "rejected_requests": 26,
+  "arriving_edges": 14488586,
+  "accepted_arriving_edges": 13332441,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "bdbdcc685e89ff223c417f7ad7d4b65c6abbdb4e5be53eef05fd2638443d8250",
+    "final_apl_state_float32": [
+      151.81031799316406,
+      170.8678436279297
+    ],
+    "final_apl_state_u32_bits": [
+      1125633905,
+      1126882859
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46526334100053646,
+  "diagnostic_simulation_seconds": 5.3640398110001115,
+  "wall_seconds": 6.378911461997632,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869",
+    "requests.npz": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c1f289c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "16ddf26a1809604e421f2bbb6eeda837895bd0d7c17ff0e0abc237a1f303629c",
+  "final_apl_state_float32": [
+    151.793701171875,
+    169.40069580078125
+  ],
+  "final_apl_state_u32_bits": [
+    1125632816,
+    1126786708
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..8d7423e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+9,1022,1,1,0
+24,1022,1,0,1
+29,9975,1,1,0
+39,4605,1,1,0
+55,710,1,1,0
+61,700,1,1,0
+61,1022,1,1,0
+63,710,1,0,1
+82,132659,1,1,0
+90,7679,1,1,0
+91,1011,1,1,0
+101,2029,1,1,0
+103,700,1,1,0
+115,1022,1,1,0
+118,1022,1,0,1
+119,607,1,1,0
+120,1022,1,0,1
+123,710,1,1,0
+130,1022,1,0,1
+132,8504,1,1,0
+133,710,1,0,1
+137,700,1,1,0
+166,700,1,1,0
+176,607,1,1,0
+201,1022,1,1,0
+202,1022,1,0,1
+225,2577,1,1,0
+228,7679,1,1,0
+266,2029,1,1,0
+268,1022,1,0,1
+269,710,1,0,1
+280,132659,1,0,1
+289,700,1,0,1
+295,700,1,1,0
+342,2577,1,1,0
+347,132659,1,0,1
+359,2021,1,1,0
+369,2029,1,0,1
+385,1695,1,1,0
+388,1022,1,0,1
+392,710,1,1,0
+405,1695,1,0,1
+405,8504,1,1,0
+408,129486,1,1,0
+436,700,1,1,0
+452,2577,1,1,0
+458,530,1,0,1
+458,1022,1,1,0
+468,1022,1,0,1
+483,129486,1,1,0
+491,132659,1,0,1
+500,1011,1,1,0
+509,132659,1,1,0
+514,710,1,1,0
+525,710,1,0,1
+528,700,1,1,0
+543,1022,1,0,1
+567,1011,1,0,1
+568,999,1,1,0
+578,12644,1,1,0
+589,7679,1,1,0
+601,999,1,1,0
+603,1022,1,0,1
+617,130753,1,0,1
+626,700,1,1,0
+651,700,1,1,0
+657,700,1,0,1
+668,1695,1,1,0
+670,710,1,1,0
+671,1022,1,0,1
+685,700,1,1,0
+687,2029,1,1,0
+688,129486,1,1,0
+690,9188,1,1,0
+694,1022,1,1,0
+705,7679,1,1,0
+710,21802,1,1,0
+720,130753,1,1,0
+722,1011,1,1,0
+741,710,1,1,0
+758,999,1,1,0
+761,1695,1,0,1
+770,14839,1,1,0
+791,21802,1,1,0
+796,4605,1,0,1
+798,130753,1,0,1
+819,9370,1,1,0
+821,1022,1,1,0
+838,1022,1,0,1
+845,1022,1,1,0
+862,700,1,1,0
+863,2577,1,1,0
+866,4605,1,0,1
+872,1011,1,1,0
+880,1022,1,1,0
+887,700,1,1,0
+905,1011,1,1,0
+910,700,1,1,0
+912,710,1,1,0
+919,607,1,1,0
+926,132659,1,0,1
+942,9188,1,1,0
+954,132659,1,1,0
+966,12644,1,1,0
+968,607,1,1,0
+972,700,1,0,1
+975,1022,1,0,1
+976,2021,1,1,0
+977,132659,1,1,0
+986,700,1,1,0
+986,999,1,0,1
+986,1022,1,0,1
+999,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json
new file mode 100644
index 0000000..05e5a54
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29329,
+  "requested": 113,
+  "accepted_requests": 78,
+  "rejected_requests": 35,
+  "arriving_edges": 14115277,
+  "accepted_arriving_edges": 12977125,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "16ddf26a1809604e421f2bbb6eeda837895bd0d7c17ff0e0abc237a1f303629c",
+    "final_apl_state_float32": [
+      151.793701171875,
+      169.40069580078125
+    ],
+    "final_apl_state_u32_bits": [
+      1125632816,
+      1126786708
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4728440099970612,
+  "diagnostic_simulation_seconds": 5.449805827000091,
+  "wall_seconds": 6.470789359998889,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295",
+    "requests.npz": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..08f2dd4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "5438925cbe49f4754f70b873f1359864e2a5d342663cdd164123744082898dc1",
+  "final_apl_state_float32": [
+    151.24147033691406,
+    163.81178283691406
+  ],
+  "final_apl_state_u32_bits": [
+    1125596625,
+    1126420433
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..fec8af4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv
@@ -0,0 +1,109 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,21802,1,1,0
+14,607,1,1,0
+25,1022,1,1,0
+27,1022,1,0,1
+49,132659,1,1,0
+68,607,1,1,0
+76,132659,1,1,0
+85,1022,1,1,0
+94,2029,1,1,0
+104,2577,1,1,0
+108,1022,1,1,0
+114,700,1,1,0
+135,700,1,0,1
+142,4605,1,1,0
+169,1022,1,1,0
+177,8504,1,1,0
+201,1695,1,0,1
+203,132659,1,1,0
+214,129486,1,1,0
+221,1011,1,1,0
+229,607,1,1,0
+238,1022,1,0,1
+251,14839,1,1,0
+256,130753,1,0,1
+268,7679,1,1,0
+268,8504,1,1,0
+270,1011,1,1,0
+271,2029,1,0,1
+276,700,1,0,1
+282,700,1,1,0
+291,10769,1,1,0
+305,2029,1,1,0
+307,1022,1,0,1
+327,1022,1,1,0
+329,2021,1,1,0
+336,21802,1,1,0
+342,700,1,0,1
+380,132659,1,1,0
+381,132659,1,0,1
+388,607,1,1,0
+389,1022,1,0,1
+406,710,1,1,0
+437,700,1,0,1
+442,700,1,0,1
+453,9975,1,1,0
+455,130753,1,1,0
+462,710,1,0,1
+482,9188,1,1,0
+507,9188,1,1,0
+517,8504,1,1,0
+518,700,1,1,0
+524,700,1,0,1
+526,129486,1,1,0
+535,700,1,0,1
+542,999,1,0,1
+561,4605,1,0,1
+568,14839,1,1,0
+576,607,1,1,0
+578,7679,1,1,0
+584,4605,1,1,0
+587,700,1,0,1
+593,710,1,0,1
+599,2577,1,1,0
+605,1022,1,1,0
+616,1022,1,0,1
+625,1022,1,0,1
+630,21802,1,1,0
+644,4605,1,1,0
+648,1022,1,1,0
+673,1022,1,1,0
+678,710,1,0,1
+690,1022,1,0,1
+695,1022,1,1,0
+700,130753,1,1,0
+712,8504,1,1,0
+717,700,1,0,1
+721,530,1,0,1
+727,1022,1,1,0
+730,1022,1,0,1
+735,700,1,0,1
+757,710,1,1,0
+764,1022,1,1,0
+773,999,1,1,0
+779,1022,1,0,1
+783,132659,1,1,0
+790,130753,1,1,0
+792,710,1,1,0
+792,1011,1,1,0
+804,1022,1,1,0
+808,14839,1,1,0
+817,1022,1,0,1
+819,700,1,1,0
+839,434,1,0,1
+840,710,1,0,1
+842,710,1,0,1
+862,710,1,1,0
+874,132659,1,1,0
+892,9975,1,1,0
+893,710,1,1,0
+909,1022,1,1,0
+916,700,1,0,1
+919,130753,1,0,1
+924,700,1,0,1
+926,607,1,1,0
+934,2577,1,1,0
+955,700,1,1,0
+968,9188,1,1,0
+988,999,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json
new file mode 100644
index 0000000..abc8fab
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-03-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29558,
+  "requested": 108,
+  "accepted_requests": 72,
+  "rejected_requests": 36,
+  "arriving_edges": 14174982,
+  "accepted_arriving_edges": 13026011,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "5438925cbe49f4754f70b873f1359864e2a5d342663cdd164123744082898dc1",
+    "final_apl_state_float32": [
+      151.24147033691406,
+      163.81178283691406
+    ],
+    "final_apl_state_u32_bits": [
+      1125596625,
+      1126420433
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4662624680022418,
+  "diagnostic_simulation_seconds": 5.423418033999042,
+  "wall_seconds": 6.435874925002281,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224",
+    "requests.npz": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..9faf8a6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+  "final_apl_state_float32": [
+    149.9444122314453,
+    164.92660522460938
+  ],
+  "final_apl_state_u32_bits": [
+    1125511621,
+    1126493494
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..e3a26d2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv
@@ -0,0 +1,106 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,7781,1,1,0
+17,159,1,1,0
+17,2231,1,1,0
+35,2029,1,1,0
+36,2231,1,0,1
+66,360,1,1,0
+95,189,1,1,0
+108,2943,1,1,0
+110,9975,1,1,0
+128,2029,1,0,1
+137,2231,1,0,1
+140,131226,1,1,0
+143,530,1,0,1
+150,189,1,1,0
+150,9975,1,1,0
+154,2029,1,1,0
+162,159,1,0,1
+190,159,1,0,1
+200,189,1,0,1
+219,189,1,1,0
+228,999,1,1,0
+234,2010,1,1,0
+301,999,1,0,1
+303,159,1,1,0
+312,189,1,0,1
+324,9188,1,1,0
+328,360,1,1,0
+328,522,1,1,0
+333,360,1,0,1
+337,14839,1,1,0
+346,360,1,0,1
+359,1927,1,1,0
+376,1011,1,0,1
+385,7781,1,1,0
+388,2231,1,1,0
+398,7679,1,0,1
+400,5519,1,1,0
+422,522,1,1,0
+425,189,1,1,0
+444,522,1,1,0
+449,159,1,0,1
+456,159,1,0,1
+485,189,1,0,1
+486,131226,1,1,0
+490,1011,1,0,1
+493,10769,1,1,0
+494,360,1,1,0
+497,189,1,1,0
+501,189,1,0,1
+512,360,1,0,1
+516,1011,1,1,0
+520,5519,1,1,0
+528,2347,1,0,1
+569,131226,1,1,0
+572,2010,1,1,0
+580,3252,1,1,0
+585,10769,1,1,0
+589,6842,1,1,0
+592,9975,1,1,0
+601,522,1,0,1
+610,159,1,0,1
+624,159,1,0,1
+624,530,1,0,1
+627,4026,1,1,0
+636,189,1,0,1
+636,530,1,0,1
+640,999,1,0,1
+641,360,1,0,1
+668,159,1,0,1
+670,3252,1,1,0
+676,189,1,0,1
+676,7781,1,1,0
+693,159,1,1,0
+702,189,1,0,1
+702,10769,1,1,0
+715,189,1,1,0
+723,159,1,1,0
+730,159,1,0,1
+734,434,1,0,1
+734,999,1,1,0
+741,360,1,0,1
+759,159,1,0,1
+771,189,1,0,1
+783,6842,1,0,1
+790,1514,1,1,0
+802,6842,1,1,0
+808,159,1,0,1
+812,2029,1,1,0
+829,189,1,0,1
+843,360,1,1,0
+843,7781,1,1,0
+854,159,1,1,0
+870,8504,1,1,0
+892,360,1,1,0
+894,130753,1,1,0
+903,10769,1,1,0
+904,522,1,1,0
+919,159,1,1,0
+933,4311,1,1,0
+956,3252,1,0,1
+958,189,1,0,1
+961,360,1,1,0
+961,1514,1,1,0
+966,9370,1,1,0
+967,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json
new file mode 100644
index 0000000..6cb0f4f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29344,
+  "requested": 105,
+  "accepted_requests": 64,
+  "rejected_requests": 41,
+  "arriving_edges": 14282075,
+  "accepted_arriving_edges": 13141070,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+    "final_apl_state_float32": [
+      149.9444122314453,
+      164.92660522460938
+    ],
+    "final_apl_state_u32_bits": [
+      1125511621,
+      1126493494
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46654997899895534,
+  "diagnostic_simulation_seconds": 5.473714243002178,
+  "wall_seconds": 6.49344906099941,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+    "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..9faf8a6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+  "final_apl_state_float32": [
+    149.9444122314453,
+    164.92660522460938
+  ],
+  "final_apl_state_u32_bits": [
+    1125511621,
+    1126493494
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..e3a26d2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv
@@ -0,0 +1,106 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,7781,1,1,0
+17,159,1,1,0
+17,2231,1,1,0
+35,2029,1,1,0
+36,2231,1,0,1
+66,360,1,1,0
+95,189,1,1,0
+108,2943,1,1,0
+110,9975,1,1,0
+128,2029,1,0,1
+137,2231,1,0,1
+140,131226,1,1,0
+143,530,1,0,1
+150,189,1,1,0
+150,9975,1,1,0
+154,2029,1,1,0
+162,159,1,0,1
+190,159,1,0,1
+200,189,1,0,1
+219,189,1,1,0
+228,999,1,1,0
+234,2010,1,1,0
+301,999,1,0,1
+303,159,1,1,0
+312,189,1,0,1
+324,9188,1,1,0
+328,360,1,1,0
+328,522,1,1,0
+333,360,1,0,1
+337,14839,1,1,0
+346,360,1,0,1
+359,1927,1,1,0
+376,1011,1,0,1
+385,7781,1,1,0
+388,2231,1,1,0
+398,7679,1,0,1
+400,5519,1,1,0
+422,522,1,1,0
+425,189,1,1,0
+444,522,1,1,0
+449,159,1,0,1
+456,159,1,0,1
+485,189,1,0,1
+486,131226,1,1,0
+490,1011,1,0,1
+493,10769,1,1,0
+494,360,1,1,0
+497,189,1,1,0
+501,189,1,0,1
+512,360,1,0,1
+516,1011,1,1,0
+520,5519,1,1,0
+528,2347,1,0,1
+569,131226,1,1,0
+572,2010,1,1,0
+580,3252,1,1,0
+585,10769,1,1,0
+589,6842,1,1,0
+592,9975,1,1,0
+601,522,1,0,1
+610,159,1,0,1
+624,159,1,0,1
+624,530,1,0,1
+627,4026,1,1,0
+636,189,1,0,1
+636,530,1,0,1
+640,999,1,0,1
+641,360,1,0,1
+668,159,1,0,1
+670,3252,1,1,0
+676,189,1,0,1
+676,7781,1,1,0
+693,159,1,1,0
+702,189,1,0,1
+702,10769,1,1,0
+715,189,1,1,0
+723,159,1,1,0
+730,159,1,0,1
+734,434,1,0,1
+734,999,1,1,0
+741,360,1,0,1
+759,159,1,0,1
+771,189,1,0,1
+783,6842,1,0,1
+790,1514,1,1,0
+802,6842,1,1,0
+808,159,1,0,1
+812,2029,1,1,0
+829,189,1,0,1
+843,360,1,1,0
+843,7781,1,1,0
+854,159,1,1,0
+870,8504,1,1,0
+892,360,1,1,0
+894,130753,1,1,0
+903,10769,1,1,0
+904,522,1,1,0
+919,159,1,1,0
+933,4311,1,1,0
+956,3252,1,0,1
+958,189,1,0,1
+961,360,1,1,0
+961,1514,1,1,0
+966,9370,1,1,0
+967,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json
new file mode 100644
index 0000000..073a1b2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29344,
+  "requested": 105,
+  "accepted_requests": 64,
+  "rejected_requests": 41,
+  "arriving_edges": 14282075,
+  "accepted_arriving_edges": 13141070,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+    "final_apl_state_float32": [
+      149.9444122314453,
+      164.92660522460938
+    ],
+    "final_apl_state_u32_bits": [
+      1125511621,
+      1126493494
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4838564240017149,
+  "diagnostic_simulation_seconds": 5.465215480999177,
+  "wall_seconds": 6.49911472200256,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+    "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..af45ee2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "f252769b80774fbbbf1c0fa71557c752e165e4462601b24486095cd9190f37bb",
+  "final_apl_state_float32": [
+    158.03155517578125,
+    167.01846313476562
+  ],
+  "final_apl_state_u32_bits": [
+    1126041620,
+    1126630586
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..32ce776
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,6842,1,1,0
+23,131226,1,1,0
+30,2601,1,1,0
+32,999,1,1,0
+51,1514,1,1,0
+51,7781,1,1,0
+58,2029,1,1,0
+61,9188,1,1,0
+62,1927,1,1,0
+67,360,1,1,0
+70,189,1,1,0
+72,189,1,0,1
+84,360,1,0,1
+88,2347,1,1,0
+89,1514,1,1,0
+131,3345,1,1,0
+133,130753,1,0,1
+146,522,1,0,1
+160,2029,1,1,0
+172,522,1,1,0
+193,360,1,0,1
+194,189,1,1,0
+196,189,1,0,1
+208,5519,1,1,0
+226,159,1,1,0
+237,360,1,1,0
+242,159,1,0,1
+249,434,1,0,1
+255,4311,1,0,1
+275,159,1,0,1
+309,159,1,0,1
+320,189,1,0,1
+330,130472,1,1,0
+345,189,1,0,1
+377,159,1,1,0
+382,5519,1,0,1
+397,159,1,0,1
+402,14839,1,1,0
+409,2347,1,1,0
+410,189,1,1,0
+445,9188,1,0,1
+449,159,1,1,0
+464,159,1,0,1
+470,189,1,0,1
+472,522,1,1,0
+475,999,1,1,0
+480,159,1,1,0
+480,1890,1,1,0
+481,522,1,0,1
+501,7781,1,1,0
+539,999,1,0,1
+547,2347,1,1,0
+556,189,1,0,1
+564,530,1,0,1
+569,999,1,1,0
+584,522,1,1,0
+608,1927,1,0,1
+610,1011,1,1,0
+618,159,1,1,0
+632,159,1,0,1
+647,360,1,0,1
+663,360,1,0,1
+664,130753,1,1,0
+676,9188,1,1,0
+679,159,1,1,0
+680,3202,1,1,0
+701,530,1,1,0
+703,1011,1,1,0
+705,3252,1,1,0
+719,189,1,1,0
+721,189,1,0,1
+727,14839,1,0,1
+730,360,1,1,0
+732,9188,1,1,0
+748,999,1,1,0
+753,189,1,1,0
+757,999,1,0,1
+758,434,1,0,1
+784,522,1,1,0
+791,1011,1,1,0
+793,189,1,0,1
+796,189,1,0,1
+798,5519,1,0,1
+800,159,1,1,0
+804,434,1,0,1
+805,360,1,1,0
+806,159,1,0,1
+807,1890,1,1,0
+811,6842,1,1,0
+813,189,1,0,1
+814,999,1,1,0
+821,2231,1,1,0
+833,131226,1,0,1
+842,3202,1,1,0
+867,1890,1,1,0
+873,159,1,0,1
+876,2943,1,1,0
+879,5519,1,1,0
+888,189,1,0,1
+899,7679,1,1,0
+906,12644,1,1,0
+933,1514,1,1,0
+934,2231,1,1,0
+938,189,1,1,0
+956,530,1,1,0
+957,360,1,1,0
+969,159,1,0,1
+976,2029,1,0,1
+978,6842,1,1,0
+984,4505,1,0,1
+990,159,1,1,0
+991,2029,1,1,0
+992,999,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json
new file mode 100644
index 0000000..26a2b35
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29930,
+  "requested": 113,
+  "accepted_requests": 70,
+  "rejected_requests": 43,
+  "arriving_edges": 14526557,
+  "accepted_arriving_edges": 13361720,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "f252769b80774fbbbf1c0fa71557c752e165e4462601b24486095cd9190f37bb",
+    "final_apl_state_float32": [
+      158.03155517578125,
+      167.01846313476562
+    ],
+    "final_apl_state_u32_bits": [
+      1126041620,
+      1126630586
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46662638899942976,
+  "diagnostic_simulation_seconds": 5.459983828000986,
+  "wall_seconds": 6.488054260000354,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a",
+    "requests.npz": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b61bd1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "31a4346891ebe5e675784efe1fadd0be6380ae3ed507d750f2d2dca09c1b2090",
+  "final_apl_state_float32": [
+    147.72593688964844,
+    167.53506469726562
+  ],
+  "final_apl_state_u32_bits": [
+    1125366231,
+    1126664442
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..418b924
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,189,1,1,0
+13,189,1,0,1
+14,130753,1,1,0
+41,2029,1,1,0
+47,12644,1,1,0
+55,9370,1,1,0
+87,189,1,1,0
+88,189,1,0,1
+90,159,1,1,0
+91,999,1,1,0
+94,9370,1,1,0
+102,360,1,1,0
+133,2231,1,1,0
+145,8001,1,1,0
+146,189,1,1,0
+148,1890,1,1,0
+159,999,1,1,0
+177,189,1,1,0
+190,2010,1,1,0
+196,4311,1,1,0
+207,189,1,1,0
+218,530,1,1,0
+221,159,1,0,1
+232,189,1,1,0
+244,159,1,1,0
+248,1890,1,1,0
+248,8001,1,1,0
+256,1011,1,1,0
+266,3252,1,0,1
+275,14839,1,1,0
+286,189,1,0,1
+295,8001,1,1,0
+302,159,1,0,1
+317,159,1,1,0
+319,159,1,0,1
+335,159,1,0,1
+337,522,1,0,1
+340,1011,1,0,1
+354,189,1,1,0
+360,999,1,0,1
+362,9370,1,1,0
+363,3202,1,0,1
+367,159,1,0,1
+367,130753,1,1,0
+399,159,1,1,0
+399,130753,1,1,0
+436,7781,1,0,1
+444,2601,1,1,0
+446,159,1,1,0
+456,7679,1,1,0
+471,159,1,1,0
+484,999,1,1,0
+492,189,1,0,1
+492,7781,1,1,0
+496,6842,1,1,0
+496,130753,1,1,0
+499,2010,1,1,0
+500,522,1,0,1
+515,8504,1,1,0
+534,7679,1,1,0
+542,530,1,0,1
+553,1890,1,1,0
+554,159,1,1,0
+557,189,1,1,0
+564,360,1,1,0
+568,3202,1,0,1
+586,130753,1,1,0
+588,9975,1,1,0
+594,4311,1,1,0
+598,189,1,1,0
+603,7781,1,1,0
+607,14839,1,1,0
+608,189,1,0,1
+611,189,1,0,1
+619,189,1,0,1
+619,2493,1,1,0
+626,4505,1,1,0
+644,1927,1,1,0
+657,189,1,0,1
+663,9370,1,1,0
+664,2493,1,1,0
+695,3202,1,0,1
+738,7781,1,1,0
+742,189,1,0,1
+765,3202,1,1,0
+774,8001,1,1,0
+776,130472,1,1,0
+780,159,1,0,1
+804,189,1,0,1
+811,522,1,1,0
+824,130753,1,1,0
+827,522,1,0,1
+829,159,1,0,1
+830,1890,1,0,1
+843,159,1,1,0
+870,189,1,0,1
+882,1927,1,0,1
+886,7781,1,1,0
+893,5519,1,0,1
+895,14839,1,1,0
+899,189,1,0,1
+906,159,1,1,0
+908,360,1,1,0
+912,159,1,0,1
+913,360,1,0,1
+926,7781,1,1,0
+930,159,1,1,0
+949,9188,1,1,0
+952,189,1,0,1
+970,9370,1,1,0
+992,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json
new file mode 100644
index 0000000..fb43d51
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30746,
+  "requested": 111,
+  "accepted_requests": 75,
+  "rejected_requests": 36,
+  "arriving_edges": 14754198,
+  "accepted_arriving_edges": 13563263,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "31a4346891ebe5e675784efe1fadd0be6380ae3ed507d750f2d2dca09c1b2090",
+    "final_apl_state_float32": [
+      147.72593688964844,
+      167.53506469726562
+    ],
+    "final_apl_state_u32_bits": [
+      1125366231,
+      1126664442
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46787563099860563,
+  "diagnostic_simulation_seconds": 5.48793125100201,
+  "wall_seconds": 6.502784986998449,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124",
+    "requests.npz": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..393aec6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "460acf19465bf37c2c297f24e751d82a4a4e1aeed65132d50c9867845760e35a",
+  "final_apl_state_float32": [
+    151.79119873046875,
+    165.69305419921875
+  ],
+  "final_apl_state_u32_bits": [
+    1125632652,
+    1126543724
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..dac099c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv
@@ -0,0 +1,102 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9188,1,1,0
+42,522,1,1,0
+47,130753,1,1,0
+60,21802,1,1,0
+61,189,1,1,0
+62,10769,1,1,0
+68,2535,1,1,0
+68,7781,1,1,0
+91,360,1,1,0
+105,189,1,1,0
+117,6842,1,1,0
+118,999,1,1,0
+153,360,1,1,0
+163,189,1,0,1
+175,189,1,0,1
+178,12644,1,1,0
+187,5519,1,1,0
+200,1011,1,1,0
+212,130753,1,0,1
+223,159,1,0,1
+238,2010,1,1,0
+251,130753,1,1,0
+255,1011,1,1,0
+259,189,1,1,0
+260,21802,1,1,0
+267,159,1,0,1
+306,14839,1,1,0
+321,9188,1,1,0
+332,360,1,1,0
+339,2231,1,0,1
+347,2943,1,1,0
+357,999,1,0,1
+366,2029,1,0,1
+369,2010,1,1,0
+383,159,1,0,1
+400,999,1,1,0
+415,21802,1,1,0
+425,130472,1,1,0
+439,522,1,1,0
+470,522,1,1,0
+471,189,1,0,1
+478,10769,1,1,0
+489,522,1,0,1
+500,189,1,1,0
+507,159,1,0,1
+508,21802,1,1,0
+518,1011,1,0,1
+525,7781,1,1,0
+539,159,1,0,1
+539,2029,1,1,0
+542,159,1,0,1
+551,189,1,0,1
+554,2347,1,1,0
+557,360,1,1,0
+565,360,1,0,1
+571,130753,1,1,0
+593,159,1,0,1
+593,130753,1,1,0
+603,1011,1,1,0
+609,9975,1,1,0
+616,2029,1,0,1
+623,522,1,1,0
+624,159,1,0,1
+625,8001,1,0,1
+628,189,1,1,0
+642,522,1,0,1
+646,360,1,0,1
+663,360,1,1,0
+664,360,1,0,1
+665,159,1,0,1
+696,9370,1,1,0
+698,10769,1,1,0
+719,10769,1,0,1
+726,7781,1,1,0
+728,1890,1,1,0
+730,159,1,1,0
+750,999,1,1,0
+770,159,1,1,0
+776,189,1,1,0
+789,7781,1,1,0
+790,189,1,0,1
+799,4505,1,1,0
+806,21802,1,1,0
+812,2347,1,0,1
+824,522,1,1,0
+826,159,1,0,1
+839,2231,1,0,1
+843,159,1,1,0
+843,130497,1,0,1
+844,130753,1,1,0
+885,159,1,0,1
+890,12644,1,1,0
+904,1011,1,1,0
+910,159,1,1,0
+922,4311,1,1,0
+936,159,1,1,0
+945,189,1,0,1
+959,189,1,0,1
+962,7781,1,0,1
+967,189,1,1,0
+976,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json
new file mode 100644
index 0000000..c974b44
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29387,
+  "requested": 101,
+  "accepted_requests": 66,
+  "rejected_requests": 35,
+  "arriving_edges": 14229208,
+  "accepted_arriving_edges": 13092057,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "460acf19465bf37c2c297f24e751d82a4a4e1aeed65132d50c9867845760e35a",
+    "final_apl_state_float32": [
+      151.79119873046875,
+      165.69305419921875
+    ],
+    "final_apl_state_u32_bits": [
+      1125632652,
+      1126543724
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46428531000128714,
+  "diagnostic_simulation_seconds": 5.414578938998602,
+  "wall_seconds": 6.431998225001735,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10",
+    "requests.npz": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b6c0571
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a9e1de8552edb6fa71f0ed6c10c8913fe23c14ab488dd35112bc4ba56bf495de",
+  "final_apl_state_float32": [
+    156.00071716308594,
+    168.10227966308594
+  ],
+  "final_apl_state_u32_bits": [
+    1125908527,
+    1126701615
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..95fc515
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv
@@ -0,0 +1,89 @@
+tick,neuron_idx,attempted,accepted,rejected
+14,189,1,1,0
+22,1011,1,1,0
+37,2029,1,1,0
+104,522,1,0,1
+139,1514,1,1,0
+139,3252,1,1,0
+151,331,1,1,0
+158,1890,1,1,0
+170,189,1,0,1
+174,522,1,1,0
+220,130753,1,0,1
+235,999,1,1,0
+236,2347,1,1,0
+237,189,1,1,0
+268,360,1,1,0
+295,159,1,1,0
+299,360,1,1,0
+300,999,1,1,0
+304,7679,1,1,0
+305,189,1,0,1
+311,522,1,1,0
+320,189,1,1,0
+332,189,1,0,1
+338,189,1,0,1
+361,189,1,1,0
+363,189,1,0,1
+364,530,1,1,0
+370,14839,1,1,0
+375,8001,1,1,0
+393,360,1,0,1
+408,159,1,1,0
+418,1011,1,1,0
+420,434,1,0,1
+429,189,1,0,1
+445,159,1,1,0
+463,2347,1,1,0
+473,9188,1,1,0
+480,159,1,1,0
+481,360,1,0,1
+486,7781,1,0,1
+503,6842,1,1,0
+514,4311,1,1,0
+526,21802,1,1,0
+528,1011,1,1,0
+539,2970,1,0,1
+553,14839,1,1,0
+598,189,1,1,0
+612,189,1,0,1
+639,522,1,1,0
+642,2231,1,1,0
+644,189,1,1,0
+671,3202,1,1,0
+692,159,1,1,0
+696,189,1,0,1
+697,1011,1,1,0
+704,522,1,1,0
+705,21802,1,1,0
+721,522,1,0,1
+727,1927,1,1,0
+732,360,1,1,0
+745,21802,1,1,0
+745,131226,1,0,1
+748,189,1,0,1
+763,9370,1,1,0
+767,522,1,1,0
+768,360,1,1,0
+778,360,1,0,1
+801,1514,1,1,0
+822,130472,1,1,0
+832,189,1,0,1
+836,2943,1,0,1
+843,14839,1,0,1
+846,434,1,0,1
+866,189,1,0,1
+872,522,1,1,0
+881,522,1,0,1
+884,522,1,0,1
+904,2601,1,0,1
+905,1514,1,1,0
+907,2231,1,1,0
+917,159,1,0,1
+919,189,1,1,0
+942,1011,1,1,0
+949,189,1,1,0
+957,12644,1,1,0
+968,3202,1,1,0
+972,522,1,1,0
+988,4311,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json
new file mode 100644
index 0000000..a8f7e71
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-04-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29814,
+  "requested": 88,
+  "accepted_requests": 59,
+  "rejected_requests": 29,
+  "arriving_edges": 14248751,
+  "accepted_arriving_edges": 13093370,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a9e1de8552edb6fa71f0ed6c10c8913fe23c14ab488dd35112bc4ba56bf495de",
+    "final_apl_state_float32": [
+      156.00071716308594,
+      168.10227966308594
+    ],
+    "final_apl_state_u32_bits": [
+      1125908527,
+      1126701615
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4699918799997249,
+  "diagnostic_simulation_seconds": 5.458955029000208,
+  "wall_seconds": 6.476269725997554,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf",
+    "requests.npz": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a5ad6c6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "786ca6d77fa0a74dd901c3e6c0d5d7d0f0c66799dfcf91571f4cc5f7842e0e9f",
+  "final_apl_state_float32": [
+    149.49705505371094,
+    174.8949737548828
+  ],
+  "final_apl_state_u32_bits": [
+    1125482303,
+    1127146781
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..e9cd9c2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv
@@ -0,0 +1,105 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+166,3202,1,1,0
+178,2010,1,1,0
+215,14839,1,1,0
+238,5519,1,1,0
+244,8001,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,0,1
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+414,999,1,1,0
+414,2927,1,1,0
+461,10769,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,0,1
+506,999,1,0,1
+507,12644,1,1,0
+511,3202,1,0,1
+513,3161,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+538,7781,1,1,0
+541,2970,1,0,1
+547,7781,1,0,1
+550,131226,1,1,0
+557,3202,1,1,0
+573,1011,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,1,0
+613,131226,1,0,1
+614,4505,1,1,0
+646,2535,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+663,7781,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+703,7781,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,6842,1,0,1
+745,2010,1,1,0
+763,130497,1,1,0
+764,1890,1,1,0
+772,3161,1,1,0
+782,9975,1,1,0
+794,2029,1,0,1
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,1,0
+823,14839,1,1,0
+832,999,1,0,1
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+876,6842,1,0,1
+878,9975,1,1,0
+879,2231,1,0,1
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+906,331,1,0,1
+906,2010,1,0,1
+921,5519,1,0,1
+930,5519,1,0,1
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+960,1011,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json
new file mode 100644
index 0000000..9805d39
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31130,
+  "requested": 104,
+  "accepted_requests": 79,
+  "rejected_requests": 25,
+  "arriving_edges": 15193376,
+  "accepted_arriving_edges": 14018229,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "786ca6d77fa0a74dd901c3e6c0d5d7d0f0c66799dfcf91571f4cc5f7842e0e9f",
+    "final_apl_state_float32": [
+      149.49705505371094,
+      174.8949737548828
+    ],
+    "final_apl_state_u32_bits": [
+      1125482303,
+      1127146781
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46470480100106215,
+  "diagnostic_simulation_seconds": 5.44141782600127,
+  "wall_seconds": 6.460228530999302,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+    "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..a5ad6c6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "786ca6d77fa0a74dd901c3e6c0d5d7d0f0c66799dfcf91571f4cc5f7842e0e9f",
+  "final_apl_state_float32": [
+    149.49705505371094,
+    174.8949737548828
+  ],
+  "final_apl_state_u32_bits": [
+    1125482303,
+    1127146781
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..e9cd9c2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv
@@ -0,0 +1,105 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+166,3202,1,1,0
+178,2010,1,1,0
+215,14839,1,1,0
+238,5519,1,1,0
+244,8001,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,0,1
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+414,999,1,1,0
+414,2927,1,1,0
+461,10769,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,0,1
+506,999,1,0,1
+507,12644,1,1,0
+511,3202,1,0,1
+513,3161,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+538,7781,1,1,0
+541,2970,1,0,1
+547,7781,1,0,1
+550,131226,1,1,0
+557,3202,1,1,0
+573,1011,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,1,0
+613,131226,1,0,1
+614,4505,1,1,0
+646,2535,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+663,7781,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+703,7781,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,6842,1,0,1
+745,2010,1,1,0
+763,130497,1,1,0
+764,1890,1,1,0
+772,3161,1,1,0
+782,9975,1,1,0
+794,2029,1,0,1
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,1,0
+823,14839,1,1,0
+832,999,1,0,1
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+876,6842,1,0,1
+878,9975,1,1,0
+879,2231,1,0,1
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+906,331,1,0,1
+906,2010,1,0,1
+921,5519,1,0,1
+930,5519,1,0,1
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+960,1011,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json
new file mode 100644
index 0000000..275177d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31130,
+  "requested": 104,
+  "accepted_requests": 79,
+  "rejected_requests": 25,
+  "arriving_edges": 15193376,
+  "accepted_arriving_edges": 14018229,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "786ca6d77fa0a74dd901c3e6c0d5d7d0f0c66799dfcf91571f4cc5f7842e0e9f",
+    "final_apl_state_float32": [
+      149.49705505371094,
+      174.8949737548828
+    ],
+    "final_apl_state_u32_bits": [
+      1125482303,
+      1127146781
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.467152436998731,
+  "diagnostic_simulation_seconds": 5.483690396999009,
+  "wall_seconds": 6.5011055629984185,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+    "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..354f21c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "abc22a25ede8360689e19cc5ddd0394c70eec79f0793e66852157451994390dc",
+  "final_apl_state_float32": [
+    153.23919677734375,
+    165.46070861816406
+  ],
+  "final_apl_state_u32_bits": [
+    1125727548,
+    1126528497
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..1b3b101
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv
@@ -0,0 +1,107 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+8,5519,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+28,5519,1,0,1
+31,2970,1,1,0
+33,1890,1,1,0
+37,1011,1,1,0
+53,9975,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,2231,1,1,0
+65,4505,1,1,0
+70,7781,1,1,0
+93,5519,1,1,0
+94,10769,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+137,21802,1,1,0
+159,5519,1,1,0
+182,999,1,0,1
+202,130753,1,0,1
+216,2231,1,0,1
+216,2970,1,1,0
+219,999,1,1,0
+220,4311,1,1,0
+223,130753,1,1,0
+250,2029,1,1,0
+256,2231,1,1,0
+259,2927,1,0,1
+286,999,1,1,0
+287,2231,1,1,0
+287,130753,1,0,1
+293,2601,1,1,0
+305,2347,1,1,0
+309,2010,1,1,0
+336,999,1,1,0
+380,2927,1,0,1
+398,2231,1,1,0
+419,4311,1,0,1
+427,3202,1,1,0
+463,2943,1,1,0
+486,7679,1,1,0
+491,2231,1,1,0
+492,130753,1,1,0
+495,3252,1,0,1
+500,130472,1,1,0
+501,2231,1,0,1
+508,1011,1,1,0
+511,9188,1,1,0
+521,131226,1,1,0
+547,1011,1,1,0
+562,4311,1,0,1
+581,130753,1,0,1
+591,2010,1,0,1
+593,14839,1,1,0
+606,4505,1,0,1
+609,12644,1,1,0
+619,2601,1,1,0
+629,2231,1,0,1
+633,3345,1,0,1
+636,3202,1,1,0
+639,3202,1,0,1
+659,2029,1,0,1
+666,14839,1,1,0
+684,7781,1,0,1
+689,2010,1,0,1
+691,999,1,1,0
+692,21802,1,1,0
+704,2010,1,1,0
+708,2010,1,0,1
+730,1011,1,0,1
+749,7781,1,0,1
+750,2231,1,1,0
+753,3252,1,1,0
+757,2029,1,1,0
+789,1890,1,1,0
+791,130497,1,0,1
+798,2010,1,1,0
+821,1514,1,1,0
+824,1011,1,1,0
+826,130753,1,1,0
+829,1514,1,0,1
+831,1514,1,0,1
+839,4311,1,0,1
+841,2029,1,1,0
+845,9975,1,1,0
+859,2010,1,0,1
+868,2943,1,1,0
+872,999,1,0,1
+877,7781,1,1,0
+882,2010,1,1,0
+890,130753,1,0,1
+904,5519,1,1,0
+913,12644,1,0,1
+915,2927,1,1,0
+936,2029,1,1,0
+943,3202,1,1,0
+944,3202,1,0,1
+972,10769,1,1,0
+974,2010,1,1,0
+974,7781,1,0,1
+986,2347,1,1,0
+991,4311,1,0,1
+996,9188,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json
new file mode 100644
index 0000000..e91f8c5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30347,
+  "requested": 106,
+  "accepted_requests": 72,
+  "rejected_requests": 34,
+  "arriving_edges": 14624865,
+  "accepted_arriving_edges": 13478820,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "abc22a25ede8360689e19cc5ddd0394c70eec79f0793e66852157451994390dc",
+    "final_apl_state_float32": [
+      153.23919677734375,
+      165.46070861816406
+    ],
+    "final_apl_state_u32_bits": [
+      1125727548,
+      1126528497
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47362754700225196,
+  "diagnostic_simulation_seconds": 5.407166130000405,
+  "wall_seconds": 6.421865386000718,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564",
+    "requests.npz": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5d27f00
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "7bd930089eab578eee4037c30da9b9ebe26b2d51fea74c44dd8ef0c76d9a2815",
+  "final_apl_state_float32": [
+    152.94346618652344,
+    162.10911560058594
+  ],
+  "final_apl_state_u32_bits": [
+    1125708167,
+    1126308847
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..8e9a4a1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv
@@ -0,0 +1,128 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9975,1,1,0
+43,1514,1,1,0
+45,130753,1,1,0
+49,9975,1,1,0
+64,1514,1,0,1
+77,4505,1,1,0
+79,2231,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+106,2231,1,1,0
+117,1514,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+151,9188,1,1,0
+153,3252,1,1,0
+155,7679,1,1,0
+190,5519,1,0,1
+190,21802,1,1,0
+198,21802,1,0,1
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,0,1
+242,999,1,1,0
+257,130753,1,1,0
+258,130497,1,1,0
+259,4311,1,1,0
+259,14839,1,1,0
+267,12644,1,1,0
+268,5519,1,0,1
+269,1011,1,1,0
+277,159,1,1,0
+283,2010,1,0,1
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,0,1
+315,7679,1,1,0
+316,3202,1,1,0
+348,1514,1,1,0
+351,131226,1,1,0
+375,2029,1,1,0
+377,14839,1,1,0
+378,8001,1,1,0
+382,2347,1,1,0
+400,14839,1,1,0
+409,1514,1,1,0
+413,999,1,0,1
+418,9370,1,0,1
+433,6842,1,1,0
+433,130753,1,0,1
+441,6842,1,0,1
+454,12644,1,1,0
+463,2231,1,1,0
+475,2010,1,1,0
+475,7679,1,0,1
+482,1514,1,0,1
+512,130753,1,1,0
+513,4505,1,1,0
+515,1011,1,1,0
+517,7781,1,1,0
+520,9188,1,1,0
+534,7781,1,0,1
+535,2029,1,1,0
+536,1191,1,1,0
+538,3252,1,1,0
+556,3252,1,0,1
+560,6842,1,1,0
+560,8001,1,1,0
+564,2347,1,1,0
+577,2231,1,1,0
+583,1011,1,1,0
+590,5519,1,1,0
+591,2586,1,1,0
+593,5519,1,0,1
+596,21802,1,0,1
+598,2029,1,0,1
+611,4505,1,1,0
+618,3161,1,1,0
+628,9975,1,0,1
+632,2029,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+667,1011,1,1,0
+669,189,1,0,1
+671,21802,1,1,0
+692,999,1,0,1
+692,2010,1,1,0
+693,130753,1,1,0
+711,5519,1,1,0
+717,2601,1,1,0
+723,131226,1,1,0
+727,4311,1,1,0
+732,4311,1,0,1
+745,6842,1,1,0
+746,5519,1,1,0
+758,4505,1,0,1
+768,4173,1,0,1
+797,130753,1,1,0
+806,6842,1,0,1
+809,1514,1,0,1
+809,8001,1,0,1
+813,4311,1,0,1
+853,1927,1,1,0
+858,131226,1,0,1
+862,6842,1,1,0
+863,1011,1,0,1
+864,999,1,0,1
+864,5519,1,1,0
+865,999,1,0,1
+866,7781,1,1,0
+885,7781,1,0,1
+890,12644,1,1,0
+900,6842,1,1,0
+903,2493,1,1,0
+906,3345,1,1,0
+919,9975,1,1,0
+923,3202,1,1,0
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,0,1
+946,130753,1,1,0
+949,2231,1,1,0
+957,2010,1,1,0
+967,6842,1,0,1
+981,999,1,1,0
+988,2943,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json
new file mode 100644
index 0000000..53baa8b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27898,
+  "requested": 127,
+  "accepted_requests": 92,
+  "rejected_requests": 35,
+  "arriving_edges": 13406335,
+  "accepted_arriving_edges": 12324766,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "7bd930089eab578eee4037c30da9b9ebe26b2d51fea74c44dd8ef0c76d9a2815",
+    "final_apl_state_float32": [
+      152.94346618652344,
+      162.10911560058594
+    ],
+    "final_apl_state_u32_bits": [
+      1125708167,
+      1126308847
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46599545600111014,
+  "diagnostic_simulation_seconds": 5.41905337299977,
+  "wall_seconds": 6.4427798010001425,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67",
+    "requests.npz": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b6d17ff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "3c43a24a690f537acf723c8d7bd1e269d73c3ae1d305e64eb2e52cc1c96a27ec",
+  "final_apl_state_float32": [
+    150.32810974121094,
+    168.03858947753906
+  ],
+  "final_apl_state_u32_bits": [
+    1125536767,
+    1126697441
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..f37e849
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv
@@ -0,0 +1,109 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,6842,1,1,0
+12,5519,1,1,0
+15,3345,1,1,0
+21,2029,1,1,0
+30,4311,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+71,999,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+122,21802,1,1,0
+123,159,1,1,0
+144,331,1,0,1
+158,999,1,0,1
+164,2231,1,0,1
+185,2586,1,0,1
+188,9975,1,1,0
+194,130753,1,1,0
+212,2029,1,0,1
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,1,0
+228,5519,1,1,0
+240,4311,1,1,0
+244,130753,1,1,0
+248,21802,1,1,0
+248,130753,1,0,1
+254,3202,1,0,1
+262,7781,1,1,0
+271,8001,1,1,0
+292,5519,1,1,0
+313,9975,1,1,0
+319,4311,1,0,1
+334,1011,1,1,0
+353,7679,1,1,0
+362,9975,1,1,0
+372,2601,1,1,0
+390,2010,1,0,1
+391,6842,1,1,0
+396,7781,1,1,0
+412,130753,1,1,0
+417,10769,1,1,0
+432,130753,1,0,1
+443,2927,1,0,1
+469,999,1,1,0
+472,2493,1,1,0
+490,189,1,1,0
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,1,0
+510,21802,1,0,1
+523,6842,1,0,1
+528,4311,1,1,0
+529,5519,1,0,1
+529,130497,1,1,0
+534,3252,1,0,1
+559,5519,1,1,0
+562,2231,1,1,0
+562,5519,1,0,1
+568,1011,1,1,0
+578,4505,1,1,0
+581,7679,1,1,0
+583,3252,1,0,1
+585,1011,1,0,1
+601,3202,1,1,0
+601,4505,1,1,0
+606,1514,1,1,0
+608,7781,1,1,0
+612,2601,1,0,1
+618,2010,1,1,0
+634,130753,1,0,1
+636,14839,1,1,0
+651,9188,1,1,0
+664,4311,1,1,0
+666,2601,1,0,1
+672,2231,1,1,0
+672,7679,1,1,0
+685,1011,1,0,1
+687,14839,1,1,0
+691,999,1,1,0
+725,9370,1,1,0
+727,1514,1,0,1
+728,2010,1,0,1
+742,8504,1,1,0
+749,9370,1,1,0
+750,2029,1,0,1
+756,2010,1,1,0
+759,14839,1,1,0
+769,10769,1,1,0
+782,3202,1,1,0
+783,2231,1,1,0
+821,131226,1,1,0
+822,130753,1,0,1
+832,2010,1,0,1
+846,3345,1,1,0
+855,3252,1,1,0
+863,6842,1,1,0
+873,130472,1,1,0
+878,2493,1,1,0
+927,2010,1,0,1
+932,1514,1,1,0
+960,2601,1,0,1
+977,2029,1,1,0
+986,130753,1,1,0
+992,3252,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json
new file mode 100644
index 0000000..9eddf9c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30745,
+  "requested": 108,
+  "accepted_requests": 78,
+  "rejected_requests": 30,
+  "arriving_edges": 14789248,
+  "accepted_arriving_edges": 13599836,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "3c43a24a690f537acf723c8d7bd1e269d73c3ae1d305e64eb2e52cc1c96a27ec",
+    "final_apl_state_float32": [
+      150.32810974121094,
+      168.03858947753906
+    ],
+    "final_apl_state_u32_bits": [
+      1125536767,
+      1126697441
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4690223170000536,
+  "diagnostic_simulation_seconds": 5.488111929000297,
+  "wall_seconds": 6.5029312599981495,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00",
+    "requests.npz": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..f73996f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "dad5414c6b89e0990588f566d4efbbae015544c07e3ae3a5fd6a641dd269ad7a",
+  "final_apl_state_float32": [
+    155.1465606689453,
+    166.64564514160156
+  ],
+  "final_apl_state_u32_bits": [
+    1125852549,
+    1126606153
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..1b81174
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv
@@ -0,0 +1,94 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,2943,1,1,0
+37,9370,1,1,0
+77,3252,1,1,0
+100,2010,1,1,0
+109,12644,1,1,0
+116,6842,1,1,0
+120,3202,1,1,0
+139,3202,1,0,1
+145,9370,1,1,0
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,1,0
+210,999,1,1,0
+227,6842,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+261,8001,1,1,0
+272,999,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+285,6842,1,0,1
+293,5519,1,0,1
+304,1514,1,0,1
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+316,5519,1,0,1
+317,3202,1,1,0
+341,1927,1,1,0
+369,2029,1,0,1
+376,130753,1,0,1
+379,189,1,1,0
+385,2927,1,1,0
+390,2994,1,1,0
+398,1191,1,1,0
+419,2231,1,1,0
+436,3202,1,1,0
+456,1514,1,1,0
+458,1514,1,0,1
+480,2029,1,1,0
+483,12644,1,1,0
+501,130472,1,1,0
+506,2010,1,1,0
+524,6842,1,0,1
+535,2601,1,0,1
+548,9975,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+566,4311,1,0,1
+567,8504,1,1,0
+568,2601,1,1,0
+572,999,1,1,0
+576,1514,1,1,0
+608,4311,1,1,0
+610,2231,1,1,0
+617,2231,1,0,1
+635,2029,1,1,0
+666,1011,1,1,0
+698,130753,1,1,0
+698,131226,1,1,0
+721,3252,1,1,0
+734,2586,1,1,0
+757,2994,1,1,0
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,0,1
+788,3202,1,0,1
+790,5519,1,1,0
+795,2231,1,1,0
+801,4173,1,1,0
+807,4505,1,1,0
+834,2970,1,1,0
+852,5519,1,1,0
+853,2029,1,1,0
+853,3252,1,1,0
+857,10769,1,1,0
+864,6842,1,0,1
+871,130753,1,1,0
+878,331,1,0,1
+881,2029,1,1,0
+899,3202,1,0,1
+910,3202,1,0,1
+942,8504,1,1,0
+943,5519,1,0,1
+944,3161,1,1,0
+948,10769,1,1,0
+972,4505,1,1,0
+981,4173,1,1,0
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json
new file mode 100644
index 0000000..f02f4d6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-matched_energy-05-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 25989,
+  "requested": 93,
+  "accepted_requests": 71,
+  "rejected_requests": 22,
+  "arriving_edges": 12324144,
+  "accepted_arriving_edges": 11315572,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "dad5414c6b89e0990588f566d4efbbae015544c07e3ae3a5fd6a641dd269ad7a",
+    "final_apl_state_float32": [
+      155.1465606689453,
+      166.64564514160156
+    ],
+    "final_apl_state_u32_bits": [
+      1125852549,
+      1126606153
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4691185699994094,
+  "diagnostic_simulation_seconds": 5.337828709001769,
+  "wall_seconds": 6.359628989997873,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4",
+    "requests.npz": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..0f199e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "7e7809e834debf7f983f54907901965c969e2e88ba987605e5823ceadc139bd9",
+  "final_apl_state_float32": [
+    152.68724060058594,
+    166.99606323242188
+  ],
+  "final_apl_state_u32_bits": [
+    1125691375,
+    1126629118
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..d04d0f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+78,530,1,0,1
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+264,700,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,0,1
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+596,1372,1,0,1
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+668,2029,1,1,0
+672,1011,1,0,1
+682,1372,1,1,0
+695,6721,1,1,0
+700,360,1,0,1
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,1,0
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,0,1
+750,1011,1,0,1
+754,189,1,0,1
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,1,0
+817,6721,1,1,0
+831,434,1,0,1
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,1,0
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,1,0
+896,1372,1,0,1
+896,133666,1,0,1
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,1,0
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,0,1
+964,189,1,0,1
+965,522,1,1,0
+974,2029,1,1,0
+977,79514,1,1,0
+982,97,1,0,1
+989,54264,1,1,0
+992,54264,1,0,1
+994,79514,1,0,1
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json
new file mode 100644
index 0000000..8a47f09
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29986,
+  "requested": 117,
+  "accepted_requests": 80,
+  "rejected_requests": 37,
+  "arriving_edges": 14410892,
+  "accepted_arriving_edges": 13247530,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "7e7809e834debf7f983f54907901965c969e2e88ba987605e5823ceadc139bd9",
+    "final_apl_state_float32": [
+      152.68724060058594,
+      166.99606323242188
+    ],
+    "final_apl_state_u32_bits": [
+      1125691375,
+      1126629118
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4728921559981245,
+  "diagnostic_simulation_seconds": 5.483649336998496,
+  "wall_seconds": 6.512883351999335,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+    "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..0f199e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "7e7809e834debf7f983f54907901965c969e2e88ba987605e5823ceadc139bd9",
+  "final_apl_state_float32": [
+    152.68724060058594,
+    166.99606323242188
+  ],
+  "final_apl_state_u32_bits": [
+    1125691375,
+    1126629118
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..d04d0f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+78,530,1,0,1
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+264,700,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,0,1
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+596,1372,1,0,1
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+668,2029,1,1,0
+672,1011,1,0,1
+682,1372,1,1,0
+695,6721,1,1,0
+700,360,1,0,1
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,1,0
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,0,1
+750,1011,1,0,1
+754,189,1,0,1
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,1,0
+817,6721,1,1,0
+831,434,1,0,1
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,1,0
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,1,0
+896,1372,1,0,1
+896,133666,1,0,1
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,1,0
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,0,1
+964,189,1,0,1
+965,522,1,1,0
+974,2029,1,1,0
+977,79514,1,1,0
+982,97,1,0,1
+989,54264,1,1,0
+992,54264,1,0,1
+994,79514,1,0,1
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json
new file mode 100644
index 0000000..5210e98
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29986,
+  "requested": 117,
+  "accepted_requests": 80,
+  "rejected_requests": 37,
+  "arriving_edges": 14410892,
+  "accepted_arriving_edges": 13247530,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "7e7809e834debf7f983f54907901965c969e2e88ba987605e5823ceadc139bd9",
+    "final_apl_state_float32": [
+      152.68724060058594,
+      166.99606323242188
+    ],
+    "final_apl_state_u32_bits": [
+      1125691375,
+      1126629118
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47568781900190515,
+  "diagnostic_simulation_seconds": 5.4653927459985425,
+  "wall_seconds": 6.494501111999853,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+    "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c217baa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "29ac60777928fd14fb1131c3beddcc70466ad4c7f28ec3e0d5aabbbaa5448c25",
+  "final_apl_state_float32": [
+    146.42955017089844,
+    164.7499542236328
+  ],
+  "final_apl_state_u32_bits": [
+    1125281271,
+    1126481917
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..34c612f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv
@@ -0,0 +1,111 @@
+tick,neuron_idx,attempted,accepted,rejected
+10,4786,1,1,0
+14,2029,1,1,0
+17,530,1,1,0
+26,434,1,1,0
+27,7680,1,1,0
+28,999,1,1,0
+34,189,1,1,0
+43,622,1,1,0
+46,571,1,1,0
+59,999,1,1,0
+69,6721,1,1,0
+73,434,1,1,0
+73,130753,1,1,0
+74,97,1,1,0
+83,7322,1,1,0
+87,97,1,0,1
+89,159,1,1,0
+96,1022,1,1,0
+111,1372,1,1,0
+113,54264,1,1,0
+121,189,1,1,0
+127,4786,1,1,0
+129,189,1,0,1
+141,1372,1,1,0
+141,132659,1,1,0
+146,9052,1,1,0
+188,1011,1,0,1
+213,434,1,0,1
+217,130753,1,1,0
+229,1372,1,0,1
+242,1372,1,1,0
+247,434,1,0,1
+250,2029,1,1,0
+277,159,1,0,1
+277,522,1,1,0
+279,4624,1,1,0
+280,97,1,1,0
+280,9052,1,1,0
+289,530,1,0,1
+296,159,1,1,0
+297,189,1,1,0
+304,434,1,1,0
+306,4786,1,1,0
+346,54264,1,1,0
+356,710,1,0,1
+364,2029,1,1,0
+365,1372,1,1,0
+368,7322,1,1,0
+381,530,1,1,0
+394,1372,1,1,0
+394,54264,1,1,0
+402,54264,1,0,1
+424,189,1,1,0
+441,1011,1,1,0
+453,132659,1,0,1
+472,130257,1,1,0
+494,97,1,1,0
+500,97,1,0,1
+520,522,1,1,0
+522,2601,1,1,0
+536,1372,1,1,0
+545,360,1,1,0
+560,189,1,0,1
+574,6721,1,1,0
+585,4624,1,0,1
+605,360,1,0,1
+623,434,1,0,1
+626,2029,1,0,1
+635,1022,1,1,0
+638,530,1,1,0
+638,79514,1,0,1
+666,6721,1,1,0
+673,130753,1,1,0
+679,130753,1,0,1
+687,530,1,0,1
+688,1372,1,0,1
+689,79514,1,1,0
+697,54264,1,1,0
+715,522,1,1,0
+730,1011,1,1,0
+734,434,1,1,0
+734,2029,1,1,0
+766,130257,1,1,0
+770,130257,1,0,1
+782,9052,1,1,0
+795,2029,1,0,1
+806,132659,1,0,1
+810,522,1,1,0
+811,434,1,1,0
+812,1011,1,0,1
+813,4786,1,1,0
+819,54264,1,1,0
+831,710,1,0,1
+832,130753,1,1,0
+835,53508,1,1,0
+862,4624,1,1,0
+869,159,1,1,0
+872,189,1,0,1
+876,130753,1,1,0
+898,522,1,1,0
+913,9052,1,1,0
+945,97,1,0,1
+948,97,1,0,1
+949,54264,1,1,0
+955,522,1,0,1
+960,6721,1,1,0
+965,1022,1,1,0
+971,54264,1,1,0
+978,159,1,1,0
+984,97,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json
new file mode 100644
index 0000000..f352487
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31442,
+  "requested": 110,
+  "accepted_requests": 80,
+  "rejected_requests": 30,
+  "arriving_edges": 15345831,
+  "accepted_arriving_edges": 14137098,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "29ac60777928fd14fb1131c3beddcc70466ad4c7f28ec3e0d5aabbbaa5448c25",
+    "final_apl_state_float32": [
+      146.42955017089844,
+      164.7499542236328
+    ],
+    "final_apl_state_u32_bits": [
+      1125281271,
+      1126481917
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46788300600019284,
+  "diagnostic_simulation_seconds": 5.471228557998984,
+  "wall_seconds": 6.482447841000976,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441",
+    "requests.npz": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..47de397
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "630b0a88475c70330e5ba8065753ca749b5d640ab7354e908c4a7c4be21bb262",
+  "final_apl_state_float32": [
+    152.94741821289062,
+    169.57418823242188
+  ],
+  "final_apl_state_u32_bits": [
+    1125708426,
+    1126798078
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..0686aec
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv
@@ -0,0 +1,135 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,97,1,1,0
+9,999,1,1,0
+10,54264,1,1,0
+20,813,1,1,0
+47,189,1,1,0
+59,1372,1,1,0
+78,522,1,1,0
+80,1372,1,0,1
+88,159,1,1,0
+105,6721,1,1,0
+108,2029,1,1,0
+112,2029,1,0,1
+117,54264,1,1,0
+121,434,1,1,0
+121,1372,1,1,0
+126,79514,1,1,0
+130,130257,1,1,0
+133,2029,1,1,0
+134,53508,1,1,0
+145,130753,1,1,0
+159,79514,1,1,0
+160,700,1,1,0
+190,434,1,1,0
+191,159,1,1,0
+197,522,1,1,0
+207,2029,1,0,1
+210,2029,1,1,0
+212,7680,1,0,1
+226,434,1,1,0
+249,434,1,1,0
+260,6721,1,1,0
+261,434,1,0,1
+271,1022,1,0,1
+273,522,1,0,1
+280,331,1,0,1
+294,97,1,0,1
+295,1372,1,1,0
+306,360,1,0,1
+316,54264,1,0,1
+319,530,1,0,1
+320,159,1,0,1
+321,360,1,0,1
+325,132659,1,0,1
+334,54264,1,1,0
+348,4624,1,1,0
+349,1011,1,1,0
+350,54264,1,0,1
+352,1372,1,1,0
+353,999,1,1,0
+354,79514,1,1,0
+355,189,1,1,0
+355,55121,1,1,0
+359,7322,1,1,0
+365,999,1,0,1
+366,622,1,1,0
+369,6721,1,1,0
+380,53508,1,1,0
+393,189,1,1,0
+406,130257,1,1,0
+415,434,1,0,1
+421,4624,1,1,0
+422,97,1,1,0
+432,710,1,0,1
+433,97,1,0,1
+445,130753,1,1,0
+455,4786,1,1,0
+460,4624,1,1,0
+477,7322,1,1,0
+482,7322,1,0,1
+517,1372,1,0,1
+525,530,1,0,1
+525,710,1,0,1
+548,1022,1,1,0
+552,999,1,1,0
+561,130753,1,1,0
+571,4786,1,1,0
+573,622,1,1,0
+594,4786,1,1,0
+594,130753,1,1,0
+605,2029,1,1,0
+608,9052,1,1,0
+623,434,1,1,0
+628,2029,1,1,0
+634,1022,1,0,1
+643,54264,1,1,0
+651,55121,1,1,0
+660,530,1,1,0
+661,79514,1,1,0
+692,159,1,1,0
+703,434,1,1,0
+709,710,1,0,1
+709,54264,1,1,0
+713,97,1,1,0
+732,79514,1,1,0
+733,189,1,0,1
+735,700,1,1,0
+738,2029,1,1,0
+759,999,1,1,0
+763,530,1,1,0
+768,132659,1,1,0
+769,79514,1,1,0
+773,1372,1,1,0
+774,9052,1,1,0
+791,1011,1,0,1
+792,710,1,0,1
+800,1011,1,1,0
+809,189,1,0,1
+811,54264,1,1,0
+813,130753,1,0,1
+817,130257,1,0,1
+838,530,1,1,0
+840,1011,1,1,0
+848,4624,1,1,0
+854,530,1,0,1
+855,4786,1,1,0
+861,53508,1,1,0
+867,622,1,0,1
+871,7680,1,0,1
+885,159,1,1,0
+891,9052,1,1,0
+894,130753,1,0,1
+898,159,1,0,1
+903,1372,1,1,0
+918,132659,1,0,1
+920,4786,1,1,0
+921,79514,1,1,0
+947,97,1,1,0
+947,1372,1,1,0
+949,571,1,1,0
+949,9052,1,1,0
+951,159,1,0,1
+975,132659,1,1,0
+976,97,1,1,0
+983,700,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json
new file mode 100644
index 0000000..67acd6a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30248,
+  "requested": 134,
+  "accepted_requests": 95,
+  "rejected_requests": 39,
+  "arriving_edges": 14571180,
+  "accepted_arriving_edges": 13401114,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "630b0a88475c70330e5ba8065753ca749b5d640ab7354e908c4a7c4be21bb262",
+    "final_apl_state_float32": [
+      152.94741821289062,
+      169.57418823242188
+    ],
+    "final_apl_state_u32_bits": [
+      1125708426,
+      1126798078
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4701800950024335,
+  "diagnostic_simulation_seconds": 5.508960039998783,
+  "wall_seconds": 6.529030140001851,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083",
+    "requests.npz": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..ad40596
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ee74be0181163aadc8c469a89e927eb50b4ed246962e6f009e93f8d934359f68",
+  "final_apl_state_float32": [
+    152.6424102783203,
+    168.6436767578125
+  ],
+  "final_apl_state_u32_bits": [
+    1125688437,
+    1126737096
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..221ab2c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv
@@ -0,0 +1,138 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,97,1,1,0
+21,6721,1,1,0
+27,4624,1,1,0
+46,434,1,1,0
+46,530,1,1,0
+48,130753,1,1,0
+61,999,1,1,0
+63,999,1,0,1
+66,522,1,1,0
+68,530,1,1,0
+75,79514,1,1,0
+86,130497,1,1,0
+88,133666,1,1,0
+91,7322,1,1,0
+97,999,1,1,0
+98,2601,1,1,0
+102,54264,1,1,0
+108,7322,1,0,1
+124,434,1,0,1
+124,130257,1,1,0
+131,189,1,0,1
+134,434,1,0,1
+141,434,1,1,0
+164,999,1,0,1
+167,7680,1,1,0
+169,130753,1,1,0
+175,130753,1,0,1
+184,7680,1,0,1
+200,710,1,1,0
+208,130753,1,1,0
+217,1372,1,1,0
+238,1011,1,1,0
+254,4786,1,1,0
+267,189,1,1,0
+294,189,1,1,0
+301,97,1,1,0
+303,7680,1,1,0
+312,130257,1,1,0
+313,130753,1,1,0
+319,1011,1,0,1
+321,159,1,0,1
+335,999,1,1,0
+335,54264,1,1,0
+336,130753,1,1,0
+340,622,1,0,1
+340,700,1,1,0
+348,130753,1,0,1
+359,54264,1,1,0
+371,522,1,1,0
+378,79514,1,1,0
+382,710,1,1,0
+384,130753,1,1,0
+390,2029,1,0,1
+391,530,1,1,0
+398,130257,1,1,0
+421,4624,1,1,0
+422,2029,1,1,0
+429,53508,1,0,1
+437,622,1,1,0
+446,522,1,0,1
+447,189,1,1,0
+458,360,1,1,0
+465,1011,1,0,1
+468,700,1,1,0
+484,999,1,0,1
+496,9052,1,1,0
+498,54264,1,1,0
+510,130257,1,1,0
+511,7680,1,0,1
+512,4786,1,1,0
+516,189,1,1,0
+523,7322,1,1,0
+525,97,1,1,0
+527,6721,1,1,0
+534,97,1,0,1
+535,2029,1,1,0
+536,9052,1,1,0
+543,159,1,1,0
+563,79514,1,1,0
+565,522,1,1,0
+572,159,1,1,0
+587,522,1,1,0
+592,130753,1,0,1
+593,999,1,1,0
+608,571,1,1,0
+610,1011,1,1,0
+623,159,1,1,0
+628,1372,1,0,1
+641,6721,1,1,0
+643,700,1,0,1
+648,132659,1,0,1
+654,1372,1,1,0
+672,7322,1,1,0
+676,6721,1,1,0
+677,360,1,1,0
+679,54264,1,0,1
+683,132659,1,1,0
+688,189,1,0,1
+699,522,1,1,0
+717,522,1,0,1
+717,130257,1,1,0
+718,130753,1,1,0
+724,530,1,0,1
+725,434,1,0,1
+725,522,1,1,0
+732,522,1,0,1
+740,360,1,1,0
+748,434,1,1,0
+766,7680,1,1,0
+770,522,1,1,0
+775,530,1,1,0
+792,9052,1,1,0
+796,1022,1,0,1
+797,97,1,1,0
+808,97,1,0,1
+822,130753,1,1,0
+824,189,1,0,1
+824,1011,1,1,0
+827,54264,1,1,0
+836,2029,1,1,0
+839,700,1,1,0
+848,530,1,1,0
+862,189,1,0,1
+870,1011,1,1,0
+872,4624,1,1,0
+880,522,1,1,0
+891,999,1,1,0
+910,6721,1,1,0
+914,434,1,0,1
+918,1372,1,0,1
+921,9052,1,1,0
+924,999,1,1,0
+948,97,1,1,0
+968,999,1,1,0
+985,130257,1,1,0
+994,53508,1,1,0
+997,79514,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json
new file mode 100644
index 0000000..fe317e6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30936,
+  "requested": 137,
+  "accepted_requests": 102,
+  "rejected_requests": 35,
+  "arriving_edges": 15054004,
+  "accepted_arriving_edges": 13874741,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ee74be0181163aadc8c469a89e927eb50b4ed246962e6f009e93f8d934359f68",
+    "final_apl_state_float32": [
+      152.6424102783203,
+      168.6436767578125
+    ],
+    "final_apl_state_u32_bits": [
+      1125688437,
+      1126737096
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47030760100096813,
+  "diagnostic_simulation_seconds": 5.498443440999836,
+  "wall_seconds": 6.515155272001721,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c",
+    "requests.npz": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..f796bad
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b32d9f696c6f4867bf5bf0314083e9d197d8781601b355a998aa0ff0d6b1ff7f",
+  "final_apl_state_float32": [
+    153.3387451171875,
+    169.93942260742188
+  ],
+  "final_apl_state_u32_bits": [
+    1125734072,
+    1126822014
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..69b0cb4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv
@@ -0,0 +1,115 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,434,1,1,0
+7,79514,1,1,0
+11,159,1,1,0
+31,132659,1,1,0
+32,189,1,1,0
+33,79514,1,1,0
+51,530,1,1,0
+53,7322,1,1,0
+70,999,1,1,0
+77,522,1,1,0
+85,130753,1,1,0
+124,999,1,1,0
+137,4624,1,1,0
+145,54264,1,1,0
+149,97,1,1,0
+149,522,1,0,1
+159,4624,1,1,0
+170,4624,1,0,1
+186,6721,1,1,0
+190,4786,1,1,0
+199,130497,1,1,0
+201,434,1,1,0
+201,9052,1,1,0
+203,130753,1,1,0
+205,7322,1,1,0
+216,2029,1,0,1
+225,2029,1,1,0
+227,530,1,0,1
+244,1022,1,1,0
+249,522,1,1,0
+263,9052,1,1,0
+283,97,1,1,0
+288,7680,1,0,1
+311,522,1,1,0
+311,1372,1,0,1
+329,530,1,0,1
+332,1011,1,1,0
+336,4786,1,1,0
+338,79514,1,0,1
+376,7322,1,1,0
+382,360,1,1,0
+385,79514,1,1,0
+389,434,1,0,1
+391,97,1,0,1
+403,530,1,0,1
+417,130753,1,0,1
+422,710,1,1,0
+424,54264,1,1,0
+428,97,1,1,0
+429,130753,1,1,0
+430,130753,1,0,1
+433,189,1,1,0
+433,79514,1,1,0
+434,9052,1,1,0
+434,54264,1,0,1
+445,53508,1,1,0
+446,434,1,0,1
+450,1372,1,0,1
+453,54264,1,1,0
+468,189,1,1,0
+479,530,1,1,0
+504,434,1,0,1
+506,522,1,0,1
+509,130257,1,1,0
+516,79514,1,1,0
+520,79514,1,0,1
+528,1022,1,1,0
+535,133666,1,0,1
+546,6721,1,1,0
+574,4624,1,1,0
+583,54264,1,1,0
+587,2029,1,1,0
+588,6721,1,1,0
+588,9052,1,1,0
+597,1022,1,0,1
+600,54264,1,0,1
+613,4624,1,1,0
+615,97,1,1,0
+617,130753,1,1,0
+625,360,1,1,0
+653,97,1,1,0
+662,9052,1,1,0
+675,1022,1,0,1
+683,710,1,1,0
+688,97,1,1,0
+694,1372,1,0,1
+697,530,1,1,0
+714,360,1,0,1
+719,710,1,1,0
+734,2029,1,1,0
+734,7322,1,0,1
+738,79514,1,1,0
+751,522,1,0,1
+771,1927,1,0,1
+776,999,1,1,0
+777,360,1,0,1
+781,530,1,0,1
+783,130753,1,1,0
+785,132659,1,1,0
+786,130257,1,0,1
+790,97,1,1,0
+793,54264,1,0,1
+827,159,1,1,0
+833,1372,1,0,1
+865,97,1,1,0
+893,360,1,1,0
+894,97,1,1,0
+940,999,1,1,0
+944,159,1,0,1
+953,1011,1,1,0
+973,97,1,1,0
+984,710,1,1,0
+989,1011,1,1,0
+993,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json
new file mode 100644
index 0000000..7f55131
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-00-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31556,
+  "requested": 114,
+  "accepted_requests": 80,
+  "rejected_requests": 34,
+  "arriving_edges": 15584807,
+  "accepted_arriving_edges": 14362267,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b32d9f696c6f4867bf5bf0314083e9d197d8781601b355a998aa0ff0d6b1ff7f",
+    "final_apl_state_float32": [
+      153.3387451171875,
+      169.93942260742188
+    ],
+    "final_apl_state_u32_bits": [
+      1125734072,
+      1126822014
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4635126670000318,
+  "diagnostic_simulation_seconds": 5.5033607660006965,
+  "wall_seconds": 6.515162431001954,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178",
+    "requests.npz": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..634c4cf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a234c90fd2ddd8c5f04836fa4c660e2891fcef51ee3313d4115a51cb52e37c85",
+  "final_apl_state_float32": [
+    156.4926300048828,
+    166.2684783935547
+  ],
+  "final_apl_state_u32_bits": [
+    1125940765,
+    1126581435
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..c6c101c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,5519,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+26,4505,1,1,0
+32,2586,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+98,3202,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+103,3202,1,0,1
+104,3202,1,0,1
+128,9188,1,1,0
+130,2010,1,0,1
+169,4505,1,1,0
+177,6842,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+224,2347,1,0,1
+264,3252,1,0,1
+294,2535,1,1,0
+299,2231,1,1,0
+302,7781,1,0,1
+303,130753,1,1,0
+326,2970,1,1,0
+342,6842,1,1,0
+350,7781,1,1,0
+354,2010,1,1,0
+354,4311,1,1,0
+361,1890,1,1,0
+390,1514,1,1,0
+418,1514,1,1,0
+427,4505,1,0,1
+442,2535,1,0,1
+442,5519,1,1,0
+452,2010,1,1,0
+454,130472,1,1,0
+472,2994,1,1,0
+477,999,1,1,0
+479,131226,1,0,1
+480,4026,1,1,0
+518,9188,1,1,0
+520,6842,1,0,1
+528,3161,1,1,0
+532,4311,1,1,0
+566,130753,1,1,0
+570,2943,1,1,0
+571,3202,1,0,1
+578,1011,1,0,1
+582,3252,1,0,1
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,1,0
+620,4311,1,0,1
+622,4311,1,0,1
+637,4505,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,1,0
+666,4505,1,1,0
+674,159,1,1,0
+684,2347,1,1,0
+712,9975,1,1,0
+718,999,1,1,0
+718,2029,1,0,1
+728,2231,1,1,0
+729,999,1,0,1
+735,3202,1,1,0
+766,189,1,1,0
+771,2029,1,0,1
+784,1011,1,1,0
+791,2231,1,1,0
+791,4505,1,1,0
+803,1011,1,0,1
+804,6842,1,1,0
+813,1514,1,0,1
+821,8001,1,1,0
+835,1890,1,1,0
+838,1011,1,1,0
+842,2231,1,1,0
+848,10769,1,1,0
+869,189,1,1,0
+873,130472,1,1,0
+875,2231,1,1,0
+879,2010,1,1,0
+911,2586,1,1,0
+921,3202,1,1,0
+933,8001,1,1,0
+940,1011,1,0,1
+955,3252,1,1,0
+956,3252,1,0,1
+966,159,1,0,1
+979,12644,1,0,1
+983,1011,1,0,1
+988,1011,1,0,1
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json
new file mode 100644
index 0000000..5ae05c0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30156,
+  "requested": 99,
+  "accepted_requests": 67,
+  "rejected_requests": 32,
+  "arriving_edges": 14553189,
+  "accepted_arriving_edges": 13379503,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a234c90fd2ddd8c5f04836fa4c660e2891fcef51ee3313d4115a51cb52e37c85",
+    "final_apl_state_float32": [
+      156.4926300048828,
+      166.2684783935547
+    ],
+    "final_apl_state_u32_bits": [
+      1125940765,
+      1126581435
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4648748039981001,
+  "diagnostic_simulation_seconds": 5.500054191998061,
+  "wall_seconds": 6.517867758000648,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+    "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..634c4cf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a234c90fd2ddd8c5f04836fa4c660e2891fcef51ee3313d4115a51cb52e37c85",
+  "final_apl_state_float32": [
+    156.4926300048828,
+    166.2684783935547
+  ],
+  "final_apl_state_u32_bits": [
+    1125940765,
+    1126581435
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..c6c101c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,5519,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+26,4505,1,1,0
+32,2586,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+98,3202,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+103,3202,1,0,1
+104,3202,1,0,1
+128,9188,1,1,0
+130,2010,1,0,1
+169,4505,1,1,0
+177,6842,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+224,2347,1,0,1
+264,3252,1,0,1
+294,2535,1,1,0
+299,2231,1,1,0
+302,7781,1,0,1
+303,130753,1,1,0
+326,2970,1,1,0
+342,6842,1,1,0
+350,7781,1,1,0
+354,2010,1,1,0
+354,4311,1,1,0
+361,1890,1,1,0
+390,1514,1,1,0
+418,1514,1,1,0
+427,4505,1,0,1
+442,2535,1,0,1
+442,5519,1,1,0
+452,2010,1,1,0
+454,130472,1,1,0
+472,2994,1,1,0
+477,999,1,1,0
+479,131226,1,0,1
+480,4026,1,1,0
+518,9188,1,1,0
+520,6842,1,0,1
+528,3161,1,1,0
+532,4311,1,1,0
+566,130753,1,1,0
+570,2943,1,1,0
+571,3202,1,0,1
+578,1011,1,0,1
+582,3252,1,0,1
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,1,0
+620,4311,1,0,1
+622,4311,1,0,1
+637,4505,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,1,0
+666,4505,1,1,0
+674,159,1,1,0
+684,2347,1,1,0
+712,9975,1,1,0
+718,999,1,1,0
+718,2029,1,0,1
+728,2231,1,1,0
+729,999,1,0,1
+735,3202,1,1,0
+766,189,1,1,0
+771,2029,1,0,1
+784,1011,1,1,0
+791,2231,1,1,0
+791,4505,1,1,0
+803,1011,1,0,1
+804,6842,1,1,0
+813,1514,1,0,1
+821,8001,1,1,0
+835,1890,1,1,0
+838,1011,1,1,0
+842,2231,1,1,0
+848,10769,1,1,0
+869,189,1,1,0
+873,130472,1,1,0
+875,2231,1,1,0
+879,2010,1,1,0
+911,2586,1,1,0
+921,3202,1,1,0
+933,8001,1,1,0
+940,1011,1,0,1
+955,3252,1,1,0
+956,3252,1,0,1
+966,159,1,0,1
+979,12644,1,0,1
+983,1011,1,0,1
+988,1011,1,0,1
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json
new file mode 100644
index 0000000..b6ba62a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30156,
+  "requested": 99,
+  "accepted_requests": 67,
+  "rejected_requests": 32,
+  "arriving_edges": 14553189,
+  "accepted_arriving_edges": 13379503,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a234c90fd2ddd8c5f04836fa4c660e2891fcef51ee3313d4115a51cb52e37c85",
+    "final_apl_state_float32": [
+      156.4926300048828,
+      166.2684783935547
+    ],
+    "final_apl_state_u32_bits": [
+      1125940765,
+      1126581435
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4680447569990065,
+  "diagnostic_simulation_seconds": 5.495093642999564,
+  "wall_seconds": 6.5316772570004105,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+    "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..4af01aa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "d4065114888e7ad3dd60a8e21974c6a5c28341555f1ed7c06fe53d38d1324070",
+  "final_apl_state_float32": [
+    151.40023803710938,
+    172.05284118652344
+  ],
+  "final_apl_state_u32_bits": [
+    1125607030,
+    1126960519
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..fe93142
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv
@@ -0,0 +1,131 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2970,1,1,0
+7,4505,1,1,0
+18,2231,1,1,0
+27,1514,1,1,0
+27,2535,1,1,0
+44,6842,1,1,0
+46,189,1,1,0
+46,2493,1,1,0
+53,21802,1,1,0
+56,2970,1,1,0
+81,12644,1,1,0
+82,14839,1,1,0
+89,4026,1,1,0
+90,2231,1,1,0
+119,2029,1,1,0
+119,3345,1,1,0
+121,999,1,1,0
+123,2029,1,0,1
+138,3252,1,1,0
+146,2231,1,1,0
+154,21802,1,1,0
+159,2010,1,0,1
+188,2029,1,0,1
+189,9188,1,1,0
+192,4311,1,1,0
+195,8504,1,1,0
+196,4311,1,0,1
+205,1890,1,1,0
+214,2029,1,1,0
+220,999,1,1,0
+250,999,1,1,0
+250,5519,1,1,0
+251,2231,1,1,0
+251,3202,1,0,1
+256,7679,1,1,0
+267,2231,1,0,1
+269,4311,1,0,1
+269,131226,1,1,0
+318,159,1,1,0
+332,14839,1,1,0
+347,6842,1,1,0
+356,130753,1,1,0
+357,4311,1,1,0
+365,2535,1,0,1
+372,1191,1,1,0
+385,130753,1,1,0
+404,2535,1,1,0
+422,1514,1,1,0
+428,2029,1,0,1
+432,3252,1,1,0
+435,4505,1,0,1
+437,9975,1,1,0
+438,7781,1,0,1
+446,8001,1,1,0
+467,7781,1,1,0
+469,7781,1,0,1
+490,2029,1,0,1
+498,8001,1,1,0
+505,2347,1,1,0
+513,4311,1,0,1
+516,2231,1,0,1
+516,7781,1,1,0
+528,1890,1,1,0
+531,2586,1,1,0
+548,2347,1,1,0
+553,8504,1,1,0
+555,5519,1,1,0
+557,2493,1,1,0
+572,2231,1,1,0
+574,5519,1,0,1
+581,1011,1,1,0
+597,4311,1,1,0
+603,130753,1,0,1
+609,6842,1,1,0
+611,6842,1,0,1
+618,9975,1,1,0
+622,2029,1,1,0
+633,2029,1,0,1
+641,21802,1,1,0
+657,1011,1,0,1
+661,9188,1,1,0
+663,4311,1,1,0
+680,2029,1,1,0
+685,4311,1,1,0
+690,2927,1,0,1
+724,5519,1,1,0
+725,130753,1,0,1
+731,3202,1,1,0
+731,9975,1,1,0
+732,14839,1,1,0
+734,999,1,0,1
+740,2029,1,1,0
+744,2231,1,1,0
+755,999,1,1,0
+758,9188,1,1,0
+761,1011,1,1,0
+765,999,1,0,1
+770,4505,1,1,0
+783,999,1,1,0
+789,3202,1,1,0
+797,4311,1,1,0
+799,9188,1,1,0
+811,3202,1,1,0
+817,1927,1,0,1
+823,2231,1,0,1
+823,4173,1,1,0
+848,2029,1,1,0
+849,7781,1,0,1
+850,6842,1,1,0
+861,3252,1,1,0
+869,999,1,0,1
+869,2601,1,1,0
+889,999,1,1,0
+896,3252,1,1,0
+900,4311,1,1,0
+901,189,1,0,1
+907,2029,1,1,0
+913,3252,1,0,1
+919,5519,1,1,0
+932,1514,1,1,0
+932,130753,1,0,1
+939,2231,1,1,0
+948,2029,1,1,0
+954,131226,1,1,0
+971,9370,1,1,0
+981,7781,1,1,0
+981,8504,1,1,0
+990,2029,1,1,0
+991,6842,1,1,0
+998,21802,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json
new file mode 100644
index 0000000..aa6a6bd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29491,
+  "requested": 130,
+  "accepted_requests": 99,
+  "rejected_requests": 31,
+  "arriving_edges": 14006910,
+  "accepted_arriving_edges": 12872354,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "d4065114888e7ad3dd60a8e21974c6a5c28341555f1ed7c06fe53d38d1324070",
+    "final_apl_state_float32": [
+      151.40023803710938,
+      172.05284118652344
+    ],
+    "final_apl_state_u32_bits": [
+      1125607030,
+      1126960519
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4649154049984645,
+  "diagnostic_simulation_seconds": 5.392976610000915,
+  "wall_seconds": 6.413095503998193,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720",
+    "requests.npz": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..640e648
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8a64025ae242a79dec56a2ec978e52c4a174f6cb6c4313041b1879bbab494e5e",
+  "final_apl_state_float32": [
+    150.51649475097656,
+    163.49331665039062
+  ],
+  "final_apl_state_u32_bits": [
+    1125549113,
+    1126399562
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..79d3408
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv
@@ -0,0 +1,102 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,1514,1,1,0
+30,5519,1,1,0
+42,130472,1,1,0
+50,9370,1,1,0
+51,9370,1,0,1
+68,2347,1,1,0
+71,1011,1,1,0
+77,2231,1,1,0
+83,12644,1,1,0
+87,2231,1,0,1
+92,2029,1,1,0
+94,7781,1,1,0
+112,5519,1,1,0
+131,2347,1,1,0
+145,4505,1,1,0
+152,3202,1,1,0
+152,130753,1,1,0
+166,7781,1,1,0
+173,5519,1,1,0
+174,21802,1,1,0
+178,10769,1,1,0
+188,2231,1,0,1
+198,1011,1,1,0
+201,1927,1,1,0
+206,2347,1,1,0
+222,1514,1,1,0
+224,131226,1,0,1
+226,1514,1,0,1
+226,5519,1,1,0
+233,14839,1,1,0
+242,9370,1,1,0
+247,1514,1,1,0
+250,14839,1,0,1
+257,3202,1,1,0
+264,7781,1,1,0
+268,2010,1,1,0
+275,3202,1,0,1
+304,2231,1,1,0
+307,9370,1,1,0
+329,21802,1,0,1
+330,3202,1,0,1
+334,9975,1,1,0
+349,6842,1,0,1
+363,1514,1,1,0
+364,131226,1,1,0
+376,5519,1,0,1
+378,4505,1,0,1
+404,5519,1,1,0
+409,999,1,0,1
+420,2347,1,0,1
+420,3202,1,1,0
+440,2029,1,1,0
+451,999,1,1,0
+451,1514,1,1,0
+453,131226,1,1,0
+468,3252,1,0,1
+469,4311,1,1,0
+488,4026,1,1,0
+489,5519,1,0,1
+493,4311,1,1,0
+533,1514,1,1,0
+539,5519,1,1,0
+540,4311,1,1,0
+541,1011,1,0,1
+544,2029,1,1,0
+548,21802,1,1,0
+552,5519,1,0,1
+563,3252,1,1,0
+567,1011,1,1,0
+569,8504,1,1,0
+584,2010,1,1,0
+585,4173,1,1,0
+604,12644,1,1,0
+605,3252,1,1,0
+626,8504,1,1,0
+631,3345,1,1,0
+650,130753,1,1,0
+656,3202,1,1,0
+671,2231,1,1,0
+695,999,1,1,0
+696,7781,1,1,0
+706,3252,1,1,0
+706,9188,1,1,0
+755,1927,1,0,1
+772,2029,1,0,1
+776,130472,1,1,0
+791,2601,1,1,0
+792,2231,1,1,0
+802,12644,1,1,0
+826,2010,1,1,0
+835,2029,1,0,1
+854,6842,1,0,1
+876,999,1,1,0
+882,2231,1,0,1
+888,3202,1,1,0
+908,130472,1,1,0
+929,4311,1,1,0
+931,5519,1,1,0
+949,5519,1,0,1
+955,130472,1,1,0
+983,6842,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json
new file mode 100644
index 0000000..4bb6534
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28706,
+  "requested": 101,
+  "accepted_requests": 77,
+  "rejected_requests": 24,
+  "arriving_edges": 13888279,
+  "accepted_arriving_edges": 12791884,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8a64025ae242a79dec56a2ec978e52c4a174f6cb6c4313041b1879bbab494e5e",
+    "final_apl_state_float32": [
+      150.51649475097656,
+      163.49331665039062
+    ],
+    "final_apl_state_u32_bits": [
+      1125549113,
+      1126399562
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46273588099938934,
+  "diagnostic_simulation_seconds": 5.39284658500037,
+  "wall_seconds": 6.4033313669970084,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807",
+    "requests.npz": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..3fabaef
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2ac43176720447af050de74a38d7da9ce4b921e5c7563c9c18f47e5ad07027b6",
+  "final_apl_state_float32": [
+    155.99273681640625,
+    167.56236267089844
+  ],
+  "final_apl_state_u32_bits": [
+    1125908004,
+    1126666231
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..8eb354c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,2994,1,1,0
+39,2231,1,1,0
+43,1514,1,1,0
+48,4311,1,1,0
+54,3161,1,1,0
+62,159,1,1,0
+63,7781,1,1,0
+64,7781,1,0,1
+83,130753,1,1,0
+106,2927,1,1,0
+107,2970,1,1,0
+126,4311,1,1,0
+162,4505,1,1,0
+170,5519,1,0,1
+182,6842,1,1,0
+185,130753,1,1,0
+191,1011,1,1,0
+193,1514,1,1,0
+199,4505,1,1,0
+214,4505,1,0,1
+216,2535,1,1,0
+216,130472,1,1,0
+221,2493,1,1,0
+232,6842,1,1,0
+250,4311,1,0,1
+268,2010,1,1,0
+278,159,1,1,0
+291,131226,1,1,0
+308,9370,1,1,0
+313,8001,1,0,1
+316,8001,1,0,1
+324,999,1,1,0
+325,4505,1,1,0
+326,12644,1,1,0
+328,130753,1,1,0
+340,1191,1,1,0
+340,5519,1,1,0
+360,7781,1,0,1
+364,8504,1,1,0
+374,7781,1,1,0
+376,130472,1,1,0
+387,12644,1,1,0
+399,4505,1,0,1
+408,6842,1,1,0
+412,1011,1,0,1
+428,7781,1,1,0
+430,3202,1,0,1
+431,6842,1,1,0
+434,2943,1,1,0
+445,331,1,1,0
+462,7781,1,1,0
+476,2231,1,0,1
+487,1890,1,0,1
+490,999,1,1,0
+504,1011,1,1,0
+511,4311,1,1,0
+524,130753,1,0,1
+534,2029,1,1,0
+553,3345,1,1,0
+555,2010,1,1,0
+567,9370,1,1,0
+568,2010,1,0,1
+573,5519,1,1,0
+579,130753,1,1,0
+586,999,1,0,1
+588,5519,1,0,1
+598,2010,1,1,0
+603,130753,1,1,0
+618,4311,1,1,0
+627,3252,1,1,0
+632,522,1,1,0
+633,4505,1,1,0
+634,2943,1,1,0
+654,4505,1,0,1
+655,4505,1,1,0
+657,2231,1,1,0
+660,7781,1,1,0
+671,6842,1,1,0
+682,1011,1,1,0
+682,3252,1,1,0
+683,6842,1,0,1
+688,4311,1,0,1
+707,999,1,1,0
+726,130497,1,0,1
+733,2231,1,0,1
+739,4311,1,1,0
+746,2029,1,1,0
+753,2029,1,0,1
+762,2586,1,1,0
+766,3161,1,1,0
+809,3252,1,0,1
+822,6842,1,1,0
+831,131226,1,0,1
+838,999,1,1,0
+838,10769,1,1,0
+842,5519,1,1,0
+853,9188,1,1,0
+861,4311,1,1,0
+866,5519,1,1,0
+887,2601,1,1,0
+904,4505,1,0,1
+921,1514,1,0,1
+928,2601,1,1,0
+936,2231,1,1,0
+939,130472,1,1,0
+948,4311,1,0,1
+952,2493,1,1,0
+977,3252,1,1,0
+979,4311,1,1,0
+983,14839,1,1,0
+984,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json
new file mode 100644
index 0000000..340c7f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30563,
+  "requested": 111,
+  "accepted_requests": 84,
+  "rejected_requests": 27,
+  "arriving_edges": 14683141,
+  "accepted_arriving_edges": 13524332,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2ac43176720447af050de74a38d7da9ce4b921e5c7563c9c18f47e5ad07027b6",
+    "final_apl_state_float32": [
+      155.99273681640625,
+      167.56236267089844
+    ],
+    "final_apl_state_u32_bits": [
+      1125908004,
+      1126666231
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46670122199793695,
+  "diagnostic_simulation_seconds": 5.437726855001529,
+  "wall_seconds": 6.447510448000685,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d",
+    "requests.npz": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..aa5b460
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "9cea8a6a5b9db34a9b9589cb3dc012a261e6faa16d60ae8d3d29d9319a3daea1",
+  "final_apl_state_float32": [
+    153.22344970703125,
+    167.4165802001953
+  ],
+  "final_apl_state_u32_bits": [
+    1125726516,
+    1126656677
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..bceaa81
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv
@@ -0,0 +1,84 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2347,1,1,0
+20,130753,1,1,0
+32,999,1,1,0
+67,130753,1,1,0
+79,7781,1,1,0
+121,3252,1,1,0
+126,2586,1,1,0
+137,1191,1,1,0
+144,999,1,1,0
+155,4311,1,1,0
+159,2231,1,1,0
+180,6842,1,0,1
+197,5519,1,0,1
+214,12644,1,1,0
+215,2601,1,1,0
+244,159,1,0,1
+245,2010,1,1,0
+249,5519,1,1,0
+256,999,1,1,0
+273,12644,1,1,0
+276,999,1,0,1
+297,131226,1,1,0
+331,10769,1,1,0
+341,4311,1,0,1
+358,5519,1,1,0
+361,2029,1,1,0
+371,1514,1,0,1
+380,130753,1,0,1
+382,7679,1,1,0
+390,1011,1,0,1
+400,2231,1,1,0
+421,2943,1,0,1
+426,999,1,1,0
+430,9188,1,1,0
+438,5519,1,1,0
+467,2010,1,1,0
+469,2347,1,1,0
+476,999,1,1,0
+478,189,1,0,1
+480,130753,1,1,0
+490,2493,1,1,0
+494,2231,1,1,0
+494,131226,1,0,1
+502,131226,1,0,1
+538,999,1,1,0
+547,5519,1,1,0
+581,2586,1,0,1
+610,3202,1,1,0
+626,1514,1,1,0
+632,130753,1,0,1
+641,9370,1,0,1
+661,3252,1,1,0
+666,14839,1,1,0
+671,6842,1,1,0
+678,9188,1,1,0
+684,4311,1,1,0
+689,130753,1,1,0
+693,3161,1,1,0
+699,2994,1,1,0
+704,6842,1,1,0
+728,2029,1,0,1
+748,8504,1,1,0
+760,1191,1,1,0
+797,2231,1,0,1
+815,2010,1,1,0
+817,3252,1,1,0
+822,14839,1,1,0
+823,4505,1,1,0
+848,3202,1,1,0
+870,5519,1,1,0
+870,12644,1,1,0
+880,3202,1,1,0
+884,189,1,1,0
+898,10769,1,1,0
+917,159,1,0,1
+922,130472,1,1,0
+946,2010,1,1,0
+952,1514,1,1,0
+953,4311,1,1,0
+966,8001,1,1,0
+979,2970,1,0,1
+993,14839,1,0,1
+998,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json
new file mode 100644
index 0000000..870f904
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-01-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29060,
+  "requested": 83,
+  "accepted_requests": 63,
+  "rejected_requests": 20,
+  "arriving_edges": 14009536,
+  "accepted_arriving_edges": 12899315,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "9cea8a6a5b9db34a9b9589cb3dc012a261e6faa16d60ae8d3d29d9319a3daea1",
+    "final_apl_state_float32": [
+      153.22344970703125,
+      167.4165802001953
+    ],
+    "final_apl_state_u32_bits": [
+      1125726516,
+      1126656677
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46639633900122135,
+  "diagnostic_simulation_seconds": 5.3828776980008115,
+  "wall_seconds": 6.3967439610023575,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da",
+    "requests.npz": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2b553f6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+  "final_apl_state_float32": [
+    151.144775390625,
+    171.73756408691406
+  ],
+  "final_apl_state_u32_bits": [
+    1125590288,
+    1126939857
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..0544ba9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv
@@ -0,0 +1,93 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,159,1,1,0
+21,7322,1,1,0
+22,2029,1,1,0
+28,530,1,1,0
+36,4786,1,1,0
+46,3244,1,1,0
+70,530,1,1,0
+85,4768,1,1,0
+85,4786,1,1,0
+88,530,1,0,1
+88,999,1,1,0
+96,130753,1,1,0
+102,2029,1,1,0
+122,130753,1,1,0
+139,999,1,1,0
+141,710,1,1,0
+144,434,1,1,0
+146,132659,1,1,0
+164,130257,1,1,0
+180,4786,1,1,0
+183,6721,1,1,0
+192,79514,1,1,0
+193,434,1,0,1
+237,6721,1,1,0
+264,133666,1,1,0
+293,530,1,1,0
+300,130753,1,1,0
+366,1011,1,0,1
+367,54264,1,1,0
+415,571,1,1,0
+426,530,1,0,1
+432,999,1,1,0
+459,434,1,0,1
+460,9052,1,1,0
+465,360,1,0,1
+474,522,1,0,1
+493,4624,1,1,0
+497,1011,1,1,0
+509,1011,1,0,1
+510,999,1,0,1
+512,522,1,1,0
+550,999,1,1,0
+570,189,1,1,0
+577,189,1,0,1
+589,360,1,0,1
+612,1011,1,1,0
+623,1011,1,0,1
+624,132659,1,0,1
+632,159,1,1,0
+634,2029,1,1,0
+637,130257,1,0,1
+651,530,1,1,0
+651,710,1,0,1
+666,6721,1,1,0
+673,159,1,1,0
+676,360,1,0,1
+678,2552,1,0,1
+705,522,1,1,0
+713,7680,1,1,0
+724,530,1,1,0
+730,4786,1,1,0
+733,710,1,0,1
+733,813,1,0,1
+733,7680,1,0,1
+744,2160,1,1,0
+745,6721,1,1,0
+750,710,1,1,0
+751,2157,1,0,1
+760,130753,1,1,0
+795,360,1,1,0
+798,813,1,1,0
+800,1011,1,1,0
+804,522,1,1,0
+815,7680,1,0,1
+817,130753,1,1,0
+821,1927,1,1,0
+840,9052,1,1,0
+858,530,1,1,0
+859,130753,1,1,0
+866,7322,1,1,0
+874,999,1,1,0
+880,132659,1,1,0
+895,130257,1,1,0
+900,710,1,0,1
+916,434,1,0,1
+939,710,1,0,1
+941,1011,1,0,1
+951,2552,1,1,0
+962,4786,1,1,0
+965,813,1,1,0
+969,530,1,1,0
+977,813,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json
new file mode 100644
index 0000000..40a495f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29608,
+  "requested": 92,
+  "accepted_requests": 65,
+  "rejected_requests": 27,
+  "arriving_edges": 14572535,
+  "accepted_arriving_edges": 13414678,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+    "final_apl_state_float32": [
+      151.144775390625,
+      171.73756408691406
+    ],
+    "final_apl_state_u32_bits": [
+      1125590288,
+      1126939857
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4684760489981272,
+  "diagnostic_simulation_seconds": 5.492411849001655,
+  "wall_seconds": 6.50705003099938,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+    "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..2b553f6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+  "final_apl_state_float32": [
+    151.144775390625,
+    171.73756408691406
+  ],
+  "final_apl_state_u32_bits": [
+    1125590288,
+    1126939857
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..0544ba9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv
@@ -0,0 +1,93 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,159,1,1,0
+21,7322,1,1,0
+22,2029,1,1,0
+28,530,1,1,0
+36,4786,1,1,0
+46,3244,1,1,0
+70,530,1,1,0
+85,4768,1,1,0
+85,4786,1,1,0
+88,530,1,0,1
+88,999,1,1,0
+96,130753,1,1,0
+102,2029,1,1,0
+122,130753,1,1,0
+139,999,1,1,0
+141,710,1,1,0
+144,434,1,1,0
+146,132659,1,1,0
+164,130257,1,1,0
+180,4786,1,1,0
+183,6721,1,1,0
+192,79514,1,1,0
+193,434,1,0,1
+237,6721,1,1,0
+264,133666,1,1,0
+293,530,1,1,0
+300,130753,1,1,0
+366,1011,1,0,1
+367,54264,1,1,0
+415,571,1,1,0
+426,530,1,0,1
+432,999,1,1,0
+459,434,1,0,1
+460,9052,1,1,0
+465,360,1,0,1
+474,522,1,0,1
+493,4624,1,1,0
+497,1011,1,1,0
+509,1011,1,0,1
+510,999,1,0,1
+512,522,1,1,0
+550,999,1,1,0
+570,189,1,1,0
+577,189,1,0,1
+589,360,1,0,1
+612,1011,1,1,0
+623,1011,1,0,1
+624,132659,1,0,1
+632,159,1,1,0
+634,2029,1,1,0
+637,130257,1,0,1
+651,530,1,1,0
+651,710,1,0,1
+666,6721,1,1,0
+673,159,1,1,0
+676,360,1,0,1
+678,2552,1,0,1
+705,522,1,1,0
+713,7680,1,1,0
+724,530,1,1,0
+730,4786,1,1,0
+733,710,1,0,1
+733,813,1,0,1
+733,7680,1,0,1
+744,2160,1,1,0
+745,6721,1,1,0
+750,710,1,1,0
+751,2157,1,0,1
+760,130753,1,1,0
+795,360,1,1,0
+798,813,1,1,0
+800,1011,1,1,0
+804,522,1,1,0
+815,7680,1,0,1
+817,130753,1,1,0
+821,1927,1,1,0
+840,9052,1,1,0
+858,530,1,1,0
+859,130753,1,1,0
+866,7322,1,1,0
+874,999,1,1,0
+880,132659,1,1,0
+895,130257,1,1,0
+900,710,1,0,1
+916,434,1,0,1
+939,710,1,0,1
+941,1011,1,0,1
+951,2552,1,1,0
+962,4786,1,1,0
+965,813,1,1,0
+969,530,1,1,0
+977,813,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json
new file mode 100644
index 0000000..deafa20
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29608,
+  "requested": 92,
+  "accepted_requests": 65,
+  "rejected_requests": 27,
+  "arriving_edges": 14572535,
+  "accepted_arriving_edges": 13414678,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8c1e795a2267f3775973cdb77602769c8415b0f74fc78a22b421166e7512e85f",
+    "final_apl_state_float32": [
+      151.144775390625,
+      171.73756408691406
+    ],
+    "final_apl_state_u32_bits": [
+      1125590288,
+      1126939857
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46341210399987176,
+  "diagnostic_simulation_seconds": 5.5293507800015504,
+  "wall_seconds": 6.550853298002039,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+    "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..eab279a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "03364daf67494cf9bb3b1b316932275def246565b296906b4d08e7e981b9c097",
+  "final_apl_state_float32": [
+    152.07362365722656,
+    171.370849609375
+  ],
+  "final_apl_state_u32_bits": [
+    1125651161,
+    1126915824
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..1de9029
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+9,813,1,1,0
+9,54264,1,1,0
+12,130257,1,1,0
+23,132659,1,1,0
+24,360,1,1,0
+30,4786,1,1,0
+38,130753,1,1,0
+39,2157,1,1,0
+41,4786,1,0,1
+65,97,1,1,0
+65,9052,1,1,0
+75,2552,1,1,0
+78,1011,1,1,0
+80,434,1,1,0
+80,2157,1,1,0
+87,530,1,1,0
+100,434,1,0,1
+101,7680,1,1,0
+114,530,1,1,0
+114,54264,1,1,0
+116,434,1,1,0
+126,522,1,1,0
+126,4624,1,1,0
+131,4624,1,0,1
+169,434,1,0,1
+171,710,1,1,0
+205,360,1,1,0
+217,54264,1,1,0
+223,530,1,1,0
+249,159,1,0,1
+250,813,1,1,0
+251,133666,1,1,0
+265,9052,1,0,1
+266,6721,1,1,0
+275,331,1,1,0
+276,2029,1,1,0
+290,999,1,0,1
+302,97,1,1,0
+310,522,1,0,1
+315,2157,1,0,1
+319,622,1,0,1
+326,133666,1,1,0
+327,813,1,1,0
+330,360,1,1,0
+353,133666,1,1,0
+354,434,1,1,0
+361,4768,1,1,0
+376,1372,1,1,0
+380,4786,1,1,0
+406,4624,1,1,0
+412,813,1,0,1
+422,710,1,0,1
+424,710,1,0,1
+449,2157,1,0,1
+468,54264,1,1,0
+489,9052,1,0,1
+501,9052,1,1,0
+515,4786,1,1,0
+524,530,1,1,0
+525,54264,1,1,0
+552,6721,1,1,0
+570,4786,1,1,0
+573,434,1,1,0
+595,1372,1,1,0
+598,710,1,1,0
+616,54264,1,1,0
+618,6721,1,1,0
+629,3244,1,1,0
+642,1011,1,1,0
+648,2029,1,1,0
+655,999,1,0,1
+659,530,1,1,0
+673,522,1,1,0
+691,4786,1,1,0
+702,130753,1,1,0
+713,97,1,1,0
+713,6721,1,1,0
+723,97,1,0,1
+729,434,1,1,0
+745,522,1,1,0
+747,434,1,0,1
+749,130257,1,0,1
+762,999,1,1,0
+774,3244,1,1,0
+780,2157,1,0,1
+782,7322,1,1,0
+786,130753,1,1,0
+806,189,1,0,1
+809,79514,1,1,0
+820,666,1,1,0
+848,1011,1,0,1
+851,2552,1,1,0
+852,2157,1,0,1
+859,132659,1,1,0
+866,360,1,1,0
+868,530,1,0,1
+871,7680,1,1,0
+877,360,1,0,1
+882,132659,1,1,0
+899,3244,1,1,0
+902,530,1,0,1
+904,159,1,0,1
+914,434,1,1,0
+921,133666,1,0,1
+932,999,1,1,0
+935,666,1,0,1
+937,530,1,0,1
+974,2552,1,0,1
+982,79514,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json
new file mode 100644
index 0000000..43e7c0f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30410,
+  "requested": 109,
+  "accepted_requests": 78,
+  "rejected_requests": 31,
+  "arriving_edges": 14735034,
+  "accepted_arriving_edges": 13554697,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "03364daf67494cf9bb3b1b316932275def246565b296906b4d08e7e981b9c097",
+    "final_apl_state_float32": [
+      152.07362365722656,
+      171.370849609375
+    ],
+    "final_apl_state_u32_bits": [
+      1125651161,
+      1126915824
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4675290599989239,
+  "diagnostic_simulation_seconds": 5.4783582519994525,
+  "wall_seconds": 6.500802899998234,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a",
+    "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..14a0cee
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "f3d8f2f46886f7fbd0c9047986d7ad1493dd816e116e5e9d73b65310a75bf555",
+  "final_apl_state_float32": [
+    148.5693359375,
+    167.01495361328125
+  ],
+  "final_apl_state_u32_bits": [
+    1125421504,
+    1126630356
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..6adf9b8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv
@@ -0,0 +1,113 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,132659,1,1,0
+18,4786,1,1,0
+42,999,1,1,0
+49,434,1,1,0
+53,132659,1,1,0
+56,132659,1,0,1
+60,79514,1,1,0
+70,6721,1,1,0
+72,4768,1,1,0
+94,9052,1,1,0
+105,999,1,1,0
+117,189,1,1,0
+120,6721,1,1,0
+126,79514,1,1,0
+130,2029,1,1,0
+144,1011,1,0,1
+170,97,1,1,0
+186,2157,1,1,0
+190,522,1,1,0
+213,434,1,0,1
+233,813,1,0,1
+234,1927,1,1,0
+235,530,1,1,0
+244,2157,1,1,0
+245,6721,1,1,0
+251,132659,1,1,0
+262,1372,1,1,0
+279,522,1,1,0
+284,434,1,0,1
+287,189,1,0,1
+288,7680,1,1,0
+291,9052,1,1,0
+312,530,1,0,1
+313,130753,1,1,0
+317,666,1,0,1
+318,2552,1,1,0
+319,2552,1,0,1
+322,7680,1,1,0
+328,813,1,1,0
+329,530,1,1,0
+341,1372,1,0,1
+348,4786,1,1,0
+352,522,1,0,1
+362,2029,1,1,0
+372,1011,1,1,0
+378,189,1,0,1
+387,9052,1,1,0
+388,813,1,0,1
+408,522,1,1,0
+413,189,1,0,1
+464,159,1,1,0
+465,999,1,1,0
+468,79514,1,1,0
+471,710,1,0,1
+507,360,1,1,0
+508,133666,1,0,1
+512,132659,1,1,0
+513,530,1,1,0
+514,4624,1,1,0
+530,159,1,1,0
+533,999,1,0,1
+546,132659,1,1,0
+559,2160,1,1,0
+569,9052,1,1,0
+572,530,1,0,1
+584,6721,1,1,0
+592,132659,1,1,0
+630,360,1,0,1
+636,1011,1,1,0
+640,1927,1,0,1
+660,2029,1,1,0
+661,2029,1,0,1
+684,6721,1,1,0
+689,999,1,1,0
+689,4624,1,1,0
+695,710,1,0,1
+706,530,1,0,1
+710,522,1,0,1
+710,3244,1,1,0
+728,1927,1,1,0
+729,813,1,1,0
+733,522,1,1,0
+754,2552,1,1,0
+757,813,1,1,0
+761,79514,1,1,0
+767,360,1,0,1
+773,331,1,1,0
+778,54264,1,1,0
+782,132659,1,1,0
+794,434,1,0,1
+794,1011,1,1,0
+800,710,1,1,0
+802,622,1,0,1
+824,530,1,0,1
+826,1927,1,1,0
+826,133666,1,0,1
+852,159,1,0,1
+852,2552,1,0,1
+876,130257,1,1,0
+883,530,1,0,1
+891,666,1,0,1
+892,522,1,1,0
+899,530,1,0,1
+900,133666,1,1,0
+902,522,1,0,1
+933,434,1,1,0
+946,130497,1,1,0
+964,530,1,0,1
+980,7322,1,0,1
+992,130753,1,0,1
+995,130257,1,1,0
+996,2160,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json
new file mode 100644
index 0000000..0d34d99
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29791,
+  "requested": 112,
+  "accepted_requests": 74,
+  "rejected_requests": 38,
+  "arriving_edges": 14297788,
+  "accepted_arriving_edges": 13130820,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "f3d8f2f46886f7fbd0c9047986d7ad1493dd816e116e5e9d73b65310a75bf555",
+    "final_apl_state_float32": [
+      148.5693359375,
+      167.01495361328125
+    ],
+    "final_apl_state_u32_bits": [
+      1125421504,
+      1126630356
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4665926630004833,
+  "diagnostic_simulation_seconds": 5.441204631999426,
+  "wall_seconds": 6.461487065000256,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54",
+    "requests.npz": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fc40e34
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "30f84a5b28e420c8edb167b0e417008a8a4b0ed06b6a24fea799714c84a2e7ee",
+  "final_apl_state_float32": [
+    154.90835571289062,
+    166.62001037597656
+  ],
+  "final_apl_state_u32_bits": [
+    1125836938,
+    1126604473
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..837d0f7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,2029,1,1,0
+24,7322,1,1,0
+36,133666,1,1,0
+43,999,1,1,0
+55,434,1,1,0
+60,434,1,0,1
+61,666,1,1,0
+77,710,1,1,0
+79,7322,1,1,0
+82,710,1,0,1
+87,710,1,0,1
+88,666,1,1,0
+88,133666,1,1,0
+97,54264,1,1,0
+112,434,1,1,0
+117,7322,1,1,0
+150,1372,1,1,0
+152,434,1,1,0
+177,4786,1,1,0
+180,530,1,0,1
+187,434,1,1,0
+228,1372,1,1,0
+239,97,1,1,0
+239,9052,1,1,0
+244,434,1,0,1
+246,999,1,0,1
+254,434,1,1,0
+270,666,1,1,0
+270,130753,1,0,1
+300,360,1,1,0
+301,130257,1,1,0
+305,571,1,1,0
+305,133666,1,0,1
+312,622,1,1,0
+322,79514,1,1,0
+333,4624,1,1,0
+342,133666,1,0,1
+344,813,1,1,0
+350,710,1,1,0
+357,360,1,0,1
+359,130753,1,1,0
+379,530,1,0,1
+385,97,1,1,0
+392,53508,1,1,0
+401,189,1,0,1
+401,530,1,1,0
+411,6721,1,1,0
+420,9052,1,1,0
+426,6721,1,0,1
+434,571,1,1,0
+441,79514,1,1,0
+445,7680,1,1,0
+447,132659,1,0,1
+457,79514,1,0,1
+458,999,1,1,0
+460,2157,1,1,0
+463,710,1,1,0
+470,434,1,0,1
+473,54264,1,1,0
+480,1011,1,1,0
+481,4624,1,1,0
+505,55121,1,1,0
+507,7680,1,1,0
+513,1372,1,1,0
+527,54264,1,1,0
+532,1011,1,1,0
+546,2160,1,1,0
+559,710,1,0,1
+562,6721,1,1,0
+575,130257,1,1,0
+577,360,1,1,0
+579,530,1,0,1
+581,4624,1,1,0
+587,710,1,1,0
+603,4624,1,1,0
+608,710,1,0,1
+613,2552,1,1,0
+628,2157,1,1,0
+644,4768,1,1,0
+645,7322,1,1,0
+649,360,1,1,0
+651,999,1,1,0
+651,53508,1,1,0
+691,7322,1,1,0
+711,2029,1,1,0
+718,434,1,0,1
+738,530,1,1,0
+748,1011,1,0,1
+753,7322,1,1,0
+771,530,1,1,0
+773,7680,1,1,0
+781,666,1,1,0
+783,2552,1,1,0
+799,130257,1,1,0
+801,2029,1,1,0
+805,7680,1,1,0
+829,130753,1,1,0
+829,132659,1,1,0
+843,6721,1,1,0
+845,360,1,1,0
+879,813,1,0,1
+892,54264,1,1,0
+895,4768,1,0,1
+896,1011,1,0,1
+913,1011,1,1,0
+922,2160,1,1,0
+930,360,1,1,0
+934,97,1,0,1
+946,6721,1,1,0
+962,130753,1,1,0
+988,530,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json
new file mode 100644
index 0000000..1148329
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30196,
+  "requested": 111,
+  "accepted_requests": 86,
+  "rejected_requests": 25,
+  "arriving_edges": 14663071,
+  "accepted_arriving_edges": 13513472,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "30f84a5b28e420c8edb167b0e417008a8a4b0ed06b6a24fea799714c84a2e7ee",
+    "final_apl_state_float32": [
+      154.90835571289062,
+      166.62001037597656
+    ],
+    "final_apl_state_u32_bits": [
+      1125836938,
+      1126604473
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46366274200045154,
+  "diagnostic_simulation_seconds": 5.526426611999341,
+  "wall_seconds": 6.516473857001984,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30",
+    "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d8646b3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8a8cf45def453dabfb10038b27374663524e0f8644c86c163e285aeef1317235",
+  "final_apl_state_float32": [
+    150.0680694580078,
+    166.87953186035156
+  ],
+  "final_apl_state_u32_bits": [
+    1125519725,
+    1126621481
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..16115cd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv
@@ -0,0 +1,97 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,360,1,1,0
+9,7322,1,1,0
+16,530,1,1,0
+28,434,1,1,0
+33,434,1,0,1
+45,7322,1,1,0
+51,434,1,1,0
+69,130257,1,1,0
+111,1372,1,0,1
+123,97,1,1,0
+134,130753,1,1,0
+138,4786,1,1,0
+147,4624,1,0,1
+167,1372,1,1,0
+171,2160,1,0,1
+178,4624,1,1,0
+180,189,1,1,0
+194,3244,1,1,0
+203,4786,1,1,0
+219,9052,1,0,1
+225,522,1,1,0
+236,4624,1,1,0
+254,132659,1,1,0
+298,434,1,0,1
+302,434,1,0,1
+302,2552,1,0,1
+303,6721,1,1,0
+321,999,1,1,0
+338,2157,1,1,0
+343,54264,1,1,0
+344,4624,1,1,0
+345,813,1,0,1
+354,434,1,1,0
+378,130257,1,1,0
+384,2029,1,1,0
+385,132659,1,1,0
+389,360,1,1,0
+389,530,1,1,0
+393,530,1,0,1
+399,130257,1,0,1
+406,813,1,1,0
+410,813,1,0,1
+429,360,1,1,0
+452,9052,1,1,0
+467,2160,1,1,0
+474,4624,1,1,0
+477,522,1,1,0
+480,813,1,1,0
+490,571,1,1,0
+495,530,1,1,0
+528,189,1,0,1
+528,710,1,0,1
+529,1011,1,1,0
+535,530,1,0,1
+538,130257,1,0,1
+559,79514,1,1,0
+583,434,1,1,0
+591,130753,1,1,0
+594,7322,1,1,0
+601,1011,1,1,0
+617,7322,1,1,0
+623,331,1,0,1
+645,999,1,1,0
+659,159,1,0,1
+659,530,1,0,1
+662,4786,1,1,0
+671,813,1,1,0
+674,4786,1,0,1
+692,434,1,1,0
+698,666,1,1,0
+703,530,1,0,1
+709,132659,1,0,1
+727,522,1,1,0
+749,434,1,1,0
+754,434,1,0,1
+788,434,1,1,0
+820,189,1,0,1
+823,2157,1,1,0
+847,189,1,1,0
+887,9052,1,1,0
+892,530,1,1,0
+893,434,1,0,1
+894,132659,1,0,1
+904,1927,1,0,1
+923,434,1,0,1
+932,622,1,1,0
+939,79514,1,1,0
+955,97,1,1,0
+956,189,1,1,0
+970,434,1,0,1
+972,999,1,1,0
+978,2029,1,1,0
+986,360,1,0,1
+988,434,1,1,0
+993,710,1,0,1
+995,530,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json
new file mode 100644
index 0000000..ad12c58
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-02-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31102,
+  "requested": 96,
+  "accepted_requests": 65,
+  "rejected_requests": 31,
+  "arriving_edges": 15169067,
+  "accepted_arriving_edges": 13975324,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8a8cf45def453dabfb10038b27374663524e0f8644c86c163e285aeef1317235",
+    "final_apl_state_float32": [
+      150.0680694580078,
+      166.87953186035156
+    ],
+    "final_apl_state_u32_bits": [
+      1125519725,
+      1126621481
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46875463299875264,
+  "diagnostic_simulation_seconds": 5.530523607001669,
+  "wall_seconds": 6.544385925997631,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f",
+    "requests.npz": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..17cb53a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2a9338db2f89b12b2bd74b0fd950e67acb2e4461d52903015c2aa3763b0246e3",
+  "final_apl_state_float32": [
+    154.69862365722656,
+    165.96258544921875
+  ],
+  "final_apl_state_u32_bits": [
+    1125823193,
+    1126561388
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..b4fcde9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv
@@ -0,0 +1,68 @@
+tick,neuron_idx,attempted,accepted,rejected
+29,8001,1,1,0
+32,607,1,1,0
+32,1022,1,1,0
+33,607,1,0,1
+57,700,1,1,0
+68,710,1,1,0
+69,10769,1,1,0
+71,1022,1,1,0
+127,2021,1,1,0
+128,2029,1,1,0
+132,2029,1,0,1
+149,700,1,1,0
+153,607,1,1,0
+209,9188,1,1,0
+211,1022,1,1,0
+217,700,1,0,1
+219,132659,1,1,0
+224,700,1,0,1
+263,710,1,1,0
+266,700,1,0,1
+271,1022,1,0,1
+271,9188,1,1,0
+275,130753,1,1,0
+288,129486,1,1,0
+289,132659,1,0,1
+306,132659,1,1,0
+339,700,1,1,0
+354,700,1,0,1
+356,130753,1,0,1
+397,710,1,1,0
+400,700,1,0,1
+439,999,1,1,0
+450,1695,1,0,1
+471,1022,1,0,1
+475,4605,1,1,0
+499,1022,1,1,0
+519,1022,1,0,1
+579,700,1,0,1
+623,530,1,1,0
+632,132659,1,1,0
+648,2029,1,0,1
+662,1022,1,1,0
+688,700,1,1,0
+691,12644,1,0,1
+740,1011,1,0,1
+742,1022,1,0,1
+746,9370,1,1,0
+748,700,1,0,1
+749,132659,1,0,1
+763,700,1,0,1
+765,2029,1,1,0
+794,700,1,0,1
+800,1022,1,0,1
+825,2029,1,0,1
+851,999,1,1,0
+864,710,1,1,0
+877,700,1,1,0
+884,4605,1,0,1
+912,700,1,1,0
+918,130753,1,1,0
+932,700,1,0,1
+936,132659,1,1,0
+948,999,1,0,1
+956,2577,1,1,0
+964,700,1,0,1
+976,999,1,1,0
+976,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json
new file mode 100644
index 0000000..4cfb187
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29285,
+  "requested": 67,
+  "accepted_requests": 39,
+  "rejected_requests": 28,
+  "arriving_edges": 14334250,
+  "accepted_arriving_edges": 13206442,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2a9338db2f89b12b2bd74b0fd950e67acb2e4461d52903015c2aa3763b0246e3",
+    "final_apl_state_float32": [
+      154.69862365722656,
+      165.96258544921875
+    ],
+    "final_apl_state_u32_bits": [
+      1125823193,
+      1126561388
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4665685369982384,
+  "diagnostic_simulation_seconds": 5.438236849000532,
+  "wall_seconds": 6.462979476000328,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+    "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..17cb53a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2a9338db2f89b12b2bd74b0fd950e67acb2e4461d52903015c2aa3763b0246e3",
+  "final_apl_state_float32": [
+    154.69862365722656,
+    165.96258544921875
+  ],
+  "final_apl_state_u32_bits": [
+    1125823193,
+    1126561388
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..b4fcde9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv
@@ -0,0 +1,68 @@
+tick,neuron_idx,attempted,accepted,rejected
+29,8001,1,1,0
+32,607,1,1,0
+32,1022,1,1,0
+33,607,1,0,1
+57,700,1,1,0
+68,710,1,1,0
+69,10769,1,1,0
+71,1022,1,1,0
+127,2021,1,1,0
+128,2029,1,1,0
+132,2029,1,0,1
+149,700,1,1,0
+153,607,1,1,0
+209,9188,1,1,0
+211,1022,1,1,0
+217,700,1,0,1
+219,132659,1,1,0
+224,700,1,0,1
+263,710,1,1,0
+266,700,1,0,1
+271,1022,1,0,1
+271,9188,1,1,0
+275,130753,1,1,0
+288,129486,1,1,0
+289,132659,1,0,1
+306,132659,1,1,0
+339,700,1,1,0
+354,700,1,0,1
+356,130753,1,0,1
+397,710,1,1,0
+400,700,1,0,1
+439,999,1,1,0
+450,1695,1,0,1
+471,1022,1,0,1
+475,4605,1,1,0
+499,1022,1,1,0
+519,1022,1,0,1
+579,700,1,0,1
+623,530,1,1,0
+632,132659,1,1,0
+648,2029,1,0,1
+662,1022,1,1,0
+688,700,1,1,0
+691,12644,1,0,1
+740,1011,1,0,1
+742,1022,1,0,1
+746,9370,1,1,0
+748,700,1,0,1
+749,132659,1,0,1
+763,700,1,0,1
+765,2029,1,1,0
+794,700,1,0,1
+800,1022,1,0,1
+825,2029,1,0,1
+851,999,1,1,0
+864,710,1,1,0
+877,700,1,1,0
+884,4605,1,0,1
+912,700,1,1,0
+918,130753,1,1,0
+932,700,1,0,1
+936,132659,1,1,0
+948,999,1,0,1
+956,2577,1,1,0
+964,700,1,0,1
+976,999,1,1,0
+976,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json
new file mode 100644
index 0000000..fac4a6a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29285,
+  "requested": 67,
+  "accepted_requests": 39,
+  "rejected_requests": 28,
+  "arriving_edges": 14334250,
+  "accepted_arriving_edges": 13206442,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2a9338db2f89b12b2bd74b0fd950e67acb2e4461d52903015c2aa3763b0246e3",
+    "final_apl_state_float32": [
+      154.69862365722656,
+      165.96258544921875
+    ],
+    "final_apl_state_u32_bits": [
+      1125823193,
+      1126561388
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4649178010004107,
+  "diagnostic_simulation_seconds": 5.354783890001272,
+  "wall_seconds": 6.370656880000752,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+    "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..4447da5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2e89848910ab04c11a4903b787872e4d5fda06bb4b8f8f0981b4438fe5ad3be5",
+  "final_apl_state_float32": [
+    147.86080932617188,
+    162.87892150878906
+  ],
+  "final_apl_state_u32_bits": [
+    1125375070,
+    1126359297
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..46488b5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv
@@ -0,0 +1,75 @@
+tick,neuron_idx,attempted,accepted,rejected
+14,700,1,1,0
+14,21802,1,1,0
+22,700,1,0,1
+30,1022,1,1,0
+34,700,1,0,1
+37,21802,1,1,0
+46,9188,1,1,0
+58,2029,1,1,0
+62,2029,1,0,1
+98,2021,1,1,0
+98,12644,1,1,0
+112,607,1,1,0
+117,130753,1,1,0
+120,9188,1,1,0
+130,999,1,1,0
+165,710,1,1,0
+171,4605,1,1,0
+171,8001,1,1,0
+190,8504,1,1,0
+197,1011,1,1,0
+253,132659,1,0,1
+256,1022,1,1,0
+281,1022,1,1,0
+292,2029,1,1,0
+326,21802,1,1,0
+377,710,1,1,0
+377,1022,1,1,0
+400,9370,1,1,0
+412,2577,1,0,1
+435,2029,1,0,1
+457,710,1,1,0
+472,2029,1,1,0
+479,710,1,1,0
+490,710,1,0,1
+491,700,1,1,0
+505,700,1,0,1
+512,700,1,0,1
+529,4605,1,1,0
+530,710,1,1,0
+530,1022,1,1,0
+541,2021,1,0,1
+544,1022,1,0,1
+545,1022,1,0,1
+551,1022,1,0,1
+564,2577,1,0,1
+609,1022,1,1,0
+616,1022,1,0,1
+633,710,1,0,1
+636,710,1,0,1
+665,700,1,0,1
+673,2029,1,0,1
+687,1022,1,0,1
+689,700,1,1,0
+695,710,1,0,1
+702,4605,1,1,0
+734,2021,1,1,0
+736,1022,1,1,0
+773,2029,1,0,1
+788,21802,1,1,0
+828,700,1,1,0
+856,9188,1,1,0
+859,132659,1,1,0
+893,14839,1,1,0
+897,710,1,0,1
+906,710,1,1,0
+907,700,1,1,0
+924,700,1,0,1
+924,4605,1,1,0
+931,700,1,1,0
+943,1695,1,1,0
+963,130753,1,1,0
+968,700,1,1,0
+972,607,1,1,0
+979,700,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json
new file mode 100644
index 0000000..c1e3aed
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 26849,
+  "requested": 74,
+  "accepted_requests": 49,
+  "rejected_requests": 25,
+  "arriving_edges": 12816979,
+  "accepted_arriving_edges": 11771167,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2e89848910ab04c11a4903b787872e4d5fda06bb4b8f8f0981b4438fe5ad3be5",
+    "final_apl_state_float32": [
+      147.86080932617188,
+      162.87892150878906
+    ],
+    "final_apl_state_u32_bits": [
+      1125375070,
+      1126359297
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4782748569996329,
+  "diagnostic_simulation_seconds": 5.557157550003467,
+  "wall_seconds": 6.584819917999994,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8",
+    "requests.npz": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..71fc53c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "65d371231bc84ca483be968ad545751adec50f35ef13bdce139efbe88c381c8d",
+  "final_apl_state_float32": [
+    150.9071807861328,
+    171.65164184570312
+  ],
+  "final_apl_state_u32_bits": [
+    1125574717,
+    1126934226
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..e3b3bf1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv
@@ -0,0 +1,75 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,1022,1,1,0
+12,132659,1,1,0
+28,9188,1,1,0
+35,1022,1,1,0
+73,132659,1,1,0
+84,132659,1,0,1
+90,129486,1,1,0
+95,1022,1,1,0
+106,9370,1,1,0
+114,1022,1,0,1
+145,4605,1,1,0
+151,1022,1,1,0
+158,700,1,0,1
+163,710,1,0,1
+176,8504,1,1,0
+179,132659,1,1,0
+181,9370,1,1,0
+189,129486,1,0,1
+195,607,1,1,0
+205,700,1,0,1
+216,130753,1,1,0
+250,1022,1,1,0
+255,2021,1,0,1
+269,700,1,0,1
+279,9188,1,1,0
+347,700,1,1,0
+350,700,1,0,1
+351,21802,1,1,0
+368,130753,1,1,0
+371,700,1,1,0
+377,7679,1,1,0
+419,129486,1,1,0
+426,7679,1,1,0
+429,710,1,1,0
+475,700,1,1,0
+475,1011,1,1,0
+477,9975,1,1,0
+478,607,1,0,1
+489,1022,1,1,0
+493,530,1,0,1
+494,700,1,0,1
+512,14839,1,0,1
+542,700,1,0,1
+558,130753,1,0,1
+567,1011,1,1,0
+568,2029,1,1,0
+581,2021,1,0,1
+649,2577,1,1,0
+654,1022,1,1,0
+696,999,1,0,1
+698,9188,1,1,0
+706,1022,1,1,0
+741,700,1,0,1
+743,710,1,1,0
+763,710,1,0,1
+768,132659,1,1,0
+772,8504,1,1,0
+795,999,1,1,0
+800,132659,1,1,0
+809,700,1,0,1
+811,1022,1,1,0
+819,132659,1,0,1
+838,130753,1,1,0
+854,2021,1,1,0
+877,9370,1,1,0
+888,132659,1,1,0
+890,710,1,0,1
+939,1022,1,1,0
+942,700,1,1,0
+946,21802,1,1,0
+954,130753,1,1,0
+960,21802,1,0,1
+990,607,1,1,0
+993,700,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json
new file mode 100644
index 0000000..54a95b6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29881,
+  "requested": 74,
+  "accepted_requests": 50,
+  "rejected_requests": 24,
+  "arriving_edges": 14316475,
+  "accepted_arriving_edges": 13167394,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "65d371231bc84ca483be968ad545751adec50f35ef13bdce139efbe88c381c8d",
+    "final_apl_state_float32": [
+      150.9071807861328,
+      171.65164184570312
+    ],
+    "final_apl_state_u32_bits": [
+      1125574717,
+      1126934226
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.461695037996833,
+  "diagnostic_simulation_seconds": 5.440592966999247,
+  "wall_seconds": 6.449148491999949,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df",
+    "requests.npz": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..1baa94e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0d8de8167f38981a135837a8638e07b8d4705d4ca2c478efe6d5187e358a5eb0",
+  "final_apl_state_float32": [
+    151.04568481445312,
+    169.26132202148438
+  ],
+  "final_apl_state_u32_bits": [
+    1125583794,
+    1126777574
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..15323eb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv
@@ -0,0 +1,83 @@
+tick,neuron_idx,attempted,accepted,rejected
+9,1022,1,1,0
+24,1022,1,0,1
+29,9975,1,1,0
+55,710,1,1,0
+61,700,1,1,0
+61,1022,1,1,0
+82,132659,1,1,0
+90,7679,1,1,0
+91,1011,1,1,0
+115,1022,1,1,0
+119,607,1,1,0
+123,710,1,1,0
+130,1022,1,0,1
+132,8504,1,1,0
+133,710,1,0,1
+137,700,1,1,0
+166,700,1,1,0
+176,607,1,1,0
+201,1022,1,1,0
+202,1022,1,0,1
+225,2577,1,1,0
+228,7679,1,1,0
+266,2029,1,0,1
+268,1022,1,0,1
+269,710,1,0,1
+280,132659,1,1,0
+295,700,1,1,0
+342,2577,1,1,0
+347,132659,1,1,0
+359,2021,1,1,0
+369,2029,1,1,0
+385,1695,1,1,0
+392,710,1,0,1
+405,8504,1,1,0
+436,700,1,1,0
+458,530,1,0,1
+458,1022,1,0,1
+468,1022,1,0,1
+483,129486,1,0,1
+491,132659,1,1,0
+500,1011,1,0,1
+509,132659,1,0,1
+514,710,1,1,0
+525,710,1,0,1
+528,700,1,1,0
+568,999,1,1,0
+578,12644,1,1,0
+589,7679,1,0,1
+617,130753,1,1,0
+651,700,1,0,1
+657,700,1,0,1
+668,1695,1,1,0
+685,700,1,1,0
+687,2029,1,1,0
+690,9188,1,1,0
+694,1022,1,1,0
+720,130753,1,0,1
+722,1011,1,1,0
+741,710,1,0,1
+758,999,1,1,0
+798,130753,1,1,0
+819,9370,1,1,0
+821,1022,1,0,1
+838,1022,1,1,0
+845,1022,1,0,1
+862,700,1,1,0
+863,2577,1,1,0
+866,4605,1,0,1
+872,1011,1,1,0
+880,1022,1,1,0
+905,1011,1,1,0
+910,700,1,1,0
+912,710,1,1,0
+919,607,1,1,0
+926,132659,1,1,0
+942,9188,1,1,0
+954,132659,1,1,0
+972,700,1,0,1
+975,1022,1,1,0
+976,2021,1,1,0
+977,132659,1,1,0
+999,1022,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json
new file mode 100644
index 0000000..9364921
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30146,
+  "requested": 82,
+  "accepted_requests": 58,
+  "rejected_requests": 24,
+  "arriving_edges": 14527310,
+  "accepted_arriving_edges": 13373663,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0d8de8167f38981a135837a8638e07b8d4705d4ca2c478efe6d5187e358a5eb0",
+    "final_apl_state_float32": [
+      151.04568481445312,
+      169.26132202148438
+    ],
+    "final_apl_state_u32_bits": [
+      1125583794,
+      1126777574
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4640612949988281,
+  "diagnostic_simulation_seconds": 5.432819096000458,
+  "wall_seconds": 6.454325362999953,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0",
+    "requests.npz": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5cba7d9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "92cb9906e0067fdf77c7cf615d16af077212c5e6709fbf985bb5832b78643f61",
+  "final_apl_state_float32": [
+    153.8913116455078,
+    162.839111328125
+  ],
+  "final_apl_state_u32_bits": [
+    1125770285,
+    1126356688
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..0f9bb4a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv
@@ -0,0 +1,72 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,21802,1,1,0
+14,607,1,1,0
+25,1022,1,1,0
+27,1022,1,0,1
+68,607,1,1,0
+85,1022,1,1,0
+94,2029,1,1,0
+104,2577,1,1,0
+114,700,1,1,0
+142,4605,1,1,0
+169,1022,1,1,0
+201,1695,1,0,1
+203,132659,1,1,0
+256,130753,1,1,0
+268,8504,1,1,0
+271,2029,1,1,0
+276,700,1,0,1
+282,700,1,1,0
+291,10769,1,1,0
+305,2029,1,1,0
+327,1022,1,1,0
+329,2021,1,0,1
+342,700,1,1,0
+381,132659,1,1,0
+406,710,1,0,1
+437,700,1,1,0
+442,700,1,0,1
+453,9975,1,1,0
+455,130753,1,0,1
+482,9188,1,1,0
+517,8504,1,1,0
+518,700,1,1,0
+524,700,1,0,1
+535,700,1,0,1
+542,999,1,0,1
+568,14839,1,0,1
+576,607,1,1,0
+578,7679,1,1,0
+584,4605,1,1,0
+593,710,1,1,0
+599,2577,1,1,0
+605,1022,1,0,1
+630,21802,1,1,0
+678,710,1,1,0
+700,130753,1,0,1
+712,8504,1,1,0
+721,530,1,1,0
+730,1022,1,0,1
+735,700,1,0,1
+757,710,1,1,0
+764,1022,1,1,0
+773,999,1,0,1
+792,710,1,1,0
+792,1011,1,1,0
+804,1022,1,1,0
+808,14839,1,1,0
+817,1022,1,0,1
+819,700,1,0,1
+842,710,1,0,1
+862,710,1,1,0
+874,132659,1,0,1
+892,9975,1,1,0
+909,1022,1,1,0
+916,700,1,0,1
+919,130753,1,1,0
+924,700,1,0,1
+926,607,1,0,1
+934,2577,1,1,0
+955,700,1,1,0
+968,9188,1,1,0
+988,999,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json
new file mode 100644
index 0000000..9c7e14b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-03-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28171,
+  "requested": 71,
+  "accepted_requests": 47,
+  "rejected_requests": 24,
+  "arriving_edges": 13588305,
+  "accepted_arriving_edges": 12512007,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "92cb9906e0067fdf77c7cf615d16af077212c5e6709fbf985bb5832b78643f61",
+    "final_apl_state_float32": [
+      153.8913116455078,
+      162.839111328125
+    ],
+    "final_apl_state_u32_bits": [
+      1125770285,
+      1126356688
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46786828900076216,
+  "diagnostic_simulation_seconds": 5.39618948199859,
+  "wall_seconds": 6.419178087002365,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276",
+    "requests.npz": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..9faf8a6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+  "final_apl_state_float32": [
+    149.9444122314453,
+    164.92660522460938
+  ],
+  "final_apl_state_u32_bits": [
+    1125511621,
+    1126493494
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..7b2c65f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv
@@ -0,0 +1,107 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,7781,1,1,0
+17,159,1,1,0
+17,2231,1,1,0
+35,2029,1,1,0
+36,2231,1,0,1
+66,360,1,1,0
+95,189,1,1,0
+108,2943,1,1,0
+110,9975,1,1,0
+128,2029,1,0,1
+137,2231,1,0,1
+140,131226,1,1,0
+143,530,1,0,1
+150,189,1,1,0
+150,9975,1,1,0
+154,2029,1,1,0
+162,159,1,0,1
+190,159,1,0,1
+200,189,1,0,1
+219,189,1,1,0
+228,999,1,1,0
+234,2010,1,1,0
+301,999,1,0,1
+303,159,1,1,0
+312,189,1,0,1
+324,9188,1,1,0
+328,360,1,1,0
+328,522,1,1,0
+333,360,1,0,1
+337,14839,1,1,0
+346,360,1,0,1
+359,1927,1,1,0
+376,1011,1,0,1
+385,7781,1,1,0
+388,2231,1,1,0
+398,7679,1,0,1
+400,5519,1,1,0
+422,522,1,1,0
+425,189,1,1,0
+444,522,1,1,0
+449,159,1,0,1
+456,159,1,0,1
+485,189,1,0,1
+486,131226,1,1,0
+490,1011,1,0,1
+493,10769,1,1,0
+494,360,1,1,0
+497,189,1,1,0
+501,189,1,0,1
+512,360,1,0,1
+516,1011,1,1,0
+520,5519,1,1,0
+528,2347,1,0,1
+569,131226,1,1,0
+572,2010,1,1,0
+580,3252,1,1,0
+585,10769,1,1,0
+589,6842,1,1,0
+592,9975,1,1,0
+601,522,1,0,1
+610,159,1,0,1
+624,159,1,0,1
+624,530,1,0,1
+627,4026,1,1,0
+636,189,1,0,1
+636,530,1,0,1
+636,1011,1,0,1
+640,999,1,0,1
+641,360,1,0,1
+668,159,1,0,1
+670,3252,1,1,0
+676,189,1,0,1
+676,7781,1,1,0
+693,159,1,1,0
+702,189,1,0,1
+702,10769,1,1,0
+715,189,1,1,0
+723,159,1,1,0
+730,159,1,0,1
+734,434,1,0,1
+734,999,1,1,0
+741,360,1,0,1
+759,159,1,0,1
+771,189,1,0,1
+783,6842,1,0,1
+790,1514,1,1,0
+802,6842,1,1,0
+808,159,1,0,1
+812,2029,1,1,0
+829,189,1,0,1
+843,360,1,1,0
+843,7781,1,1,0
+854,159,1,1,0
+870,8504,1,1,0
+892,360,1,1,0
+894,130753,1,1,0
+903,10769,1,1,0
+904,522,1,1,0
+919,159,1,1,0
+933,4311,1,1,0
+956,3252,1,0,1
+958,189,1,0,1
+961,360,1,1,0
+961,1514,1,1,0
+966,9370,1,1,0
+967,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json
new file mode 100644
index 0000000..21e6eac
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29344,
+  "requested": 106,
+  "accepted_requests": 64,
+  "rejected_requests": 42,
+  "arriving_edges": 14282075,
+  "accepted_arriving_edges": 13141070,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+    "final_apl_state_float32": [
+      149.9444122314453,
+      164.92660522460938
+    ],
+    "final_apl_state_u32_bits": [
+      1125511621,
+      1126493494
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46618276799927116,
+  "diagnostic_simulation_seconds": 5.446028257996659,
+  "wall_seconds": 6.4603201289974095,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+    "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..9faf8a6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+  "final_apl_state_float32": [
+    149.9444122314453,
+    164.92660522460938
+  ],
+  "final_apl_state_u32_bits": [
+    1125511621,
+    1126493494
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..7b2c65f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv
@@ -0,0 +1,107 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,7781,1,1,0
+17,159,1,1,0
+17,2231,1,1,0
+35,2029,1,1,0
+36,2231,1,0,1
+66,360,1,1,0
+95,189,1,1,0
+108,2943,1,1,0
+110,9975,1,1,0
+128,2029,1,0,1
+137,2231,1,0,1
+140,131226,1,1,0
+143,530,1,0,1
+150,189,1,1,0
+150,9975,1,1,0
+154,2029,1,1,0
+162,159,1,0,1
+190,159,1,0,1
+200,189,1,0,1
+219,189,1,1,0
+228,999,1,1,0
+234,2010,1,1,0
+301,999,1,0,1
+303,159,1,1,0
+312,189,1,0,1
+324,9188,1,1,0
+328,360,1,1,0
+328,522,1,1,0
+333,360,1,0,1
+337,14839,1,1,0
+346,360,1,0,1
+359,1927,1,1,0
+376,1011,1,0,1
+385,7781,1,1,0
+388,2231,1,1,0
+398,7679,1,0,1
+400,5519,1,1,0
+422,522,1,1,0
+425,189,1,1,0
+444,522,1,1,0
+449,159,1,0,1
+456,159,1,0,1
+485,189,1,0,1
+486,131226,1,1,0
+490,1011,1,0,1
+493,10769,1,1,0
+494,360,1,1,0
+497,189,1,1,0
+501,189,1,0,1
+512,360,1,0,1
+516,1011,1,1,0
+520,5519,1,1,0
+528,2347,1,0,1
+569,131226,1,1,0
+572,2010,1,1,0
+580,3252,1,1,0
+585,10769,1,1,0
+589,6842,1,1,0
+592,9975,1,1,0
+601,522,1,0,1
+610,159,1,0,1
+624,159,1,0,1
+624,530,1,0,1
+627,4026,1,1,0
+636,189,1,0,1
+636,530,1,0,1
+636,1011,1,0,1
+640,999,1,0,1
+641,360,1,0,1
+668,159,1,0,1
+670,3252,1,1,0
+676,189,1,0,1
+676,7781,1,1,0
+693,159,1,1,0
+702,189,1,0,1
+702,10769,1,1,0
+715,189,1,1,0
+723,159,1,1,0
+730,159,1,0,1
+734,434,1,0,1
+734,999,1,1,0
+741,360,1,0,1
+759,159,1,0,1
+771,189,1,0,1
+783,6842,1,0,1
+790,1514,1,1,0
+802,6842,1,1,0
+808,159,1,0,1
+812,2029,1,1,0
+829,189,1,0,1
+843,360,1,1,0
+843,7781,1,1,0
+854,159,1,1,0
+870,8504,1,1,0
+892,360,1,1,0
+894,130753,1,1,0
+903,10769,1,1,0
+904,522,1,1,0
+919,159,1,1,0
+933,4311,1,1,0
+956,3252,1,0,1
+958,189,1,0,1
+961,360,1,1,0
+961,1514,1,1,0
+966,9370,1,1,0
+967,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json
new file mode 100644
index 0000000..139067e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29344,
+  "requested": 106,
+  "accepted_requests": 64,
+  "rejected_requests": 42,
+  "arriving_edges": 14282075,
+  "accepted_arriving_edges": 13141070,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ae4d71d1fe4d2e4e942444170a27d2f98744c51d48b0f789d98cb791424532ff",
+    "final_apl_state_float32": [
+      149.9444122314453,
+      164.92660522460938
+    ],
+    "final_apl_state_u32_bits": [
+      1125511621,
+      1126493494
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4619543760018132,
+  "diagnostic_simulation_seconds": 5.454065961002925,
+  "wall_seconds": 6.459689424002136,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+    "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..bfa42fb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "d0dd6d527744202d0ab7528d229ab7252cb0ff014369dd9b78aef24a1ab56672",
+  "final_apl_state_float32": [
+    156.27218627929688,
+    169.28369140625
+  ],
+  "final_apl_state_u32_bits": [
+    1125926318,
+    1126779040
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..f832011
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv
@@ -0,0 +1,123 @@
+tick,neuron_idx,attempted,accepted,rejected
+19,6842,1,1,0
+23,131226,1,1,0
+30,2601,1,1,0
+32,999,1,1,0
+51,1514,1,1,0
+51,7781,1,1,0
+58,2029,1,1,0
+61,9188,1,1,0
+62,1927,1,1,0
+67,360,1,1,0
+70,189,1,1,0
+72,189,1,0,1
+78,2231,1,1,0
+84,360,1,0,1
+88,2347,1,1,0
+89,1514,1,1,0
+131,3345,1,1,0
+133,130753,1,0,1
+146,522,1,0,1
+160,2029,1,1,0
+172,522,1,1,0
+193,360,1,1,0
+194,189,1,1,0
+196,189,1,0,1
+208,5519,1,1,0
+226,159,1,0,1
+237,360,1,1,0
+242,159,1,1,0
+249,434,1,0,1
+255,4311,1,0,1
+275,159,1,1,0
+309,159,1,1,0
+320,189,1,0,1
+330,130472,1,1,0
+345,189,1,0,1
+350,14839,1,1,0
+364,2029,1,1,0
+377,159,1,1,0
+382,5519,1,1,0
+397,159,1,0,1
+402,14839,1,1,0
+409,2347,1,0,1
+410,189,1,1,0
+445,9188,1,0,1
+449,159,1,1,0
+464,159,1,0,1
+470,189,1,1,0
+472,522,1,0,1
+475,999,1,0,1
+480,159,1,1,0
+480,1890,1,1,0
+481,522,1,1,0
+501,7781,1,0,1
+539,999,1,1,0
+547,2347,1,1,0
+556,189,1,0,1
+564,530,1,0,1
+567,2029,1,0,1
+569,999,1,1,0
+584,522,1,1,0
+608,1927,1,1,0
+610,1011,1,1,0
+618,159,1,1,0
+632,159,1,0,1
+647,360,1,1,0
+663,360,1,0,1
+664,130753,1,1,0
+676,9188,1,1,0
+679,159,1,1,0
+680,3202,1,0,1
+701,530,1,0,1
+703,1011,1,1,0
+705,3252,1,1,0
+719,189,1,1,0
+721,189,1,0,1
+727,14839,1,1,0
+729,530,1,0,1
+730,360,1,1,0
+732,9188,1,1,0
+748,999,1,1,0
+753,189,1,1,0
+757,999,1,0,1
+758,434,1,0,1
+776,159,1,0,1
+784,522,1,0,1
+791,1011,1,0,1
+793,189,1,1,0
+796,189,1,0,1
+798,5519,1,0,1
+800,159,1,1,0
+804,434,1,1,0
+804,7679,1,1,0
+805,360,1,1,0
+805,2601,1,1,0
+806,159,1,0,1
+807,1890,1,1,0
+811,6842,1,1,0
+813,189,1,0,1
+814,999,1,1,0
+821,2231,1,1,0
+833,131226,1,1,0
+842,3202,1,1,0
+867,1890,1,1,0
+873,159,1,1,0
+876,2943,1,1,0
+879,5519,1,1,0
+888,189,1,0,1
+893,159,1,0,1
+899,7679,1,1,0
+906,12644,1,1,0
+933,1514,1,1,0
+934,2231,1,1,0
+938,189,1,1,0
+956,530,1,0,1
+957,360,1,1,0
+969,159,1,0,1
+976,2029,1,1,0
+978,6842,1,1,0
+984,4505,1,1,0
+990,159,1,1,0
+991,2029,1,0,1
+992,999,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json
new file mode 100644
index 0000000..b062bc9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30895,
+  "requested": 122,
+  "accepted_requests": 82,
+  "rejected_requests": 40,
+  "arriving_edges": 14974223,
+  "accepted_arriving_edges": 13801310,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "d0dd6d527744202d0ab7528d229ab7252cb0ff014369dd9b78aef24a1ab56672",
+    "final_apl_state_float32": [
+      156.27218627929688,
+      169.28369140625
+    ],
+    "final_apl_state_u32_bits": [
+      1125926318,
+      1126779040
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4675479860015912,
+  "diagnostic_simulation_seconds": 5.456464585000504,
+  "wall_seconds": 6.470681311002409,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07",
+    "requests.npz": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..dcfaab5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "08c41c27ff0079770d84beeb0bfa52dd7983ea064f8406b533d0724fe2eb131e",
+  "final_apl_state_float32": [
+    150.71121215820312,
+    169.43194580078125
+  ],
+  "final_apl_state_u32_bits": [
+    1125561874,
+    1126788756
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..9d7bb4c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv
@@ -0,0 +1,120 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,189,1,1,0
+13,189,1,0,1
+14,130753,1,1,0
+41,2029,1,1,0
+47,12644,1,1,0
+55,9370,1,1,0
+56,21802,1,1,0
+87,189,1,1,0
+88,189,1,0,1
+90,159,1,1,0
+91,999,1,1,0
+94,9370,1,1,0
+102,360,1,1,0
+133,2231,1,1,0
+145,8001,1,1,0
+146,189,1,1,0
+148,1890,1,1,0
+159,999,1,1,0
+177,189,1,1,0
+190,2010,1,1,0
+196,4311,1,1,0
+207,189,1,1,0
+218,530,1,1,0
+221,159,1,0,1
+232,189,1,1,0
+244,159,1,1,0
+245,5519,1,0,1
+247,21802,1,0,1
+248,1890,1,1,0
+248,8001,1,1,0
+256,1011,1,1,0
+266,3252,1,0,1
+272,3202,1,0,1
+275,14839,1,1,0
+286,189,1,0,1
+295,8001,1,1,0
+302,159,1,0,1
+317,159,1,1,0
+319,159,1,0,1
+335,159,1,0,1
+337,522,1,0,1
+340,1011,1,0,1
+354,189,1,1,0
+360,999,1,0,1
+362,9370,1,1,0
+363,3202,1,1,0
+367,159,1,0,1
+367,130753,1,1,0
+399,159,1,0,1
+399,130753,1,1,0
+416,12644,1,1,0
+436,7781,1,0,1
+444,2601,1,1,0
+446,159,1,1,0
+456,7679,1,1,0
+463,4311,1,0,1
+471,159,1,1,0
+484,999,1,1,0
+492,189,1,0,1
+492,7781,1,1,0
+496,6842,1,1,0
+496,130753,1,1,0
+499,2010,1,1,0
+500,522,1,1,0
+515,8504,1,1,0
+534,7679,1,1,0
+542,530,1,1,0
+553,1890,1,1,0
+554,159,1,1,0
+557,189,1,1,0
+564,360,1,1,0
+568,3202,1,0,1
+586,130753,1,1,0
+588,9975,1,1,0
+594,4311,1,0,1
+598,189,1,1,0
+603,7781,1,1,0
+607,14839,1,1,0
+608,189,1,0,1
+611,189,1,0,1
+619,189,1,0,1
+619,2493,1,1,0
+626,4505,1,0,1
+644,1927,1,1,0
+657,189,1,0,1
+663,9370,1,1,0
+664,2493,1,1,0
+695,3202,1,0,1
+715,1011,1,0,1
+738,7781,1,1,0
+742,189,1,0,1
+765,3202,1,1,0
+774,8001,1,1,0
+776,130472,1,1,0
+780,159,1,1,0
+804,189,1,1,0
+811,522,1,1,0
+824,130753,1,0,1
+827,522,1,0,1
+829,159,1,0,1
+830,1890,1,1,0
+843,159,1,1,0
+867,130497,1,0,1
+870,189,1,1,0
+882,1927,1,0,1
+886,7781,1,1,0
+893,5519,1,1,0
+895,14839,1,1,0
+899,189,1,1,0
+906,159,1,0,1
+908,360,1,1,0
+912,159,1,1,0
+913,360,1,0,1
+926,7781,1,1,0
+930,159,1,0,1
+949,9188,1,1,0
+952,189,1,0,1
+970,9370,1,1,0
+992,189,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json
new file mode 100644
index 0000000..903ee36
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30231,
+  "requested": 119,
+  "accepted_requests": 80,
+  "rejected_requests": 39,
+  "arriving_edges": 14547073,
+  "accepted_arriving_edges": 13372490,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "08c41c27ff0079770d84beeb0bfa52dd7983ea064f8406b533d0724fe2eb131e",
+    "final_apl_state_float32": [
+      150.71121215820312,
+      169.43194580078125
+    ],
+    "final_apl_state_u32_bits": [
+      1125561874,
+      1126788756
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46395030399799,
+  "diagnostic_simulation_seconds": 5.494722464001825,
+  "wall_seconds": 6.513223703997937,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb",
+    "requests.npz": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..058e291
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "75e1d2074c2892658342322969d1275fe697a8871402c42c95f4dee768adad49",
+  "final_apl_state_float32": [
+    156.7921600341797,
+    168.58782958984375
+  ],
+  "final_apl_state_u32_bits": [
+    1125960395,
+    1126733436
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..5f56899
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv
@@ -0,0 +1,109 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,2029,1,1,0
+15,9188,1,1,0
+42,522,1,1,0
+44,2029,1,1,0
+47,130753,1,1,0
+60,21802,1,1,0
+61,189,1,1,0
+62,10769,1,1,0
+68,2535,1,1,0
+68,7781,1,1,0
+91,360,1,1,0
+105,189,1,1,0
+117,6842,1,1,0
+118,999,1,1,0
+153,360,1,1,0
+163,189,1,0,1
+175,189,1,0,1
+178,12644,1,1,0
+187,5519,1,1,0
+200,1011,1,1,0
+212,130753,1,1,0
+223,159,1,0,1
+238,2010,1,1,0
+251,130753,1,1,0
+255,1011,1,1,0
+259,189,1,1,0
+260,21802,1,1,0
+267,159,1,0,1
+306,14839,1,1,0
+321,9188,1,1,0
+332,360,1,1,0
+339,2231,1,1,0
+347,2943,1,1,0
+357,999,1,0,1
+366,2029,1,1,0
+369,2010,1,1,0
+383,159,1,1,0
+397,159,1,0,1
+400,999,1,1,0
+415,21802,1,0,1
+425,130472,1,1,0
+439,522,1,1,0
+470,522,1,1,0
+471,189,1,0,1
+478,10769,1,1,0
+489,522,1,0,1
+500,189,1,0,1
+507,159,1,0,1
+508,21802,1,1,0
+518,1011,1,0,1
+525,7781,1,1,0
+539,159,1,1,0
+539,2029,1,1,0
+542,159,1,0,1
+551,189,1,0,1
+554,2347,1,0,1
+557,360,1,0,1
+565,360,1,0,1
+571,130753,1,1,0
+587,130472,1,0,1
+593,159,1,0,1
+593,130753,1,1,0
+603,1011,1,1,0
+609,9975,1,0,1
+616,2029,1,0,1
+623,522,1,0,1
+624,159,1,0,1
+625,8001,1,1,0
+628,189,1,0,1
+642,522,1,1,0
+646,360,1,0,1
+663,360,1,1,0
+664,360,1,0,1
+665,159,1,0,1
+690,4505,1,1,0
+696,9370,1,1,0
+698,10769,1,1,0
+719,10769,1,0,1
+726,7781,1,1,0
+728,1890,1,1,0
+730,159,1,1,0
+750,999,1,1,0
+770,159,1,0,1
+776,189,1,0,1
+789,7781,1,1,0
+790,189,1,1,0
+799,4505,1,1,0
+806,21802,1,1,0
+812,2347,1,1,0
+824,522,1,1,0
+826,159,1,0,1
+839,2231,1,1,0
+843,159,1,1,0
+843,130497,1,1,0
+844,130753,1,1,0
+885,159,1,1,0
+890,12644,1,1,0
+904,1011,1,0,1
+910,159,1,1,0
+922,4311,1,0,1
+936,159,1,1,0
+938,2601,1,0,1
+945,189,1,1,0
+945,360,1,1,0
+959,189,1,0,1
+962,7781,1,1,0
+967,189,1,1,0
+976,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json
new file mode 100644
index 0000000..5f161ba
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30101,
+  "requested": 108,
+  "accepted_requests": 73,
+  "rejected_requests": 35,
+  "arriving_edges": 14539938,
+  "accepted_arriving_edges": 13379092,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "75e1d2074c2892658342322969d1275fe697a8871402c42c95f4dee768adad49",
+    "final_apl_state_float32": [
+      156.7921600341797,
+      168.58782958984375
+    ],
+    "final_apl_state_u32_bits": [
+      1125960395,
+      1126733436
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46803442600139533,
+  "diagnostic_simulation_seconds": 5.4912080640024215,
+  "wall_seconds": 6.50561079900217,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372",
+    "requests.npz": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a0491e7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ac0223c50ec8972a278024e0389c3dfd54fb1dbff8e691e3599945889863fce2",
+  "final_apl_state_float32": [
+    149.11643981933594,
+    167.63607788085938
+  ],
+  "final_apl_state_u32_bits": [
+    1125457359,
+    1126671062
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..63dcf46
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+14,189,1,1,0
+22,1011,1,1,0
+37,2029,1,1,0
+92,5519,1,1,0
+104,522,1,0,1
+132,189,1,1,0
+139,1514,1,1,0
+139,3252,1,1,0
+151,331,1,1,0
+156,159,1,1,0
+158,1890,1,1,0
+170,189,1,0,1
+174,522,1,1,0
+220,130753,1,0,1
+235,999,1,1,0
+236,2347,1,1,0
+237,189,1,1,0
+268,360,1,0,1
+295,159,1,1,0
+299,360,1,1,0
+300,999,1,1,0
+304,7679,1,1,0
+305,189,1,0,1
+311,522,1,1,0
+320,189,1,0,1
+332,189,1,1,0
+338,189,1,0,1
+361,189,1,1,0
+363,189,1,0,1
+364,530,1,0,1
+370,14839,1,1,0
+375,8001,1,1,0
+393,360,1,1,0
+408,159,1,0,1
+418,1011,1,1,0
+420,434,1,0,1
+429,189,1,1,0
+445,159,1,0,1
+463,2347,1,1,0
+473,9188,1,1,0
+480,159,1,1,0
+481,360,1,1,0
+486,7781,1,0,1
+503,6842,1,1,0
+505,189,1,0,1
+514,4311,1,0,1
+526,21802,1,0,1
+528,1011,1,1,0
+539,2970,1,1,0
+553,14839,1,1,0
+598,189,1,1,0
+612,189,1,0,1
+639,522,1,1,0
+642,2231,1,0,1
+644,189,1,0,1
+671,3202,1,1,0
+692,159,1,0,1
+696,189,1,1,0
+697,1011,1,1,0
+704,522,1,1,0
+705,21802,1,1,0
+721,522,1,0,1
+727,1927,1,0,1
+732,360,1,1,0
+745,21802,1,1,0
+745,131226,1,0,1
+748,189,1,0,1
+763,9370,1,1,0
+767,522,1,0,1
+768,360,1,1,0
+778,360,1,0,1
+801,1514,1,1,0
+822,130472,1,0,1
+832,189,1,0,1
+836,2943,1,1,0
+843,14839,1,1,0
+846,434,1,0,1
+866,189,1,0,1
+872,522,1,0,1
+873,130753,1,0,1
+881,522,1,1,0
+884,522,1,0,1
+904,2601,1,1,0
+905,1514,1,1,0
+907,2231,1,1,0
+910,434,1,1,0
+917,159,1,1,0
+919,189,1,0,1
+942,1011,1,1,0
+949,189,1,0,1
+957,5519,1,1,0
+957,12644,1,1,0
+968,3202,1,1,0
+972,522,1,1,0
+988,4311,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json
new file mode 100644
index 0000000..d34fbf0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-04-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28991,
+  "requested": 95,
+  "accepted_requests": 60,
+  "rejected_requests": 35,
+  "arriving_edges": 14122293,
+  "accepted_arriving_edges": 12993482,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ac0223c50ec8972a278024e0389c3dfd54fb1dbff8e691e3599945889863fce2",
+    "final_apl_state_float32": [
+      149.11643981933594,
+      167.63607788085938
+    ],
+    "final_apl_state_u32_bits": [
+      1125457359,
+      1126671062
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46629323099841713,
+  "diagnostic_simulation_seconds": 5.535671962999913,
+  "wall_seconds": 6.553355943997303,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa",
+    "requests.npz": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..9f4338e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "bcd76e36e2373eaf31a865b830b496fdddcdc0df2e7dfc7430c19cf08b15a2d4",
+  "final_apl_state_float32": [
+    156.61810302734375,
+    167.76620483398438
+  ],
+  "final_apl_state_u32_bits": [
+    1125948988,
+    1126679590
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..2228a33
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv
@@ -0,0 +1,95 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+178,2010,1,1,0
+215,14839,1,1,0
+238,5519,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,0,1
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+414,999,1,0,1
+461,10769,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+507,12644,1,1,0
+511,3202,1,1,0
+513,3161,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+538,7781,1,1,0
+547,7781,1,0,1
+550,131226,1,1,0
+557,3202,1,1,0
+573,1011,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,0,1
+609,1191,1,1,0
+610,10769,1,1,0
+614,4505,1,1,0
+646,2535,1,1,0
+650,2010,1,1,0
+654,2231,1,0,1
+663,7781,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+703,7781,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,6842,1,1,0
+745,2010,1,1,0
+764,1890,1,1,0
+782,9975,1,0,1
+794,2029,1,1,0
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,1,0
+832,999,1,0,1
+846,2601,1,0,1
+855,999,1,1,0
+859,9370,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+879,2231,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+906,331,1,0,1
+906,2010,1,1,0
+921,5519,1,1,0
+930,5519,1,0,1
+931,522,1,0,1
+940,360,1,1,0
+942,130753,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json
new file mode 100644
index 0000000..8b8f617
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30843,
+  "requested": 94,
+  "accepted_requests": 74,
+  "rejected_requests": 20,
+  "arriving_edges": 15096823,
+  "accepted_arriving_edges": 13932135,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "bcd76e36e2373eaf31a865b830b496fdddcdc0df2e7dfc7430c19cf08b15a2d4",
+    "final_apl_state_float32": [
+      156.61810302734375,
+      167.76620483398438
+    ],
+    "final_apl_state_u32_bits": [
+      1125948988,
+      1126679590
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4653554600008647,
+  "diagnostic_simulation_seconds": 5.477510660999542,
+  "wall_seconds": 6.502004015001148,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+    "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..9f4338e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "bcd76e36e2373eaf31a865b830b496fdddcdc0df2e7dfc7430c19cf08b15a2d4",
+  "final_apl_state_float32": [
+    156.61810302734375,
+    167.76620483398438
+  ],
+  "final_apl_state_u32_bits": [
+    1125948988,
+    1126679590
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..2228a33
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv
@@ -0,0 +1,95 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+178,2010,1,1,0
+215,14839,1,1,0
+238,5519,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,0,1
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+414,999,1,0,1
+461,10769,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+507,12644,1,1,0
+511,3202,1,1,0
+513,3161,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+538,7781,1,1,0
+547,7781,1,0,1
+550,131226,1,1,0
+557,3202,1,1,0
+573,1011,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,0,1
+609,1191,1,1,0
+610,10769,1,1,0
+614,4505,1,1,0
+646,2535,1,1,0
+650,2010,1,1,0
+654,2231,1,0,1
+663,7781,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+703,7781,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,6842,1,1,0
+745,2010,1,1,0
+764,1890,1,1,0
+782,9975,1,0,1
+794,2029,1,1,0
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,1,0
+832,999,1,0,1
+846,2601,1,0,1
+855,999,1,1,0
+859,9370,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+879,2231,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+906,331,1,0,1
+906,2010,1,1,0
+921,5519,1,1,0
+930,5519,1,0,1
+931,522,1,0,1
+940,360,1,1,0
+942,130753,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json
new file mode 100644
index 0000000..c1bb28a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30843,
+  "requested": 94,
+  "accepted_requests": 74,
+  "rejected_requests": 20,
+  "arriving_edges": 15096823,
+  "accepted_arriving_edges": 13932135,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "bcd76e36e2373eaf31a865b830b496fdddcdc0df2e7dfc7430c19cf08b15a2d4",
+    "final_apl_state_float32": [
+      156.61810302734375,
+      167.76620483398438
+    ],
+    "final_apl_state_u32_bits": [
+      1125948988,
+      1126679590
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4637531640000816,
+  "diagnostic_simulation_seconds": 5.457693188996927,
+  "wall_seconds": 6.469630559997313,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+    "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2ae12f8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a9f2236a791f76e0da2ea54658950c0e077d5f803125f991eab4a3fdd5b290b0",
+  "final_apl_state_float32": [
+    149.0084686279297,
+    168.42507934570312
+  ],
+  "final_apl_state_u32_bits": [
+    1125450283,
+    1126722770
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..5deb968
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv
@@ -0,0 +1,98 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+8,5519,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+28,5519,1,0,1
+31,2970,1,1,0
+33,1890,1,1,0
+37,1011,1,1,0
+53,9975,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,2231,1,1,0
+65,4505,1,1,0
+93,5519,1,1,0
+94,10769,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+137,21802,1,1,0
+159,5519,1,1,0
+182,999,1,0,1
+202,130753,1,1,0
+216,2231,1,1,0
+216,2970,1,1,0
+219,999,1,1,0
+220,4311,1,1,0
+223,130753,1,0,1
+256,2231,1,1,0
+259,2927,1,0,1
+286,999,1,1,0
+287,2231,1,1,0
+287,130753,1,1,0
+293,2601,1,0,1
+305,2347,1,1,0
+309,2010,1,1,0
+336,999,1,1,0
+380,2927,1,0,1
+398,2231,1,1,0
+419,4311,1,1,0
+427,3202,1,1,0
+463,2943,1,1,0
+491,2231,1,1,0
+492,130753,1,1,0
+495,3252,1,1,0
+500,130472,1,1,0
+501,2231,1,0,1
+511,9188,1,1,0
+521,131226,1,1,0
+547,1011,1,1,0
+562,4311,1,0,1
+581,130753,1,1,0
+591,2010,1,1,0
+593,14839,1,1,0
+606,4505,1,0,1
+609,12644,1,1,0
+619,2601,1,1,0
+629,2231,1,1,0
+633,3345,1,0,1
+636,3202,1,1,0
+639,3202,1,0,1
+666,14839,1,1,0
+684,7781,1,1,0
+689,2010,1,1,0
+691,999,1,0,1
+704,2010,1,0,1
+708,2010,1,0,1
+730,1011,1,0,1
+749,7781,1,1,0
+750,2231,1,1,0
+753,3252,1,0,1
+757,2029,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,0,1
+821,1514,1,1,0
+824,1011,1,0,1
+826,130753,1,1,0
+829,1514,1,0,1
+831,1514,1,0,1
+839,4311,1,1,0
+841,2029,1,1,0
+859,2010,1,0,1
+868,2943,1,1,0
+872,999,1,1,0
+877,7781,1,1,0
+882,2010,1,1,0
+904,5519,1,0,1
+913,12644,1,1,0
+915,2927,1,0,1
+936,2029,1,1,0
+943,3202,1,1,0
+944,3202,1,0,1
+972,10769,1,0,1
+974,2010,1,1,0
+986,2347,1,1,0
+991,4311,1,0,1
+996,9188,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json
new file mode 100644
index 0000000..94c916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29174,
+  "requested": 97,
+  "accepted_requests": 71,
+  "rejected_requests": 26,
+  "arriving_edges": 14233100,
+  "accepted_arriving_edges": 13135428,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a9f2236a791f76e0da2ea54658950c0e077d5f803125f991eab4a3fdd5b290b0",
+    "final_apl_state_float32": [
+      149.0084686279297,
+      168.42507934570312
+    ],
+    "final_apl_state_u32_bits": [
+      1125450283,
+      1126722770
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4625959229997534,
+  "diagnostic_simulation_seconds": 5.4608350089984015,
+  "wall_seconds": 6.469932734002214,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947",
+    "requests.npz": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..970a839
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "1fdf963cb43671a1cbcb9171fb2a639791f0c59f61dfc4fc88e2b3c3e63f9d9e",
+  "final_apl_state_float32": [
+    158.50564575195312,
+    161.4231414794922
+  ],
+  "final_apl_state_u32_bits": [
+    1126072690,
+    1126263891
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..254b2ac
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv
@@ -0,0 +1,116 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9975,1,1,0
+43,1514,1,1,0
+45,130753,1,1,0
+49,9975,1,1,0
+64,1514,1,0,1
+77,4505,1,1,0
+79,2231,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+106,2231,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+151,9188,1,1,0
+155,7679,1,1,0
+190,5519,1,0,1
+190,21802,1,1,0
+198,21802,1,0,1
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,0,1
+242,999,1,1,0
+257,130753,1,0,1
+258,130497,1,1,0
+259,4311,1,1,0
+259,14839,1,1,0
+267,12644,1,1,0
+269,1011,1,1,0
+277,159,1,0,1
+283,2010,1,0,1
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,0,1
+315,7679,1,0,1
+316,3202,1,0,1
+348,1514,1,1,0
+375,2029,1,1,0
+377,14839,1,1,0
+378,8001,1,1,0
+382,2347,1,1,0
+400,14839,1,1,0
+409,1514,1,1,0
+413,999,1,0,1
+418,9370,1,0,1
+433,6842,1,0,1
+433,130753,1,1,0
+441,6842,1,1,0
+463,2231,1,1,0
+475,7679,1,1,0
+482,1514,1,0,1
+512,130753,1,1,0
+513,4505,1,1,0
+515,1011,1,1,0
+517,7781,1,0,1
+520,9188,1,1,0
+534,7781,1,1,0
+535,2029,1,1,0
+536,1191,1,1,0
+556,3252,1,1,0
+560,6842,1,0,1
+560,8001,1,1,0
+564,2347,1,1,0
+577,2231,1,1,0
+583,1011,1,1,0
+591,2586,1,1,0
+593,5519,1,1,0
+596,21802,1,0,1
+598,2029,1,0,1
+611,4505,1,1,0
+618,3161,1,0,1
+628,9975,1,1,0
+632,2029,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+667,1011,1,0,1
+669,189,1,0,1
+671,21802,1,1,0
+692,999,1,1,0
+692,2010,1,0,1
+693,130753,1,1,0
+711,5519,1,1,0
+717,2601,1,1,0
+723,131226,1,0,1
+732,4311,1,1,0
+745,6842,1,1,0
+746,5519,1,1,0
+768,4173,1,1,0
+806,6842,1,0,1
+809,1514,1,1,0
+809,8001,1,0,1
+813,4311,1,1,0
+853,1927,1,0,1
+858,131226,1,1,0
+862,6842,1,0,1
+863,1011,1,1,0
+864,999,1,1,0
+864,5519,1,1,0
+865,999,1,0,1
+866,7781,1,1,0
+885,7781,1,0,1
+890,12644,1,1,0
+900,6842,1,1,0
+903,2493,1,0,1
+906,3345,1,1,0
+919,9975,1,1,0
+923,3202,1,1,0
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,1,0
+946,130753,1,1,0
+957,2010,1,1,0
+967,6842,1,0,1
+981,999,1,1,0
+988,2943,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json
new file mode 100644
index 0000000..f472573
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27862,
+  "requested": 115,
+  "accepted_requests": 84,
+  "rejected_requests": 31,
+  "arriving_edges": 13203963,
+  "accepted_arriving_edges": 12100276,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "1fdf963cb43671a1cbcb9171fb2a639791f0c59f61dfc4fc88e2b3c3e63f9d9e",
+    "final_apl_state_float32": [
+      158.50564575195312,
+      161.4231414794922
+    ],
+    "final_apl_state_u32_bits": [
+      1126072690,
+      1126263891
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4653851900002337,
+  "diagnostic_simulation_seconds": 5.402170168999874,
+  "wall_seconds": 6.422859611000604,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d",
+    "requests.npz": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..11e0ae0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "cc2d2f1dfa90c1bfbfe1e56fc1e160c804f272a0ff9d792b9bddb7cd7eafd60b",
+  "final_apl_state_float32": [
+    154.49554443359375,
+    167.6270294189453
+  ],
+  "final_apl_state_u32_bits": [
+    1125809884,
+    1126670469
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..6f52e1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv
@@ -0,0 +1,101 @@
+tick,neuron_idx,attempted,accepted,rejected
+12,5519,1,1,0
+21,2029,1,1,0
+30,4311,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+71,999,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+122,21802,1,1,0
+123,159,1,1,0
+144,331,1,1,0
+164,2231,1,0,1
+185,2586,1,1,0
+194,130753,1,0,1
+212,2029,1,0,1
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,0,1
+228,5519,1,1,0
+248,21802,1,1,0
+248,130753,1,1,0
+254,3202,1,0,1
+262,7781,1,0,1
+271,8001,1,1,0
+292,5519,1,1,0
+313,9975,1,1,0
+319,4311,1,0,1
+334,1011,1,1,0
+353,7679,1,1,0
+362,9975,1,1,0
+372,2601,1,1,0
+390,2010,1,1,0
+391,6842,1,0,1
+396,7781,1,1,0
+412,130753,1,0,1
+417,10769,1,1,0
+432,130753,1,0,1
+443,2927,1,1,0
+469,999,1,0,1
+472,2493,1,1,0
+490,189,1,1,0
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,1,0
+510,21802,1,1,0
+523,6842,1,0,1
+528,4311,1,0,1
+529,5519,1,0,1
+529,130497,1,0,1
+534,3252,1,1,0
+559,5519,1,1,0
+562,2231,1,1,0
+562,5519,1,0,1
+568,1011,1,1,0
+578,4505,1,1,0
+583,3252,1,1,0
+585,1011,1,0,1
+601,3202,1,1,0
+601,4505,1,1,0
+606,1514,1,0,1
+608,7781,1,1,0
+612,2601,1,0,1
+618,2010,1,1,0
+634,130753,1,1,0
+636,14839,1,1,0
+651,9188,1,1,0
+664,4311,1,1,0
+666,2601,1,0,1
+672,2231,1,1,0
+685,1011,1,1,0
+687,14839,1,1,0
+691,999,1,1,0
+725,9370,1,1,0
+727,1514,1,1,0
+728,2010,1,0,1
+742,8504,1,1,0
+749,9370,1,1,0
+750,2029,1,1,0
+756,2010,1,1,0
+759,14839,1,1,0
+769,10769,1,1,0
+782,3202,1,1,0
+783,2231,1,1,0
+821,131226,1,0,1
+822,130753,1,0,1
+832,2010,1,1,0
+846,3345,1,1,0
+855,3252,1,0,1
+863,6842,1,0,1
+873,130472,1,0,1
+878,2493,1,1,0
+927,2010,1,1,0
+932,1514,1,1,0
+960,2601,1,1,0
+977,2029,1,0,1
+986,130753,1,1,0
+992,3252,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json
new file mode 100644
index 0000000..15f3513
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30052,
+  "requested": 100,
+  "accepted_requests": 72,
+  "rejected_requests": 28,
+  "arriving_edges": 14488515,
+  "accepted_arriving_edges": 13334480,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "cc2d2f1dfa90c1bfbfe1e56fc1e160c804f272a0ff9d792b9bddb7cd7eafd60b",
+    "final_apl_state_float32": [
+      154.49554443359375,
+      167.6270294189453
+    ],
+    "final_apl_state_u32_bits": [
+      1125809884,
+      1126670469
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46777179400305613,
+  "diagnostic_simulation_seconds": 5.487416645002668,
+  "wall_seconds": 6.502582172000984,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41",
+    "requests.npz": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d8476ea
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "209d992bf3d1ff36da9f4a66e15264a4bacee8ba78319f24577252693905de8f",
+  "final_apl_state_float32": [
+    153.46539306640625,
+    166.0901336669922
+  ],
+  "final_apl_state_u32_bits": [
+    1125742372,
+    1126569747
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..4e4aed2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv
@@ -0,0 +1,88 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,2943,1,1,0
+37,9370,1,1,0
+77,3252,1,1,0
+100,2010,1,1,0
+109,12644,1,1,0
+116,6842,1,1,0
+120,3202,1,1,0
+139,3202,1,0,1
+145,9370,1,1,0
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,1,0
+210,999,1,1,0
+227,6842,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+261,8001,1,1,0
+272,999,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+285,6842,1,0,1
+293,5519,1,0,1
+304,1514,1,0,1
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+317,3202,1,1,0
+341,1927,1,1,0
+369,2029,1,0,1
+379,189,1,1,0
+385,2927,1,1,0
+390,2994,1,1,0
+398,1191,1,1,0
+419,2231,1,1,0
+436,3202,1,1,0
+456,1514,1,1,0
+458,1514,1,0,1
+480,2029,1,1,0
+483,12644,1,1,0
+501,130472,1,1,0
+506,2010,1,1,0
+524,6842,1,0,1
+535,2601,1,0,1
+548,9975,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+566,4311,1,0,1
+567,8504,1,1,0
+572,999,1,1,0
+576,1514,1,1,0
+608,4311,1,1,0
+610,2231,1,1,0
+617,2231,1,0,1
+666,1011,1,1,0
+698,131226,1,1,0
+721,3252,1,1,0
+734,2586,1,1,0
+757,2994,1,1,0
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,0,1
+788,3202,1,1,0
+790,5519,1,1,0
+795,2231,1,1,0
+801,4173,1,0,1
+807,4505,1,1,0
+834,2970,1,1,0
+852,5519,1,1,0
+853,2029,1,0,1
+853,3252,1,0,1
+857,10769,1,1,0
+864,6842,1,0,1
+871,130753,1,0,1
+878,331,1,0,1
+881,2029,1,1,0
+899,3202,1,1,0
+910,3202,1,0,1
+942,8504,1,1,0
+943,5519,1,1,0
+944,3161,1,1,0
+948,10769,1,1,0
+981,4173,1,1,0
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json
new file mode 100644
index 0000000..afdbef8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "novel_to_aj-physiological-05-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 25813,
+  "requested": 87,
+  "accepted_requests": 66,
+  "rejected_requests": 21,
+  "arriving_edges": 12259378,
+  "accepted_arriving_edges": 11260621,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "209d992bf3d1ff36da9f4a66e15264a4bacee8ba78319f24577252693905de8f",
+    "final_apl_state_float32": [
+      153.46539306640625,
+      166.0901336669922
+    ],
+    "final_apl_state_u32_bits": [
+      1125742372,
+      1126569747
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4621456130007573,
+  "diagnostic_simulation_seconds": 5.346050855001522,
+  "wall_seconds": 6.353849547998834,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f",
+    "requests.npz": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..62864de
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0ecc528803aceb25ca9247f2d596e3d7aec2ee750fa285cd21a2798e53a8b577",
+  "final_apl_state_float32": [
+    149.37657165527344,
+    165.87535095214844
+  ],
+  "final_apl_state_u32_bits": [
+    1125474407,
+    1126555671
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..05233f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv
@@ -0,0 +1,108 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,1,0
+404,8504,1,1,0
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,0,1
+461,10769,1,1,0
+475,360,1,0,1
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,0,1
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,0,1
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,1,0
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,0,1
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,0,1
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,0,1
+745,2010,1,1,0
+746,360,1,0,1
+754,3252,1,0,1
+763,130497,1,1,0
+764,1890,1,0,1
+772,3161,1,1,0
+782,9975,1,0,1
+794,2029,1,1,0
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,1,0
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json
new file mode 100644
index 0000000..f42c3a1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30982,
+  "requested": 107,
+  "accepted_requests": 78,
+  "rejected_requests": 29,
+  "arriving_edges": 15029855,
+  "accepted_arriving_edges": 13825273,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0ecc528803aceb25ca9247f2d596e3d7aec2ee750fa285cd21a2798e53a8b577",
+    "final_apl_state_float32": [
+      149.37657165527344,
+      165.87535095214844
+    ],
+    "final_apl_state_u32_bits": [
+      1125474407,
+      1126555671
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.429022743999667,
+  "diagnostic_simulation_seconds": 5.683002581001347,
+  "wall_seconds": 6.642208372999448,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+    "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..62864de
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0ecc528803aceb25ca9247f2d596e3d7aec2ee750fa285cd21a2798e53a8b577",
+  "final_apl_state_float32": [
+    149.37657165527344,
+    165.87535095214844
+  ],
+  "final_apl_state_u32_bits": [
+    1125474407,
+    1126555671
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..05233f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv
@@ -0,0 +1,108 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,1,0
+404,8504,1,1,0
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,0,1
+461,10769,1,1,0
+475,360,1,0,1
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,0,1
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,0,1
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,1,0
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,0,1
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,0,1
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,0,1
+745,2010,1,1,0
+746,360,1,0,1
+754,3252,1,0,1
+763,130497,1,1,0
+764,1890,1,0,1
+772,3161,1,1,0
+782,9975,1,0,1
+794,2029,1,1,0
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,1,0
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json
new file mode 100644
index 0000000..899566a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30982,
+  "requested": 107,
+  "accepted_requests": 78,
+  "rejected_requests": 29,
+  "arriving_edges": 15029855,
+  "accepted_arriving_edges": 13825273,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0ecc528803aceb25ca9247f2d596e3d7aec2ee750fa285cd21a2798e53a8b577",
+    "final_apl_state_float32": [
+      149.37657165527344,
+      165.87535095214844
+    ],
+    "final_apl_state_u32_bits": [
+      1125474407,
+      1126555671
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4719132909995096,
+  "diagnostic_simulation_seconds": 5.51350390999869,
+  "wall_seconds": 6.530089083997154,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+    "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..54e5cae
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2e8d7faa50572ea6e343cf2df77e8cec427a4a13840c9214428d9496eec9013b",
+  "final_apl_state_float32": [
+    159.7186737060547,
+    168.0388641357422
+  ],
+  "final_apl_state_u32_bits": [
+    1126152187,
+    1126697459
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..8456ad7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv
@@ -0,0 +1,107 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+31,2970,1,1,0
+33,1890,1,1,0
+53,159,1,1,0
+53,9975,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,4505,1,1,0
+70,2927,1,1,0
+93,5519,1,1,0
+94,10769,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+113,360,1,1,0
+137,21802,1,1,0
+182,999,1,1,0
+202,130753,1,0,1
+203,522,1,0,1
+216,2231,1,1,0
+216,2970,1,0,1
+219,999,1,1,0
+223,130753,1,1,0
+235,130472,1,0,1
+255,522,1,1,0
+256,2231,1,1,0
+259,2927,1,1,0
+286,999,1,0,1
+287,2231,1,1,0
+287,130753,1,0,1
+293,2601,1,1,0
+305,2347,1,0,1
+309,2010,1,1,0
+336,999,1,1,0
+364,360,1,1,0
+380,2927,1,1,0
+398,2231,1,1,0
+419,4311,1,0,1
+427,3202,1,0,1
+463,2943,1,1,0
+483,360,1,1,0
+492,130753,1,1,0
+495,3252,1,1,0
+500,130472,1,0,1
+511,9188,1,1,0
+521,131226,1,1,0
+526,360,1,0,1
+547,1011,1,1,0
+562,4311,1,1,0
+591,2010,1,0,1
+593,14839,1,0,1
+606,2347,1,1,0
+606,4505,1,0,1
+609,12644,1,0,1
+619,2601,1,1,0
+629,2231,1,0,1
+633,3345,1,1,0
+636,3202,1,0,1
+639,3202,1,0,1
+657,3161,1,1,0
+666,14839,1,1,0
+674,360,1,1,0
+689,2010,1,0,1
+691,999,1,1,0
+704,2010,1,0,1
+708,2010,1,1,0
+716,522,1,1,0
+725,522,1,0,1
+730,1011,1,1,0
+732,522,1,0,1
+734,3161,1,1,0
+750,2231,1,1,0
+753,3252,1,1,0
+757,2029,1,0,1
+762,2586,1,1,0
+774,3252,1,0,1
+789,1890,1,1,0
+791,130497,1,0,1
+798,2010,1,1,0
+821,1514,1,1,0
+824,1011,1,1,0
+826,130753,1,0,1
+829,1514,1,0,1
+831,1514,1,0,1
+833,360,1,0,1
+839,4311,1,1,0
+841,2029,1,1,0
+859,2010,1,0,1
+868,2943,1,1,0
+872,999,1,1,0
+877,7781,1,0,1
+882,2010,1,1,0
+891,522,1,0,1
+904,5519,1,0,1
+913,12644,1,0,1
+915,2927,1,1,0
+934,360,1,1,0
+936,2029,1,0,1
+944,3202,1,1,0
+972,1890,1,0,1
+972,10769,1,1,0
+974,2010,1,1,0
+986,2347,1,1,0
+996,9188,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json
new file mode 100644
index 0000000..b8f1883
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30906,
+  "requested": 106,
+  "accepted_requests": 70,
+  "rejected_requests": 36,
+  "arriving_edges": 14730991,
+  "accepted_arriving_edges": 13573542,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2e8d7faa50572ea6e343cf2df77e8cec427a4a13840c9214428d9496eec9013b",
+    "final_apl_state_float32": [
+      159.7186737060547,
+      168.0388641357422
+    ],
+    "final_apl_state_u32_bits": [
+      1126152187,
+      1126697459
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4681898269991507,
+  "diagnostic_simulation_seconds": 5.502163474000554,
+  "wall_seconds": 6.516755815999204,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776",
+    "requests.npz": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..4aa2214
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "7dba7e17bf3eed94e83e909ca07f163d784fab6218ff28faf22d66d1a1dba5bb",
+  "final_apl_state_float32": [
+    152.6553192138672,
+    173.015869140625
+  ],
+  "final_apl_state_u32_bits": [
+    1125689283,
+    1127023632
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..6d790aa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv
@@ -0,0 +1,126 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9975,1,1,0
+43,1514,1,1,0
+45,130753,1,1,0
+49,9975,1,1,0
+57,159,1,1,0
+64,1514,1,0,1
+77,4505,1,1,0
+79,2231,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+102,4173,1,1,0
+106,2231,1,1,0
+117,1514,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+151,9188,1,1,0
+153,3252,1,1,0
+155,7679,1,1,0
+190,5519,1,1,0
+190,21802,1,1,0
+198,21802,1,0,1
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+242,999,1,1,0
+243,360,1,1,0
+257,130753,1,1,0
+258,130497,1,0,1
+259,14839,1,1,0
+267,12644,1,1,0
+269,1011,1,1,0
+277,159,1,1,0
+283,2010,1,1,0
+295,360,1,1,0
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,1,0
+315,7679,1,0,1
+316,3202,1,1,0
+335,360,1,1,0
+348,1514,1,1,0
+351,131226,1,1,0
+375,2029,1,1,0
+377,14839,1,1,0
+378,8001,1,1,0
+382,2347,1,1,0
+409,1514,1,1,0
+413,999,1,0,1
+418,9370,1,1,0
+433,6842,1,1,0
+433,130753,1,1,0
+441,6842,1,0,1
+443,522,1,0,1
+463,2231,1,0,1
+475,2010,1,1,0
+475,7679,1,1,0
+482,1514,1,0,1
+512,130753,1,0,1
+517,7781,1,1,0
+520,9188,1,1,0
+535,2029,1,0,1
+536,1191,1,1,0
+538,3252,1,0,1
+556,3252,1,1,0
+560,6842,1,0,1
+560,8001,1,1,0
+561,522,1,0,1
+564,2347,1,1,0
+577,2231,1,1,0
+591,2586,1,0,1
+596,21802,1,0,1
+598,2029,1,1,0
+611,4505,1,1,0
+618,3161,1,1,0
+623,1890,1,0,1
+628,9975,1,1,0
+632,2029,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+667,1011,1,1,0
+669,189,1,1,0
+671,21802,1,1,0
+692,999,1,1,0
+692,2010,1,1,0
+693,130753,1,0,1
+711,5519,1,0,1
+717,2601,1,0,1
+723,131226,1,0,1
+745,6842,1,0,1
+765,1890,1,1,0
+768,4173,1,0,1
+787,360,1,1,0
+796,522,1,1,0
+806,522,1,0,1
+806,6842,1,0,1
+809,1514,1,0,1
+809,8001,1,0,1
+813,4311,1,1,0
+825,360,1,1,0
+847,522,1,1,0
+853,1927,1,1,0
+858,131226,1,1,0
+862,6842,1,1,0
+863,1011,1,1,0
+865,999,1,1,0
+866,7781,1,1,0
+877,522,1,1,0
+885,7781,1,0,1
+890,12644,1,1,0
+900,6842,1,1,0
+903,2493,1,1,0
+906,3345,1,0,1
+919,9975,1,1,0
+923,3202,1,1,0
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,0,1
+946,130753,1,0,1
+957,2010,1,0,1
+967,6842,1,0,1
+978,2347,1,1,0
+981,999,1,1,0
+988,2943,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json
new file mode 100644
index 0000000..3a03ba1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30254,
+  "requested": 125,
+  "accepted_requests": 92,
+  "rejected_requests": 33,
+  "arriving_edges": 14713572,
+  "accepted_arriving_edges": 13562799,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "7dba7e17bf3eed94e83e909ca07f163d784fab6218ff28faf22d66d1a1dba5bb",
+    "final_apl_state_float32": [
+      152.6553192138672,
+      173.015869140625
+    ],
+    "final_apl_state_u32_bits": [
+      1125689283,
+      1127023632
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46264207000058377,
+  "diagnostic_simulation_seconds": 5.343605400998058,
+  "wall_seconds": 6.351817291000771,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42",
+    "requests.npz": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a724662
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a293128aa3ba7afaa7a74f8fd719a1068d4b939cb04c08f3d8de9c71b883b182",
+  "final_apl_state_float32": [
+    143.58468627929688,
+    166.6220703125
+  ],
+  "final_apl_state_u32_bits": [
+    1125094830,
+    1126604608
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..15b1c73
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,6842,1,1,0
+15,3345,1,1,0
+21,2029,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+66,360,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+72,522,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+122,21802,1,1,0
+123,159,1,1,0
+127,360,1,1,0
+144,331,1,1,0
+145,130472,1,0,1
+151,2347,1,1,0
+185,2586,1,0,1
+194,360,1,0,1
+194,130753,1,1,0
+208,2347,1,1,0
+212,2029,1,0,1
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,0,1
+248,21802,1,1,0
+248,130753,1,0,1
+254,3202,1,0,1
+262,7781,1,0,1
+271,8001,1,0,1
+307,130472,1,1,0
+313,9975,1,1,0
+319,4311,1,0,1
+331,360,1,0,1
+334,1011,1,1,0
+341,2347,1,0,1
+353,7679,1,1,0
+362,9975,1,1,0
+372,2601,1,0,1
+381,360,1,0,1
+390,2010,1,1,0
+391,6842,1,1,0
+410,360,1,1,0
+412,130753,1,1,0
+417,10769,1,1,0
+425,522,1,1,0
+432,130753,1,0,1
+443,2927,1,1,0
+467,522,1,1,0
+469,999,1,1,0
+472,2493,1,1,0
+490,189,1,0,1
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,0,1
+510,21802,1,1,0
+523,6842,1,1,0
+529,5519,1,0,1
+529,130497,1,1,0
+534,3252,1,0,1
+546,131226,1,1,0
+559,5519,1,1,0
+562,5519,1,0,1
+568,1011,1,1,0
+572,360,1,1,0
+578,4505,1,0,1
+583,3252,1,1,0
+606,1514,1,1,0
+612,2601,1,0,1
+618,2010,1,0,1
+627,360,1,1,0
+634,130753,1,0,1
+636,14839,1,1,0
+649,522,1,0,1
+651,9188,1,1,0
+664,4311,1,0,1
+666,2601,1,1,0
+685,1011,1,1,0
+687,14839,1,1,0
+691,999,1,1,0
+725,9370,1,1,0
+727,1514,1,1,0
+728,2010,1,1,0
+742,8504,1,1,0
+749,2010,1,0,1
+749,9370,1,1,0
+756,2010,1,1,0
+759,14839,1,1,0
+769,10769,1,1,0
+783,2231,1,1,0
+808,522,1,1,0
+821,131226,1,1,0
+822,130753,1,0,1
+832,2010,1,1,0
+839,522,1,1,0
+846,3345,1,1,0
+855,3252,1,0,1
+863,6842,1,0,1
+873,130472,1,1,0
+878,2493,1,1,0
+918,522,1,1,0
+927,2010,1,1,0
+932,1514,1,1,0
+960,2601,1,0,1
+964,360,1,1,0
+977,2029,1,1,0
+992,3252,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json
new file mode 100644
index 0000000..ee763d0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29646,
+  "requested": 109,
+  "accepted_requests": 76,
+  "rejected_requests": 33,
+  "arriving_edges": 14233471,
+  "accepted_arriving_edges": 13080197,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a293128aa3ba7afaa7a74f8fd719a1068d4b939cb04c08f3d8de9c71b883b182",
+    "final_apl_state_float32": [
+      143.58468627929688,
+      166.6220703125
+    ],
+    "final_apl_state_u32_bits": [
+      1125094830,
+      1126604608
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46689292199880583,
+  "diagnostic_simulation_seconds": 5.534692892997555,
+  "wall_seconds": 6.559306117997039,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207",
+    "requests.npz": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..0a8cf58
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ea3a6a360d05395c70dab1c60a25b3a306e8962d02149c637ffd2f507643d331",
+  "final_apl_state_float32": [
+    151.2595977783203,
+    164.4375
+  ],
+  "final_apl_state_u32_bits": [
+    1125597813,
+    1126461440
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..fa9ab8f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv
@@ -0,0 +1,83 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,2943,1,1,0
+7,130472,1,1,0
+37,9370,1,1,0
+77,3252,1,1,0
+95,1890,1,1,0
+100,2010,1,1,0
+109,12644,1,1,0
+116,6842,1,1,0
+120,3202,1,1,0
+139,3202,1,0,1
+145,9370,1,1,0
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,1,0
+210,999,1,1,0
+227,6842,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+261,8001,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+285,6842,1,0,1
+293,360,1,0,1
+304,1514,1,1,0
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+319,1514,1,0,1
+324,522,1,0,1
+333,522,1,0,1
+341,1927,1,1,0
+369,2029,1,1,0
+379,189,1,1,0
+385,2927,1,1,0
+390,2994,1,1,0
+398,1191,1,1,0
+419,2231,1,1,0
+436,3202,1,0,1
+456,1514,1,0,1
+458,1514,1,1,0
+480,2029,1,1,0
+483,12644,1,1,0
+492,522,1,0,1
+501,130472,1,0,1
+506,2010,1,1,0
+524,6842,1,1,0
+535,2601,1,1,0
+548,9975,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+567,8504,1,1,0
+572,999,1,0,1
+576,1514,1,1,0
+666,1011,1,0,1
+698,131226,1,0,1
+721,3252,1,1,0
+734,2586,1,1,0
+757,2994,1,1,0
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,1,0
+795,2231,1,1,0
+801,4173,1,1,0
+834,2970,1,1,0
+853,2029,1,1,0
+853,3252,1,0,1
+857,10769,1,1,0
+864,6842,1,1,0
+871,130753,1,1,0
+878,331,1,1,0
+881,2029,1,1,0
+942,8504,1,0,1
+943,5519,1,1,0
+944,3161,1,1,0
+952,360,1,1,0
+981,4173,1,1,0
+996,130472,1,1,0
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json
new file mode 100644
index 0000000..6e9eb9a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-00-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 26212,
+  "requested": 82,
+  "accepted_requests": 64,
+  "rejected_requests": 18,
+  "arriving_edges": 12657625,
+  "accepted_arriving_edges": 11647540,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ea3a6a360d05395c70dab1c60a25b3a306e8962d02149c637ffd2f507643d331",
+    "final_apl_state_float32": [
+      151.2595977783203,
+      164.4375
+    ],
+    "final_apl_state_u32_bits": [
+      1125597813,
+      1126461440
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4679771100018115,
+  "diagnostic_simulation_seconds": 5.346653840999352,
+  "wall_seconds": 6.371915101000923,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a",
+    "requests.npz": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5adf6c2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ac250ad3fe5ea837b1fab99eab547ee320f94c01508ad51267cbbbe7170acba3",
+  "final_apl_state_float32": [
+    151.88632202148438,
+    167.05178833007812
+  ],
+  "final_apl_state_u32_bits": [
+    1125638886,
+    1126632770
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..6787b90
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv
@@ -0,0 +1,105 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+22,189,1,0,1
+23,159,1,1,0
+32,2586,1,0,1
+44,189,1,1,0
+64,130472,1,1,0
+96,130472,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+116,522,1,0,1
+121,159,1,1,0
+128,9188,1,1,0
+130,2010,1,1,0
+144,360,1,0,1
+187,360,1,1,0
+207,2970,1,1,0
+215,159,1,1,0
+224,2347,1,0,1
+294,2535,1,1,0
+301,189,1,1,0
+303,130753,1,0,1
+304,130472,1,1,0
+326,2970,1,1,0
+354,2010,1,0,1
+354,4311,1,1,0
+361,1890,1,0,1
+384,189,1,0,1
+390,1514,1,1,0
+404,189,1,0,1
+418,1514,1,1,0
+419,2347,1,1,0
+442,2535,1,0,1
+445,131226,1,1,0
+449,360,1,0,1
+452,2010,1,0,1
+454,130472,1,1,0
+462,159,1,0,1
+477,999,1,1,0
+479,131226,1,1,0
+480,4026,1,1,0
+518,9188,1,1,0
+519,131226,1,1,0
+520,159,1,1,0
+520,6842,1,1,0
+532,4311,1,1,0
+535,522,1,1,0
+562,189,1,0,1
+566,130753,1,1,0
+570,189,1,0,1
+570,2943,1,1,0
+578,1011,1,1,0
+582,3252,1,1,0
+604,130472,1,1,0
+606,6842,1,1,0
+609,189,1,0,1
+615,159,1,0,1
+650,1011,1,0,1
+663,999,1,1,0
+666,2010,1,0,1
+674,159,1,1,0
+684,2347,1,1,0
+693,189,1,0,1
+699,159,1,1,0
+712,159,1,0,1
+712,9975,1,1,0
+717,189,1,1,0
+718,2029,1,1,0
+725,360,1,1,0
+729,999,1,1,0
+734,131226,1,1,0
+753,2347,1,1,0
+763,159,1,0,1
+766,189,1,0,1
+769,159,1,1,0
+771,2029,1,1,0
+784,1011,1,0,1
+791,1890,1,1,0
+791,4505,1,1,0
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,1,0
+818,522,1,0,1
+821,8001,1,1,0
+835,1890,1,1,0
+837,189,1,0,1
+838,1011,1,1,0
+848,522,1,1,0
+848,10769,1,1,0
+868,360,1,1,0
+869,189,1,0,1
+873,130472,1,1,0
+874,159,1,1,0
+879,2010,1,0,1
+886,159,1,0,1
+911,2586,1,1,0
+911,130472,1,1,0
+933,8001,1,1,0
+966,159,1,0,1
+979,12644,1,0,1
+983,1011,1,1,0
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json
new file mode 100644
index 0000000..ab45fa0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30314,
+  "requested": 104,
+  "accepted_requests": 71,
+  "rejected_requests": 33,
+  "arriving_edges": 14639321,
+  "accepted_arriving_edges": 13446201,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ac250ad3fe5ea837b1fab99eab547ee320f94c01508ad51267cbbbe7170acba3",
+    "final_apl_state_float32": [
+      151.88632202148438,
+      167.05178833007812
+    ],
+    "final_apl_state_u32_bits": [
+      1125638886,
+      1126632770
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46750306200192426,
+  "diagnostic_simulation_seconds": 5.398529335001513,
+  "wall_seconds": 6.409643171002244,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+    "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..5adf6c2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ac250ad3fe5ea837b1fab99eab547ee320f94c01508ad51267cbbbe7170acba3",
+  "final_apl_state_float32": [
+    151.88632202148438,
+    167.05178833007812
+  ],
+  "final_apl_state_u32_bits": [
+    1125638886,
+    1126632770
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..6787b90
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv
@@ -0,0 +1,105 @@
+tick,neuron_idx,attempted,accepted,rejected
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+22,189,1,0,1
+23,159,1,1,0
+32,2586,1,0,1
+44,189,1,1,0
+64,130472,1,1,0
+96,130472,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+116,522,1,0,1
+121,159,1,1,0
+128,9188,1,1,0
+130,2010,1,1,0
+144,360,1,0,1
+187,360,1,1,0
+207,2970,1,1,0
+215,159,1,1,0
+224,2347,1,0,1
+294,2535,1,1,0
+301,189,1,1,0
+303,130753,1,0,1
+304,130472,1,1,0
+326,2970,1,1,0
+354,2010,1,0,1
+354,4311,1,1,0
+361,1890,1,0,1
+384,189,1,0,1
+390,1514,1,1,0
+404,189,1,0,1
+418,1514,1,1,0
+419,2347,1,1,0
+442,2535,1,0,1
+445,131226,1,1,0
+449,360,1,0,1
+452,2010,1,0,1
+454,130472,1,1,0
+462,159,1,0,1
+477,999,1,1,0
+479,131226,1,1,0
+480,4026,1,1,0
+518,9188,1,1,0
+519,131226,1,1,0
+520,159,1,1,0
+520,6842,1,1,0
+532,4311,1,1,0
+535,522,1,1,0
+562,189,1,0,1
+566,130753,1,1,0
+570,189,1,0,1
+570,2943,1,1,0
+578,1011,1,1,0
+582,3252,1,1,0
+604,130472,1,1,0
+606,6842,1,1,0
+609,189,1,0,1
+615,159,1,0,1
+650,1011,1,0,1
+663,999,1,1,0
+666,2010,1,0,1
+674,159,1,1,0
+684,2347,1,1,0
+693,189,1,0,1
+699,159,1,1,0
+712,159,1,0,1
+712,9975,1,1,0
+717,189,1,1,0
+718,2029,1,1,0
+725,360,1,1,0
+729,999,1,1,0
+734,131226,1,1,0
+753,2347,1,1,0
+763,159,1,0,1
+766,189,1,0,1
+769,159,1,1,0
+771,2029,1,1,0
+784,1011,1,0,1
+791,1890,1,1,0
+791,4505,1,1,0
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,1,0
+818,522,1,0,1
+821,8001,1,1,0
+835,1890,1,1,0
+837,189,1,0,1
+838,1011,1,1,0
+848,522,1,1,0
+848,10769,1,1,0
+868,360,1,1,0
+869,189,1,0,1
+873,130472,1,1,0
+874,159,1,1,0
+879,2010,1,0,1
+886,159,1,0,1
+911,2586,1,1,0
+911,130472,1,1,0
+933,8001,1,1,0
+966,159,1,0,1
+979,12644,1,0,1
+983,1011,1,1,0
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json
new file mode 100644
index 0000000..c549e70
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30314,
+  "requested": 104,
+  "accepted_requests": 71,
+  "rejected_requests": 33,
+  "arriving_edges": 14639321,
+  "accepted_arriving_edges": 13446201,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ac250ad3fe5ea837b1fab99eab547ee320f94c01508ad51267cbbbe7170acba3",
+    "final_apl_state_float32": [
+      151.88632202148438,
+      167.05178833007812
+    ],
+    "final_apl_state_u32_bits": [
+      1125638886,
+      1126632770
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4692398110018985,
+  "diagnostic_simulation_seconds": 5.517644196999754,
+  "wall_seconds": 6.541995568000857,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+    "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fad623d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "bf4272a7954542692953c6d11e206cc2a6f88c5edf57cf7260b8fd94f3082494",
+  "final_apl_state_float32": [
+    153.42254638671875,
+    168.7361297607422
+  ],
+  "final_apl_state_u32_bits": [
+    1125739564,
+    1126743155
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..830d810
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv
@@ -0,0 +1,116 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2970,1,1,0
+27,2535,1,1,0
+46,189,1,1,0
+53,21802,1,1,0
+56,2970,1,1,0
+70,522,1,1,0
+89,4026,1,1,0
+100,159,1,1,0
+119,3345,1,1,0
+121,999,1,1,0
+123,2029,1,1,0
+154,21802,1,1,0
+159,2010,1,0,1
+177,2347,1,1,0
+178,159,1,1,0
+188,2029,1,1,0
+189,9188,1,1,0
+193,189,1,1,0
+195,8504,1,1,0
+205,1890,1,1,0
+214,2029,1,1,0
+220,999,1,1,0
+250,159,1,1,0
+250,999,1,1,0
+256,7679,1,1,0
+258,360,1,1,0
+267,2231,1,1,0
+269,131226,1,0,1
+299,189,1,0,1
+318,159,1,1,0
+329,159,1,0,1
+331,189,1,0,1
+332,14839,1,1,0
+347,6842,1,0,1
+361,1890,1,1,0
+365,2535,1,0,1
+372,1191,1,1,0
+385,130753,1,1,0
+391,130472,1,1,0
+396,189,1,1,0
+422,1514,1,1,0
+429,522,1,1,0
+437,9975,1,0,1
+442,360,1,1,0
+445,360,1,0,1
+446,8001,1,1,0
+487,130472,1,1,0
+490,2029,1,1,0
+498,8001,1,1,0
+499,159,1,0,1
+505,2347,1,1,0
+513,4311,1,1,0
+522,159,1,1,0
+528,1890,1,1,0
+531,2586,1,1,0
+532,130472,1,1,0
+548,2347,1,1,0
+553,8504,1,1,0
+555,5519,1,1,0
+574,5519,1,0,1
+581,1011,1,1,0
+587,360,1,0,1
+603,130753,1,0,1
+618,9975,1,1,0
+626,159,1,1,0
+641,189,1,0,1
+641,21802,1,1,0
+657,1011,1,0,1
+661,9188,1,1,0
+663,4311,1,0,1
+664,159,1,1,0
+667,189,1,1,0
+680,2029,1,1,0
+692,159,1,1,0
+696,159,1,0,1
+725,130753,1,1,0
+731,3202,1,1,0
+731,9975,1,1,0
+732,14839,1,1,0
+734,999,1,1,0
+740,2029,1,1,0
+749,131226,1,0,1
+758,9188,1,1,0
+765,999,1,1,0
+771,159,1,0,1
+783,999,1,0,1
+789,3202,1,1,0
+797,4311,1,0,1
+799,9188,1,1,0
+815,360,1,1,0
+816,360,1,0,1
+817,522,1,1,0
+817,1927,1,0,1
+823,4173,1,0,1
+848,2029,1,1,0
+857,522,1,1,0
+861,3252,1,0,1
+864,522,1,0,1
+869,999,1,1,0
+869,2601,1,1,0
+889,999,1,0,1
+901,189,1,1,0
+907,2029,1,0,1
+908,189,1,0,1
+913,3252,1,1,0
+917,522,1,1,0
+932,130753,1,0,1
+939,2231,1,1,0
+949,189,1,1,0
+954,131226,1,1,0
+971,9370,1,1,0
+981,8504,1,1,0
+991,6842,1,1,0
+994,189,1,0,1
+998,21802,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json
new file mode 100644
index 0000000..896ef6c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29743,
+  "requested": 115,
+  "accepted_requests": 84,
+  "rejected_requests": 31,
+  "arriving_edges": 14249225,
+  "accepted_arriving_edges": 13105282,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "bf4272a7954542692953c6d11e206cc2a6f88c5edf57cf7260b8fd94f3082494",
+    "final_apl_state_float32": [
+      153.42254638671875,
+      168.7361297607422
+    ],
+    "final_apl_state_u32_bits": [
+      1125739564,
+      1126743155
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4678898439997283,
+  "diagnostic_simulation_seconds": 5.467695123003068,
+  "wall_seconds": 6.495888464000018,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177",
+    "requests.npz": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..101ed80
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "9718cc54c7ee2ec9e7c7c234bbacd3d1090a273627331daf6b2517737c48caa4",
+  "final_apl_state_float32": [
+    149.93157958984375,
+    168.87171936035156
+  ],
+  "final_apl_state_u32_bits": [
+    1125510780,
+    1126752041
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..4808748
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv
@@ -0,0 +1,109 @@
+tick,neuron_idx,attempted,accepted,rejected
+3,159,1,1,0
+5,522,1,1,0
+13,1514,1,1,0
+39,2347,1,1,0
+42,130472,1,1,0
+50,9370,1,1,0
+68,2347,1,1,0
+71,1011,1,1,0
+83,12644,1,1,0
+92,2029,1,1,0
+120,522,1,0,1
+122,189,1,0,1
+125,522,1,0,1
+131,2347,1,1,0
+157,189,1,0,1
+158,189,1,1,0
+165,360,1,1,0
+166,7781,1,1,0
+173,5519,1,1,0
+178,10769,1,1,0
+198,1011,1,0,1
+201,1927,1,0,1
+206,2347,1,0,1
+224,131226,1,0,1
+226,1514,1,1,0
+228,522,1,0,1
+232,189,1,1,0
+233,14839,1,0,1
+242,9370,1,1,0
+246,159,1,1,0
+247,1514,1,0,1
+250,14839,1,1,0
+253,360,1,1,0
+264,7781,1,1,0
+268,2010,1,1,0
+275,3202,1,0,1
+289,130472,1,0,1
+329,21802,1,0,1
+330,3202,1,1,0
+334,9975,1,1,0
+349,6842,1,0,1
+351,189,1,1,0
+360,522,1,0,1
+364,131226,1,1,0
+396,189,1,1,0
+404,5519,1,0,1
+420,2347,1,1,0
+437,360,1,1,0
+440,2029,1,0,1
+451,1514,1,1,0
+453,131226,1,1,0
+456,159,1,1,0
+468,3252,1,1,0
+485,189,1,0,1
+488,4026,1,1,0
+493,4311,1,0,1
+516,1927,1,1,0
+533,1514,1,0,1
+537,189,1,0,1
+540,4311,1,1,0
+541,1011,1,0,1
+544,2029,1,1,0
+548,21802,1,1,0
+552,5519,1,0,1
+563,3252,1,0,1
+567,1011,1,1,0
+569,8504,1,1,0
+574,522,1,1,0
+584,2010,1,0,1
+585,4173,1,1,0
+592,159,1,1,0
+593,189,1,1,0
+602,360,1,0,1
+602,522,1,1,0
+604,12644,1,1,0
+626,8504,1,1,0
+668,159,1,1,0
+671,2231,1,1,0
+695,999,1,1,0
+706,3252,1,1,0
+706,9188,1,1,0
+755,1927,1,1,0
+772,189,1,1,0
+776,130472,1,0,1
+777,522,1,1,0
+791,2601,1,1,0
+802,12644,1,1,0
+808,189,1,1,0
+811,360,1,0,1
+813,360,1,0,1
+828,189,1,0,1
+832,159,1,0,1
+839,159,1,0,1
+841,522,1,0,1
+854,6842,1,1,0
+862,360,1,1,0
+876,189,1,1,0
+880,1890,1,1,0
+882,2231,1,1,0
+888,3202,1,0,1
+898,189,1,1,0
+900,159,1,1,0
+908,130472,1,0,1
+914,189,1,0,1
+929,4311,1,1,0
+937,360,1,0,1
+955,130472,1,1,0
+983,6842,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json
new file mode 100644
index 0000000..305e0ad
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31100,
+  "requested": 108,
+  "accepted_requests": 69,
+  "rejected_requests": 39,
+  "arriving_edges": 15122398,
+  "accepted_arriving_edges": 13933300,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "9718cc54c7ee2ec9e7c7c234bbacd3d1090a273627331daf6b2517737c48caa4",
+    "final_apl_state_float32": [
+      149.93157958984375,
+      168.87171936035156
+    ],
+    "final_apl_state_u32_bits": [
+      1125510780,
+      1126752041
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46808322300057625,
+  "diagnostic_simulation_seconds": 5.515289931998268,
+  "wall_seconds": 6.526677141002438,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706",
+    "requests.npz": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..740faaf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "cb8b5776e52b406e050d0d69463a02a183a0eb77f9aa1e914932ac128c0fb727",
+  "final_apl_state_float32": [
+    154.38812255859375,
+    170.18280029296875
+  ],
+  "final_apl_state_u32_bits": [
+    1125802844,
+    1126837964
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..7452893
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv
@@ -0,0 +1,101 @@
+tick,neuron_idx,attempted,accepted,rejected
+43,1514,1,1,0
+54,3161,1,1,0
+61,522,1,1,0
+62,159,1,1,0
+78,522,1,0,1
+83,130753,1,1,0
+103,189,1,1,0
+107,2970,1,1,0
+126,4311,1,1,0
+162,4505,1,1,0
+170,5519,1,0,1
+182,6842,1,1,0
+191,1011,1,0,1
+205,189,1,0,1
+216,2535,1,1,0
+216,130472,1,1,0
+254,522,1,1,0
+278,159,1,0,1
+291,131226,1,1,0
+308,9370,1,1,0
+316,8001,1,1,0
+324,999,1,1,0
+325,4505,1,1,0
+376,130472,1,1,0
+387,12644,1,1,0
+395,159,1,0,1
+399,522,1,1,0
+408,6842,1,1,0
+412,1011,1,1,0
+416,189,1,1,0
+428,7781,1,0,1
+431,6842,1,1,0
+434,2943,1,1,0
+436,522,1,1,0
+437,522,1,0,1
+437,131226,1,1,0
+445,331,1,0,1
+457,1890,1,0,1
+461,522,1,1,0
+462,7781,1,1,0
+471,159,1,1,0
+487,1890,1,1,0
+490,999,1,0,1
+498,189,1,1,0
+504,1011,1,0,1
+507,159,1,1,0
+514,159,1,0,1
+524,130753,1,1,0
+534,2029,1,1,0
+543,189,1,0,1
+547,130472,1,1,0
+553,3345,1,1,0
+555,2010,1,0,1
+568,2010,1,0,1
+579,130753,1,1,0
+584,189,1,1,0
+586,999,1,1,0
+588,5519,1,1,0
+603,130753,1,1,0
+604,159,1,0,1
+611,522,1,1,0
+623,130472,1,0,1
+627,3252,1,1,0
+632,522,1,0,1
+660,7781,1,1,0
+671,6842,1,0,1
+682,1011,1,0,1
+683,6842,1,0,1
+691,1890,1,0,1
+705,2347,1,1,0
+717,522,1,0,1
+726,130497,1,0,1
+733,2231,1,0,1
+739,4311,1,1,0
+746,2029,1,1,0
+749,522,1,1,0
+753,2029,1,0,1
+759,189,1,0,1
+762,2586,1,1,0
+766,3161,1,1,0
+789,189,1,0,1
+801,2347,1,1,0
+809,3252,1,1,0
+816,189,1,1,0
+831,131226,1,0,1
+838,999,1,0,1
+838,10769,1,1,0
+853,9188,1,1,0
+867,189,1,0,1
+887,2601,1,1,0
+922,189,1,0,1
+926,189,1,1,0
+928,2601,1,1,0
+939,130472,1,0,1
+959,189,1,1,0
+977,3252,1,0,1
+983,14839,1,1,0
+984,1890,1,1,0
+988,189,1,1,0
+995,189,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json
new file mode 100644
index 0000000..f31343d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29148,
+  "requested": 100,
+  "accepted_requests": 64,
+  "rejected_requests": 36,
+  "arriving_edges": 13961406,
+  "accepted_arriving_edges": 12825253,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "cb8b5776e52b406e050d0d69463a02a183a0eb77f9aa1e914932ac128c0fb727",
+    "final_apl_state_float32": [
+      154.38812255859375,
+      170.18280029296875
+    ],
+    "final_apl_state_u32_bits": [
+      1125802844,
+      1126837964
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4698285160011437,
+  "diagnostic_simulation_seconds": 5.494395268997323,
+  "wall_seconds": 6.521234405001451,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3",
+    "requests.npz": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..e841853
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "62506761d42f7cb36f84bd6ccc2c0d95af3e8e89f8f222822b8f02f4ff8e7d25",
+  "final_apl_state_float32": [
+    152.21621704101562,
+    167.8943634033203
+  ],
+  "final_apl_state_u32_bits": [
+    1125660506,
+    1126687989
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..0f88ed4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv
@@ -0,0 +1,104 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2347,1,1,0
+13,159,1,1,0
+25,189,1,1,0
+32,999,1,1,0
+50,360,1,1,0
+54,159,1,1,0
+67,130753,1,1,0
+110,189,1,0,1
+121,3252,1,1,0
+126,2586,1,1,0
+127,522,1,1,0
+130,522,1,0,1
+137,1191,1,1,0
+142,1890,1,0,1
+144,999,1,0,1
+146,159,1,1,0
+155,360,1,1,0
+190,360,1,1,0
+198,189,1,1,0
+215,2601,1,1,0
+220,159,1,0,1
+227,522,1,0,1
+240,159,1,1,0
+242,189,1,0,1
+244,159,1,0,1
+245,2010,1,1,0
+255,159,1,0,1
+256,999,1,1,0
+273,12644,1,1,0
+276,999,1,0,1
+278,159,1,1,0
+286,189,1,0,1
+297,131226,1,1,0
+330,131226,1,1,0
+331,10769,1,1,0
+338,360,1,1,0
+341,4311,1,1,0
+347,360,1,0,1
+371,1514,1,1,0
+380,130753,1,1,0
+382,7679,1,1,0
+390,1011,1,1,0
+421,2943,1,1,0
+430,9188,1,1,0
+433,189,1,0,1
+438,5519,1,0,1
+441,522,1,0,1
+454,360,1,0,1
+464,159,1,0,1
+467,2010,1,1,0
+469,2347,1,1,0
+478,189,1,0,1
+480,130753,1,0,1
+490,2493,1,1,0
+494,131226,1,1,0
+502,131226,1,0,1
+538,999,1,1,0
+594,189,1,0,1
+607,189,1,1,0
+610,3202,1,0,1
+619,159,1,1,0
+626,1514,1,0,1
+632,130753,1,0,1
+641,360,1,0,1
+641,9370,1,0,1
+656,189,1,0,1
+661,3252,1,1,0
+666,14839,1,1,0
+678,9188,1,1,0
+684,4311,1,0,1
+689,130753,1,0,1
+693,3161,1,1,0
+699,2994,1,1,0
+718,159,1,1,0
+728,2029,1,0,1
+744,2347,1,1,0
+747,159,1,1,0
+748,8504,1,1,0
+760,1191,1,1,0
+789,189,1,1,0
+804,189,1,0,1
+822,14839,1,1,0
+823,4505,1,1,0
+832,2347,1,0,1
+856,360,1,1,0
+870,12644,1,1,0
+878,522,1,1,0
+880,3202,1,0,1
+884,189,1,1,0
+886,131226,1,1,0
+888,189,1,0,1
+892,189,1,0,1
+894,189,1,0,1
+917,159,1,1,0
+922,130472,1,1,0
+934,522,1,1,0
+952,1514,1,1,0
+953,4311,1,1,0
+966,8001,1,1,0
+979,2970,1,1,0
+980,159,1,0,1
+993,14839,1,0,1
+998,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json
new file mode 100644
index 0000000..1ee5aed
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-01-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30726,
+  "requested": 103,
+  "accepted_requests": 65,
+  "rejected_requests": 38,
+  "arriving_edges": 14832453,
+  "accepted_arriving_edges": 13648662,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "62506761d42f7cb36f84bd6ccc2c0d95af3e8e89f8f222822b8f02f4ff8e7d25",
+    "final_apl_state_float32": [
+      152.21621704101562,
+      167.8943634033203
+    ],
+    "final_apl_state_u32_bits": [
+      1125660506,
+      1126687989
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4692585480006528,
+  "diagnostic_simulation_seconds": 5.6121176650012785,
+  "wall_seconds": 6.629499226000917,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d",
+    "requests.npz": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..e862e05
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+  "final_apl_state_float32": [
+    149.51136779785156,
+    170.6090850830078
+  ],
+  "final_apl_state_u32_bits": [
+    1125483241,
+    1126865901
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..7f710ea
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,133666,1,1,0
+22,360,1,1,0
+25,7322,1,1,0
+38,813,1,1,0
+43,97,1,1,0
+53,813,1,0,1
+54,571,1,1,0
+85,813,1,1,0
+100,4624,1,1,0
+101,1011,1,1,0
+104,54264,1,1,0
+108,189,1,1,0
+111,522,1,1,0
+114,530,1,0,1
+138,360,1,1,0
+146,360,1,0,1
+159,54264,1,1,0
+162,710,1,1,0
+164,7322,1,1,0
+167,434,1,0,1
+170,710,1,0,1
+172,813,1,1,0
+194,130257,1,1,0
+201,522,1,0,1
+213,53508,1,1,0
+214,189,1,1,0
+217,710,1,0,1
+227,53508,1,0,1
+234,159,1,1,0
+248,79514,1,0,1
+259,97,1,0,1
+280,132659,1,0,1
+281,434,1,0,1
+313,130497,1,1,0
+315,360,1,0,1
+336,97,1,1,0
+346,999,1,1,0
+351,813,1,0,1
+374,522,1,1,0
+434,130753,1,0,1
+435,522,1,1,0
+456,522,1,0,1
+491,710,1,1,0
+503,54264,1,1,0
+505,360,1,1,0
+507,813,1,1,0
+508,189,1,0,1
+511,530,1,1,0
+544,55121,1,1,0
+559,97,1,1,0
+561,189,1,0,1
+572,159,1,1,0
+575,710,1,0,1
+580,97,1,0,1
+581,360,1,1,0
+583,54264,1,1,0
+587,360,1,0,1
+590,79514,1,1,0
+601,360,1,0,1
+602,133666,1,0,1
+603,132659,1,1,0
+606,710,1,1,0
+650,54264,1,1,0
+670,522,1,1,0
+692,710,1,0,1
+699,522,1,1,0
+711,7322,1,0,1
+737,130257,1,1,0
+742,133666,1,0,1
+747,1011,1,1,0
+753,130257,1,0,1
+758,189,1,0,1
+769,130753,1,1,0
+788,434,1,0,1
+799,133666,1,1,0
+801,97,1,0,1
+810,132659,1,0,1
+815,189,1,1,0
+834,189,1,0,1
+863,53508,1,1,0
+866,710,1,1,0
+867,159,1,0,1
+879,130753,1,1,0
+881,2029,1,0,1
+886,6721,1,1,0
+887,55121,1,0,1
+893,710,1,1,0
+897,999,1,1,0
+940,53508,1,1,0
+944,132659,1,0,1
+945,133666,1,1,0
+949,1372,1,1,0
+951,189,1,1,0
+954,530,1,1,0
+957,434,1,0,1
+960,813,1,1,0
+964,79514,1,1,0
+964,130497,1,1,0
+970,571,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json
new file mode 100644
index 0000000..ccfe618
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30688,
+  "requested": 99,
+  "accepted_requests": 62,
+  "rejected_requests": 37,
+  "arriving_edges": 14813437,
+  "accepted_arriving_edges": 13626642,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+    "final_apl_state_float32": [
+      149.51136779785156,
+      170.6090850830078
+    ],
+    "final_apl_state_u32_bits": [
+      1125483241,
+      1126865901
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.461698429997341,
+  "diagnostic_simulation_seconds": 5.5292707459993835,
+  "wall_seconds": 6.547334260998468,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+    "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..e862e05
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+  "final_apl_state_float32": [
+    149.51136779785156,
+    170.6090850830078
+  ],
+  "final_apl_state_u32_bits": [
+    1125483241,
+    1126865901
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..7f710ea
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,133666,1,1,0
+22,360,1,1,0
+25,7322,1,1,0
+38,813,1,1,0
+43,97,1,1,0
+53,813,1,0,1
+54,571,1,1,0
+85,813,1,1,0
+100,4624,1,1,0
+101,1011,1,1,0
+104,54264,1,1,0
+108,189,1,1,0
+111,522,1,1,0
+114,530,1,0,1
+138,360,1,1,0
+146,360,1,0,1
+159,54264,1,1,0
+162,710,1,1,0
+164,7322,1,1,0
+167,434,1,0,1
+170,710,1,0,1
+172,813,1,1,0
+194,130257,1,1,0
+201,522,1,0,1
+213,53508,1,1,0
+214,189,1,1,0
+217,710,1,0,1
+227,53508,1,0,1
+234,159,1,1,0
+248,79514,1,0,1
+259,97,1,0,1
+280,132659,1,0,1
+281,434,1,0,1
+313,130497,1,1,0
+315,360,1,0,1
+336,97,1,1,0
+346,999,1,1,0
+351,813,1,0,1
+374,522,1,1,0
+434,130753,1,0,1
+435,522,1,1,0
+456,522,1,0,1
+491,710,1,1,0
+503,54264,1,1,0
+505,360,1,1,0
+507,813,1,1,0
+508,189,1,0,1
+511,530,1,1,0
+544,55121,1,1,0
+559,97,1,1,0
+561,189,1,0,1
+572,159,1,1,0
+575,710,1,0,1
+580,97,1,0,1
+581,360,1,1,0
+583,54264,1,1,0
+587,360,1,0,1
+590,79514,1,1,0
+601,360,1,0,1
+602,133666,1,0,1
+603,132659,1,1,0
+606,710,1,1,0
+650,54264,1,1,0
+670,522,1,1,0
+692,710,1,0,1
+699,522,1,1,0
+711,7322,1,0,1
+737,130257,1,1,0
+742,133666,1,0,1
+747,1011,1,1,0
+753,130257,1,0,1
+758,189,1,0,1
+769,130753,1,1,0
+788,434,1,0,1
+799,133666,1,1,0
+801,97,1,0,1
+810,132659,1,0,1
+815,189,1,1,0
+834,189,1,0,1
+863,53508,1,1,0
+866,710,1,1,0
+867,159,1,0,1
+879,130753,1,1,0
+881,2029,1,0,1
+886,6721,1,1,0
+887,55121,1,0,1
+893,710,1,1,0
+897,999,1,1,0
+940,53508,1,1,0
+944,132659,1,0,1
+945,133666,1,1,0
+949,1372,1,1,0
+951,189,1,1,0
+954,530,1,1,0
+957,434,1,0,1
+960,813,1,1,0
+964,79514,1,1,0
+964,130497,1,1,0
+970,571,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json
new file mode 100644
index 0000000..8224f8b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30688,
+  "requested": 99,
+  "accepted_requests": 62,
+  "rejected_requests": 37,
+  "arriving_edges": 14813437,
+  "accepted_arriving_edges": 13626642,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+    "final_apl_state_float32": [
+      149.51136779785156,
+      170.6090850830078
+    ],
+    "final_apl_state_u32_bits": [
+      1125483241,
+      1126865901
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.463546425999084,
+  "diagnostic_simulation_seconds": 5.528670576997683,
+  "wall_seconds": 6.539215532000526,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+    "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5c4be93
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "16d7eda7de91d05adf6b5f7fb8302bc77a2c16edc920d8519c2c6be183cf2a67",
+  "final_apl_state_float32": [
+    154.8699951171875,
+    162.1256561279297
+  ],
+  "final_apl_state_u32_bits": [
+    1125834424,
+    1126309931
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..ede0cbc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,999,1,1,0
+13,360,1,1,0
+15,132659,1,1,0
+26,710,1,1,0
+29,97,1,1,0
+30,434,1,1,0
+36,1011,1,1,0
+45,54264,1,1,0
+46,710,1,0,1
+49,1011,1,0,1
+62,360,1,1,0
+71,710,1,1,0
+73,522,1,1,0
+77,97,1,1,0
+77,9052,1,1,0
+78,522,1,0,1
+88,7680,1,1,0
+92,4786,1,1,0
+94,55121,1,1,0
+101,133666,1,0,1
+102,130257,1,1,0
+106,360,1,0,1
+118,710,1,0,1
+129,530,1,0,1
+134,7322,1,1,0
+135,130753,1,1,0
+146,522,1,1,0
+146,132659,1,1,0
+149,7322,1,0,1
+150,434,1,0,1
+158,360,1,1,0
+199,710,1,1,0
+199,6721,1,1,0
+202,1372,1,1,0
+225,522,1,1,0
+257,2601,1,1,0
+265,79514,1,1,0
+294,530,1,0,1
+314,710,1,0,1
+315,189,1,1,0
+325,159,1,0,1
+343,132659,1,1,0
+357,79514,1,1,0
+360,97,1,0,1
+367,1372,1,1,0
+372,2029,1,0,1
+372,132659,1,1,0
+377,7322,1,1,0
+386,97,1,1,0
+392,133666,1,0,1
+417,1372,1,1,0
+426,130257,1,1,0
+428,189,1,0,1
+445,434,1,1,0
+449,133666,1,1,0
+465,710,1,0,1
+486,530,1,1,0
+488,530,1,0,1
+489,79514,1,1,0
+501,1372,1,0,1
+528,360,1,0,1
+530,6721,1,1,0
+543,813,1,1,0
+552,97,1,1,0
+553,7322,1,1,0
+568,813,1,1,0
+578,522,1,1,0
+594,132659,1,1,0
+603,132659,1,0,1
+609,79514,1,1,0
+613,132659,1,0,1
+621,2601,1,1,0
+625,159,1,1,0
+631,522,1,1,0
+653,189,1,0,1
+674,79514,1,1,0
+677,710,1,1,0
+703,9052,1,1,0
+714,710,1,1,0
+716,79514,1,1,0
+727,189,1,0,1
+728,4624,1,1,0
+731,189,1,0,1
+743,571,1,0,1
+758,360,1,1,0
+759,159,1,0,1
+766,2029,1,1,0
+773,360,1,0,1
+796,1372,1,1,0
+813,189,1,1,0
+817,79514,1,1,0
+830,132659,1,0,1
+843,159,1,1,0
+845,133666,1,0,1
+855,331,1,1,0
+860,434,1,1,0
+860,522,1,0,1
+862,133666,1,1,0
+866,360,1,1,0
+881,571,1,1,0
+886,132659,1,0,1
+888,189,1,1,0
+901,530,1,0,1
+901,132659,1,0,1
+914,522,1,0,1
+921,522,1,0,1
+925,2601,1,1,0
+929,54264,1,1,0
+953,434,1,0,1
+956,7680,1,0,1
+969,130497,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json
new file mode 100644
index 0000000..68c1b1d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31772,
+  "requested": 111,
+  "accepted_requests": 73,
+  "rejected_requests": 38,
+  "arriving_edges": 15497311,
+  "accepted_arriving_edges": 14284722,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "16d7eda7de91d05adf6b5f7fb8302bc77a2c16edc920d8519c2c6be183cf2a67",
+    "final_apl_state_float32": [
+      154.8699951171875,
+      162.1256561279297
+    ],
+    "final_apl_state_u32_bits": [
+      1125834424,
+      1126309931
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4706844079992152,
+  "diagnostic_simulation_seconds": 5.505878493000637,
+  "wall_seconds": 6.54207266800222,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389",
+    "requests.npz": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..57c52f9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8510f582d5b3b63f308b131aea23b7a6b1129fb7f902d59e8270e77e98fc5ae5",
+  "final_apl_state_float32": [
+    158.42015075683594,
+    166.25730895996094
+  ],
+  "final_apl_state_u32_bits": [
+    1126067087,
+    1126580703
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..98e7a0b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv
@@ -0,0 +1,106 @@
+tick,neuron_idx,attempted,accepted,rejected
+22,130497,1,1,0
+49,360,1,1,0
+57,522,1,1,0
+63,530,1,1,0
+71,53508,1,1,0
+72,189,1,1,0
+83,55121,1,1,0
+85,999,1,1,0
+114,522,1,1,0
+123,813,1,1,0
+138,6721,1,1,0
+141,97,1,1,0
+142,6721,1,0,1
+145,434,1,0,1
+149,53508,1,1,0
+154,710,1,0,1
+155,360,1,1,0
+168,79514,1,1,0
+170,4786,1,1,0
+201,79514,1,1,0
+202,9052,1,1,0
+219,522,1,0,1
+225,55121,1,1,0
+254,132659,1,1,0
+276,9052,1,1,0
+276,54264,1,0,1
+288,1372,1,1,0
+290,1372,1,0,1
+297,530,1,1,0
+310,189,1,0,1
+312,159,1,1,0
+325,97,1,1,0
+330,9052,1,1,0
+335,55121,1,1,0
+344,522,1,1,0
+363,360,1,1,0
+370,54264,1,1,0
+371,1011,1,0,1
+374,4786,1,1,0
+374,133666,1,1,0
+375,133666,1,0,1
+377,130497,1,1,0
+381,79514,1,1,0
+388,7322,1,1,0
+389,813,1,0,1
+403,55121,1,1,0
+417,1927,1,0,1
+431,1372,1,1,0
+440,130497,1,0,1
+447,710,1,0,1
+448,434,1,0,1
+458,2029,1,1,0
+483,189,1,0,1
+511,133666,1,0,1
+516,530,1,0,1
+546,522,1,1,0
+546,999,1,0,1
+548,7680,1,1,0
+550,530,1,0,1
+557,434,1,1,0
+582,159,1,1,0
+600,159,1,0,1
+601,79514,1,1,0
+605,54264,1,1,0
+608,999,1,0,1
+630,4786,1,1,0
+642,530,1,1,0
+660,7322,1,1,0
+673,1372,1,0,1
+691,1927,1,1,0
+700,530,1,0,1
+734,710,1,0,1
+746,189,1,0,1
+749,522,1,0,1
+752,1372,1,0,1
+752,130497,1,1,0
+756,55121,1,1,0
+758,813,1,0,1
+776,360,1,1,0
+779,530,1,1,0
+780,571,1,0,1
+809,189,1,1,0
+814,7322,1,1,0
+821,6721,1,1,0
+839,189,1,1,0
+840,710,1,1,0
+855,360,1,0,1
+860,55121,1,1,0
+867,2029,1,1,0
+888,9052,1,1,0
+891,159,1,0,1
+900,331,1,1,0
+902,54264,1,1,0
+906,360,1,1,0
+907,79514,1,1,0
+913,7680,1,1,0
+920,2601,1,1,0
+938,360,1,1,0
+938,79514,1,1,0
+948,622,1,1,0
+958,710,1,1,0
+962,132659,1,0,1
+971,434,1,0,1
+973,130257,1,1,0
+976,1372,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json
new file mode 100644
index 0000000..f180b13
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29197,
+  "requested": 105,
+  "accepted_requests": 72,
+  "rejected_requests": 33,
+  "arriving_edges": 14095177,
+  "accepted_arriving_edges": 12943505,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8510f582d5b3b63f308b131aea23b7a6b1129fb7f902d59e8270e77e98fc5ae5",
+    "final_apl_state_float32": [
+      158.42015075683594,
+      166.25730895996094
+    ],
+    "final_apl_state_u32_bits": [
+      1126067087,
+      1126580703
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46345516899964423,
+  "diagnostic_simulation_seconds": 5.5182952909999585,
+  "wall_seconds": 6.542544572999759,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570",
+    "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..ab343d6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "e3692739abf228812bfdf7a670b9d590bbe0585103b1a73fcf04a33b5e31a340",
+  "final_apl_state_float32": [
+    155.08389282226562,
+    171.6166229248047
+  ],
+  "final_apl_state_u32_bits": [
+    1125848442,
+    1126931931
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..6ffeff7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv
@@ -0,0 +1,117 @@
+tick,neuron_idx,attempted,accepted,rejected
+23,434,1,1,0
+65,434,1,1,0
+70,522,1,1,0
+72,130497,1,1,0
+91,2029,1,1,0
+94,999,1,1,0
+97,189,1,1,0
+103,710,1,1,0
+104,331,1,1,0
+106,530,1,1,0
+138,522,1,0,1
+139,132659,1,1,0
+154,522,1,1,0
+174,159,1,1,0
+177,522,1,1,0
+179,55121,1,1,0
+186,434,1,1,0
+195,813,1,1,0
+199,434,1,0,1
+210,331,1,1,0
+212,999,1,0,1
+221,434,1,1,0
+270,1927,1,1,0
+273,7680,1,1,0
+283,1372,1,1,0
+291,132659,1,0,1
+303,522,1,0,1
+309,132659,1,1,0
+319,130497,1,0,1
+329,522,1,1,0
+361,710,1,0,1
+369,54264,1,1,0
+377,132659,1,1,0
+381,159,1,1,0
+387,159,1,0,1
+394,130753,1,0,1
+405,1011,1,1,0
+414,434,1,0,1
+422,133666,1,1,0
+447,710,1,1,0
+447,813,1,1,0
+455,53508,1,0,1
+464,331,1,1,0
+473,813,1,1,0
+474,2029,1,1,0
+486,55121,1,0,1
+493,79514,1,1,0
+497,2029,1,1,0
+499,79514,1,0,1
+513,55121,1,1,0
+521,360,1,0,1
+526,360,1,0,1
+540,7680,1,1,0
+541,7322,1,1,0
+543,6721,1,1,0
+555,1372,1,1,0
+559,4624,1,1,0
+567,7680,1,1,0
+584,710,1,1,0
+597,55121,1,1,0
+606,522,1,1,0
+615,132659,1,0,1
+619,54264,1,1,0
+623,54264,1,0,1
+628,189,1,1,0
+629,159,1,1,0
+645,130753,1,1,0
+653,434,1,0,1
+661,434,1,0,1
+682,133666,1,0,1
+687,54264,1,1,0
+713,54264,1,1,0
+714,1372,1,0,1
+718,522,1,0,1
+724,53508,1,1,0
+728,710,1,0,1
+729,133666,1,0,1
+736,360,1,1,0
+742,189,1,1,0
+761,522,1,1,0
+761,999,1,1,0
+763,132659,1,0,1
+767,522,1,0,1
+768,813,1,0,1
+770,130497,1,1,0
+777,189,1,1,0
+813,132659,1,0,1
+817,622,1,1,0
+817,1372,1,1,0
+822,434,1,1,0
+827,434,1,0,1
+833,189,1,0,1
+840,9052,1,1,0
+845,189,1,0,1
+872,132659,1,1,0
+874,189,1,0,1
+874,132659,1,0,1
+881,813,1,1,0
+884,79514,1,1,0
+887,530,1,0,1
+890,130257,1,0,1
+899,97,1,1,0
+911,132659,1,1,0
+913,189,1,1,0
+914,79514,1,1,0
+923,331,1,1,0
+925,79514,1,0,1
+934,159,1,0,1
+945,999,1,1,0
+947,710,1,0,1
+952,1011,1,0,1
+965,360,1,0,1
+969,130753,1,1,0
+977,1372,1,1,0
+997,710,1,0,1
+999,4786,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json
new file mode 100644
index 0000000..addeeb8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29791,
+  "requested": 116,
+  "accepted_requests": 75,
+  "rejected_requests": 41,
+  "arriving_edges": 14242116,
+  "accepted_arriving_edges": 13077391,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "e3692739abf228812bfdf7a670b9d590bbe0585103b1a73fcf04a33b5e31a340",
+    "final_apl_state_float32": [
+      155.08389282226562,
+      171.6166229248047
+    ],
+    "final_apl_state_u32_bits": [
+      1125848442,
+      1126931931
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4694948670003214,
+  "diagnostic_simulation_seconds": 5.466703466998297,
+  "wall_seconds": 6.486831582999002,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf",
+    "requests.npz": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..eb02108
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "5ef52b24f9731c39ac9fb3431c03f527f73a31b4512c49e220a16146808aee1c",
+  "final_apl_state_float32": [
+    158.39431762695312,
+    169.2401123046875
+  ],
+  "final_apl_state_u32_bits": [
+    1126065394,
+    1126776184
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..e730b3c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv
@@ -0,0 +1,103 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,331,1,1,0
+7,133666,1,1,0
+11,522,1,1,0
+34,132659,1,1,0
+35,522,1,1,0
+56,133666,1,1,0
+59,189,1,1,0
+129,360,1,0,1
+133,522,1,1,0
+134,530,1,1,0
+139,79514,1,1,0
+145,133666,1,1,0
+154,189,1,1,0
+158,813,1,1,0
+163,133666,1,0,1
+180,133666,1,1,0
+195,132659,1,0,1
+198,434,1,1,0
+202,132659,1,1,0
+211,132659,1,0,1
+213,710,1,0,1
+214,434,1,0,1
+217,434,1,0,1
+218,710,1,1,0
+229,1372,1,0,1
+238,132659,1,1,0
+239,434,1,0,1
+240,7680,1,1,0
+259,9052,1,0,1
+265,434,1,1,0
+267,434,1,0,1
+306,159,1,1,0
+334,189,1,1,0
+348,133666,1,0,1
+356,522,1,1,0
+359,434,1,0,1
+377,360,1,1,0
+379,130257,1,1,0
+406,530,1,0,1
+407,130753,1,1,0
+408,130257,1,1,0
+418,522,1,0,1
+427,1372,1,1,0
+447,7322,1,1,0
+450,710,1,0,1
+453,79514,1,0,1
+454,2029,1,0,1
+455,130753,1,1,0
+456,1372,1,1,0
+459,79514,1,0,1
+460,7680,1,1,0
+472,622,1,0,1
+480,813,1,1,0
+496,55121,1,1,0
+503,360,1,1,0
+535,710,1,0,1
+552,530,1,1,0
+561,530,1,0,1
+568,130753,1,1,0
+579,9052,1,1,0
+602,79514,1,0,1
+609,1372,1,1,0
+620,522,1,0,1
+622,813,1,0,1
+624,1372,1,0,1
+634,132659,1,0,1
+636,130257,1,1,0
+654,132659,1,1,0
+661,1011,1,1,0
+689,434,1,0,1
+693,434,1,1,0
+699,530,1,1,0
+702,813,1,0,1
+716,813,1,1,0
+730,2601,1,0,1
+736,79514,1,0,1
+739,189,1,0,1
+762,7322,1,1,0
+778,130257,1,1,0
+779,159,1,0,1
+783,159,1,0,1
+787,360,1,1,0
+795,522,1,1,0
+797,97,1,0,1
+800,360,1,0,1
+817,9052,1,1,0
+824,133666,1,0,1
+832,7680,1,0,1
+834,54264,1,1,0
+838,999,1,1,0
+860,189,1,0,1
+863,133666,1,0,1
+877,189,1,1,0
+883,813,1,0,1
+884,97,1,0,1
+887,189,1,0,1
+897,1372,1,1,0
+931,189,1,0,1
+948,434,1,0,1
+969,571,1,1,0
+972,6721,1,1,0
+997,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json
new file mode 100644
index 0000000..2ac37cf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-02-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 32003,
+  "requested": 102,
+  "accepted_requests": 57,
+  "rejected_requests": 45,
+  "arriving_edges": 15537809,
+  "accepted_arriving_edges": 14312574,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "5ef52b24f9731c39ac9fb3431c03f527f73a31b4512c49e220a16146808aee1c",
+    "final_apl_state_float32": [
+      158.39431762695312,
+      169.2401123046875
+    ],
+    "final_apl_state_u32_bits": [
+      1126065394,
+      1126776184
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4655566629990062,
+  "diagnostic_simulation_seconds": 5.554126629998791,
+  "wall_seconds": 6.5761147499979415,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17",
+    "requests.npz": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5a7406a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "d89ede035afa740eed2fd864b17d73b5d7b879325477a1a68a3b16fc77b3dd60",
+  "final_apl_state_float32": [
+    150.73565673828125,
+    168.62351989746094
+  ],
+  "final_apl_state_u32_bits": [
+    1125563476,
+    1126735775
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..221bd2a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,1927,1,1,0
+17,8001,1,1,0
+19,1890,1,1,0
+19,14839,1,1,0
+40,331,1,1,0
+40,1890,1,0,1
+75,2601,1,1,0
+76,2231,1,1,0
+78,1514,1,1,0
+83,2347,1,1,0
+85,130497,1,1,0
+122,130497,1,1,0
+123,189,1,1,0
+125,9975,1,1,0
+130,3202,1,1,0
+137,5519,1,1,0
+146,7679,1,1,0
+160,9188,1,1,0
+160,130472,1,1,0
+162,522,1,1,0
+170,2943,1,1,0
+208,2347,1,1,0
+222,131226,1,1,0
+236,1890,1,1,0
+259,2970,1,0,1
+263,130472,1,1,0
+266,21802,1,1,0
+281,8504,1,1,0
+313,1890,1,1,0
+336,1927,1,0,1
+337,2347,1,1,0
+368,2010,1,0,1
+379,3252,1,1,0
+380,130472,1,1,0
+383,10769,1,1,0
+407,5519,1,1,0
+408,1927,1,1,0
+412,130472,1,1,0
+420,130472,1,0,1
+427,2347,1,0,1
+429,1927,1,0,1
+440,1890,1,1,0
+442,159,1,1,0
+452,3252,1,1,0
+500,130497,1,1,0
+503,8504,1,1,0
+524,2347,1,1,0
+553,2010,1,1,0
+560,2601,1,0,1
+562,7781,1,0,1
+565,2010,1,0,1
+577,4311,1,1,0
+578,4311,1,0,1
+587,3202,1,1,0
+591,2231,1,0,1
+599,131226,1,1,0
+601,4505,1,0,1
+602,4311,1,1,0
+649,131226,1,1,0
+650,6842,1,0,1
+651,130472,1,0,1
+659,159,1,1,0
+661,3202,1,1,0
+665,2970,1,1,0
+665,4311,1,1,0
+672,131226,1,1,0
+674,4505,1,0,1
+683,131226,1,0,1
+705,331,1,1,0
+709,1927,1,1,0
+712,5519,1,0,1
+713,331,1,0,1
+715,130497,1,1,0
+723,7781,1,1,0
+727,1890,1,1,0
+757,2347,1,0,1
+761,4026,1,1,0
+767,3202,1,1,0
+768,12644,1,1,0
+775,4311,1,1,0
+781,331,1,1,0
+793,130497,1,1,0
+794,4505,1,1,0
+798,2231,1,1,0
+811,1890,1,0,1
+813,7781,1,0,1
+822,130472,1,1,0
+834,331,1,0,1
+843,4311,1,1,0
+845,2347,1,1,0
+853,21802,1,1,0
+856,8504,1,1,0
+858,1890,1,1,0
+890,9975,1,1,0
+893,1890,1,1,0
+898,5519,1,1,0
+898,7679,1,1,0
+906,3202,1,0,1
+907,1514,1,0,1
+910,2231,1,1,0
+913,1890,1,0,1
+919,2231,1,0,1
+923,3252,1,1,0
+937,14839,1,1,0
+939,7781,1,1,0
+956,4505,1,1,0
+958,1890,1,1,0
+958,4505,1,0,1
+958,130472,1,1,0
+964,2010,1,1,0
+971,3202,1,0,1
+988,4026,1,1,0
+989,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json
new file mode 100644
index 0000000..2941301
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28946,
+  "requested": 113,
+  "accepted_requests": 84,
+  "rejected_requests": 29,
+  "arriving_edges": 13843923,
+  "accepted_arriving_edges": 12724951,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "d89ede035afa740eed2fd864b17d73b5d7b879325477a1a68a3b16fc77b3dd60",
+    "final_apl_state_float32": [
+      150.73565673828125,
+      168.62351989746094
+    ],
+    "final_apl_state_u32_bits": [
+      1125563476,
+      1126735775
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4730552599976363,
+  "diagnostic_simulation_seconds": 5.467653875002725,
+  "wall_seconds": 6.490948284998012,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+    "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..5a7406a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "d89ede035afa740eed2fd864b17d73b5d7b879325477a1a68a3b16fc77b3dd60",
+  "final_apl_state_float32": [
+    150.73565673828125,
+    168.62351989746094
+  ],
+  "final_apl_state_u32_bits": [
+    1125563476,
+    1126735775
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..221bd2a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,1927,1,1,0
+17,8001,1,1,0
+19,1890,1,1,0
+19,14839,1,1,0
+40,331,1,1,0
+40,1890,1,0,1
+75,2601,1,1,0
+76,2231,1,1,0
+78,1514,1,1,0
+83,2347,1,1,0
+85,130497,1,1,0
+122,130497,1,1,0
+123,189,1,1,0
+125,9975,1,1,0
+130,3202,1,1,0
+137,5519,1,1,0
+146,7679,1,1,0
+160,9188,1,1,0
+160,130472,1,1,0
+162,522,1,1,0
+170,2943,1,1,0
+208,2347,1,1,0
+222,131226,1,1,0
+236,1890,1,1,0
+259,2970,1,0,1
+263,130472,1,1,0
+266,21802,1,1,0
+281,8504,1,1,0
+313,1890,1,1,0
+336,1927,1,0,1
+337,2347,1,1,0
+368,2010,1,0,1
+379,3252,1,1,0
+380,130472,1,1,0
+383,10769,1,1,0
+407,5519,1,1,0
+408,1927,1,1,0
+412,130472,1,1,0
+420,130472,1,0,1
+427,2347,1,0,1
+429,1927,1,0,1
+440,1890,1,1,0
+442,159,1,1,0
+452,3252,1,1,0
+500,130497,1,1,0
+503,8504,1,1,0
+524,2347,1,1,0
+553,2010,1,1,0
+560,2601,1,0,1
+562,7781,1,0,1
+565,2010,1,0,1
+577,4311,1,1,0
+578,4311,1,0,1
+587,3202,1,1,0
+591,2231,1,0,1
+599,131226,1,1,0
+601,4505,1,0,1
+602,4311,1,1,0
+649,131226,1,1,0
+650,6842,1,0,1
+651,130472,1,0,1
+659,159,1,1,0
+661,3202,1,1,0
+665,2970,1,1,0
+665,4311,1,1,0
+672,131226,1,1,0
+674,4505,1,0,1
+683,131226,1,0,1
+705,331,1,1,0
+709,1927,1,1,0
+712,5519,1,0,1
+713,331,1,0,1
+715,130497,1,1,0
+723,7781,1,1,0
+727,1890,1,1,0
+757,2347,1,0,1
+761,4026,1,1,0
+767,3202,1,1,0
+768,12644,1,1,0
+775,4311,1,1,0
+781,331,1,1,0
+793,130497,1,1,0
+794,4505,1,1,0
+798,2231,1,1,0
+811,1890,1,0,1
+813,7781,1,0,1
+822,130472,1,1,0
+834,331,1,0,1
+843,4311,1,1,0
+845,2347,1,1,0
+853,21802,1,1,0
+856,8504,1,1,0
+858,1890,1,1,0
+890,9975,1,1,0
+893,1890,1,1,0
+898,5519,1,1,0
+898,7679,1,1,0
+906,3202,1,0,1
+907,1514,1,0,1
+910,2231,1,1,0
+913,1890,1,0,1
+919,2231,1,0,1
+923,3252,1,1,0
+937,14839,1,1,0
+939,7781,1,1,0
+956,4505,1,1,0
+958,1890,1,1,0
+958,4505,1,0,1
+958,130472,1,1,0
+964,2010,1,1,0
+971,3202,1,0,1
+988,4026,1,1,0
+989,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json
new file mode 100644
index 0000000..fcdca19
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28946,
+  "requested": 113,
+  "accepted_requests": 84,
+  "rejected_requests": 29,
+  "arriving_edges": 13843923,
+  "accepted_arriving_edges": 12724951,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "d89ede035afa740eed2fd864b17d73b5d7b879325477a1a68a3b16fc77b3dd60",
+    "final_apl_state_float32": [
+      150.73565673828125,
+      168.62351989746094
+    ],
+    "final_apl_state_u32_bits": [
+      1125563476,
+      1126735775
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46567678900100873,
+  "diagnostic_simulation_seconds": 5.469729188000201,
+  "wall_seconds": 6.485741464999592,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+    "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2590a5c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2075aa0ecf9e98727f0ef9a28ff7b0e5711551f2017e13a52f228bd63691c6ee",
+  "final_apl_state_float32": [
+    152.77447509765625,
+    165.7435302734375
+  ],
+  "final_apl_state_u32_bits": [
+    1125697092,
+    1126547032
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..0172704
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv
@@ -0,0 +1,119 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,1927,1,1,0
+11,3252,1,1,0
+22,4505,1,1,0
+27,9975,1,1,0
+34,7781,1,1,0
+37,2231,1,1,0
+40,131226,1,1,0
+55,6842,1,1,0
+58,1514,1,1,0
+58,4505,1,1,0
+69,130497,1,1,0
+70,1890,1,1,0
+70,131226,1,1,0
+77,7679,1,1,0
+91,131226,1,0,1
+96,331,1,1,0
+101,159,1,1,0
+101,4505,1,1,0
+112,2601,1,1,0
+112,14839,1,1,0
+115,1890,1,1,0
+115,2347,1,1,0
+118,130472,1,1,0
+149,3345,1,1,0
+166,2347,1,1,0
+172,1890,1,1,0
+173,130472,1,1,0
+182,2601,1,0,1
+193,1890,1,0,1
+199,7679,1,1,0
+221,3202,1,1,0
+222,6842,1,0,1
+229,1890,1,1,0
+236,331,1,1,0
+239,2601,1,0,1
+240,4311,1,1,0
+243,2347,1,0,1
+245,4311,1,0,1
+257,3252,1,0,1
+270,130472,1,1,0
+279,10769,1,1,0
+283,14839,1,0,1
+298,130472,1,1,0
+310,131226,1,1,0
+313,5519,1,1,0
+320,7679,1,1,0
+337,1927,1,1,0
+351,4311,1,1,0
+360,2601,1,0,1
+366,3202,1,0,1
+376,5519,1,1,0
+398,4311,1,1,0
+407,130472,1,1,0
+410,130472,1,0,1
+415,14839,1,1,0
+434,8504,1,1,0
+457,7679,1,1,0
+459,1890,1,1,0
+465,4173,1,1,0
+468,2347,1,1,0
+481,1890,1,1,0
+489,130472,1,0,1
+508,2231,1,1,0
+530,14839,1,1,0
+537,2010,1,0,1
+540,3252,1,1,0
+546,2601,1,0,1
+548,331,1,1,0
+569,6842,1,1,0
+580,2347,1,1,0
+609,130472,1,1,0
+613,7679,1,0,1
+632,6842,1,0,1
+641,12644,1,1,0
+645,2231,1,0,1
+645,7781,1,1,0
+647,9370,1,0,1
+648,2347,1,0,1
+661,8001,1,1,0
+662,7781,1,0,1
+664,2586,1,1,0
+675,1890,1,1,0
+686,8504,1,1,0
+691,6842,1,0,1
+693,4173,1,1,0
+697,7781,1,1,0
+715,2231,1,0,1
+752,3202,1,0,1
+754,3252,1,1,0
+755,9975,1,1,0
+768,2010,1,1,0
+782,4505,1,1,0
+783,4311,1,1,0
+796,131226,1,0,1
+799,130497,1,1,0
+826,331,1,0,1
+832,3202,1,0,1
+863,6842,1,0,1
+870,2347,1,0,1
+882,8504,1,1,0
+884,1927,1,1,0
+896,2231,1,0,1
+897,2231,1,0,1
+899,130497,1,1,0
+903,2347,1,1,0
+905,5519,1,1,0
+906,1890,1,1,0
+914,2231,1,1,0
+915,14839,1,1,0
+918,5519,1,0,1
+922,4505,1,1,0
+930,2231,1,0,1
+932,130472,1,0,1
+935,131226,1,1,0
+972,131226,1,1,0
+986,10769,1,1,0
+996,12644,1,0,1
+998,130472,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json
new file mode 100644
index 0000000..f771541
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30341,
+  "requested": 118,
+  "accepted_requests": 82,
+  "rejected_requests": 36,
+  "arriving_edges": 14527617,
+  "accepted_arriving_edges": 13370494,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2075aa0ecf9e98727f0ef9a28ff7b0e5711551f2017e13a52f228bd63691c6ee",
+    "final_apl_state_float32": [
+      152.77447509765625,
+      165.7435302734375
+    ],
+    "final_apl_state_u32_bits": [
+      1125697092,
+      1126547032
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.465933433999453,
+  "diagnostic_simulation_seconds": 5.478247229002591,
+  "wall_seconds": 6.4937993780004035,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202",
+    "requests.npz": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..d6137df
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "3ff5640ff1e797a98db9e0352223328698ecacc5ec3823c9ac92857f24696ead",
+  "final_apl_state_float32": [
+    150.3761749267578,
+    164.6483154296875
+  ],
+  "final_apl_state_u32_bits": [
+    1125539917,
+    1126475256
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..416f0d7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv
@@ -0,0 +1,113 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,2493,1,1,0
+43,6842,1,1,0
+49,2347,1,1,0
+63,131226,1,1,0
+84,4505,1,1,0
+86,8504,1,1,0
+92,130472,1,1,0
+93,6842,1,1,0
+104,4311,1,1,0
+106,4505,1,1,0
+107,4311,1,0,1
+112,9188,1,1,0
+116,1890,1,1,0
+126,2010,1,1,0
+128,2231,1,1,0
+128,3202,1,1,0
+151,7679,1,1,0
+152,7781,1,1,0
+157,2010,1,1,0
+164,2347,1,1,0
+169,9370,1,1,0
+202,1890,1,1,0
+207,1514,1,1,0
+216,21802,1,1,0
+235,2231,1,1,0
+244,4505,1,0,1
+248,7781,1,1,0
+251,2970,1,0,1
+256,2231,1,0,1
+266,4311,1,1,0
+272,1890,1,1,0
+278,2601,1,0,1
+281,3202,1,1,0
+281,9370,1,1,0
+281,131226,1,0,1
+291,189,1,0,1
+294,4505,1,0,1
+309,7781,1,1,0
+317,1514,1,1,0
+326,131226,1,0,1
+330,7781,1,0,1
+335,2010,1,0,1
+336,2231,1,1,0
+362,331,1,1,0
+366,3252,1,0,1
+380,2231,1,1,0
+383,131226,1,1,0
+387,3202,1,1,0
+412,130497,1,0,1
+417,2994,1,1,0
+454,7781,1,1,0
+456,9370,1,0,1
+470,5519,1,0,1
+473,3202,1,0,1
+481,130497,1,0,1
+495,189,1,1,0
+504,2347,1,0,1
+505,5519,1,1,0
+518,14839,1,1,0
+525,3202,1,0,1
+559,9188,1,1,0
+564,7781,1,1,0
+567,1927,1,0,1
+585,3252,1,1,0
+603,131226,1,1,0
+606,130472,1,1,0
+611,4505,1,0,1
+611,21802,1,1,0
+612,131226,1,0,1
+616,12644,1,1,0
+629,331,1,0,1
+641,1890,1,1,0
+645,1927,1,1,0
+647,2231,1,1,0
+650,130497,1,1,0
+653,2231,1,0,1
+668,6842,1,1,0
+675,4311,1,1,0
+685,21802,1,1,0
+690,5519,1,1,0
+693,6842,1,1,0
+704,8001,1,0,1
+709,1514,1,1,0
+711,6842,1,0,1
+714,2601,1,1,0
+730,2010,1,1,0
+732,21802,1,1,0
+733,2231,1,0,1
+755,2601,1,1,0
+755,12644,1,1,0
+791,331,1,0,1
+813,1890,1,1,0
+820,3202,1,1,0
+826,131226,1,1,0
+835,159,1,1,0
+838,2994,1,0,1
+869,21802,1,0,1
+882,1890,1,1,0
+886,130472,1,1,0
+890,130497,1,0,1
+900,130472,1,0,1
+924,131226,1,1,0
+931,3202,1,1,0
+937,4505,1,1,0
+942,4505,1,0,1
+944,9370,1,1,0
+965,189,1,0,1
+967,4311,1,1,0
+971,9188,1,1,0
+981,131226,1,0,1
+989,9975,1,1,0
+990,2231,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json
new file mode 100644
index 0000000..3f3e7a4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29051,
+  "requested": 112,
+  "accepted_requests": 77,
+  "rejected_requests": 35,
+  "arriving_edges": 14130267,
+  "accepted_arriving_edges": 13035088,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "3ff5640ff1e797a98db9e0352223328698ecacc5ec3823c9ac92857f24696ead",
+    "final_apl_state_float32": [
+      150.3761749267578,
+      164.6483154296875
+    ],
+    "final_apl_state_u32_bits": [
+      1125539917,
+      1126475256
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4674831800002721,
+  "diagnostic_simulation_seconds": 5.3534003919994575,
+  "wall_seconds": 6.3613959530011925,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f",
+    "requests.npz": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..1f4d657
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b1e1dd0f342891f3c62dea3f4d475cca91c28da1a1eacdaf7c41388ec494139b",
+  "final_apl_state_float32": [
+    151.52447509765625,
+    166.93295288085938
+  ],
+  "final_apl_state_u32_bits": [
+    1125615172,
+    1126624982
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..11e633a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+17,9975,1,1,0
+21,131226,1,1,0
+40,131226,1,0,1
+50,130472,1,1,0
+53,8504,1,1,0
+54,7781,1,1,0
+60,4311,1,1,0
+68,130497,1,1,0
+69,2347,1,1,0
+72,130472,1,1,0
+77,2010,1,1,0
+78,4311,1,0,1
+86,1927,1,1,0
+94,130472,1,1,0
+104,3252,1,1,0
+133,6842,1,1,0
+134,2970,1,1,0
+146,130472,1,1,0
+157,159,1,1,0
+159,9370,1,1,0
+172,130472,1,1,0
+178,1890,1,1,0
+202,189,1,1,0
+205,21802,1,1,0
+218,3252,1,1,0
+227,2347,1,1,0
+231,1890,1,1,0
+234,4505,1,1,0
+239,1514,1,1,0
+254,2231,1,1,0
+255,130497,1,0,1
+271,9188,1,1,0
+277,7781,1,1,0
+282,1890,1,1,0
+285,2347,1,1,0
+292,2347,1,0,1
+295,3345,1,0,1
+304,2231,1,1,0
+309,2601,1,1,0
+310,2601,1,0,1
+335,130472,1,0,1
+348,4311,1,0,1
+355,331,1,1,0
+364,131226,1,0,1
+373,3202,1,1,0
+385,9370,1,1,0
+391,3252,1,1,0
+395,8001,1,0,1
+396,2601,1,1,0
+406,14839,1,1,0
+407,4505,1,1,0
+417,2347,1,0,1
+425,5519,1,1,0
+426,131226,1,0,1
+432,7781,1,1,0
+437,130472,1,1,0
+448,9370,1,1,0
+450,7781,1,0,1
+455,8504,1,1,0
+471,2347,1,1,0
+484,4311,1,0,1
+510,6842,1,1,0
+512,9370,1,1,0
+535,7781,1,0,1
+543,331,1,1,0
+547,1927,1,0,1
+547,2010,1,1,0
+556,2943,1,1,0
+570,131226,1,0,1
+571,3202,1,1,0
+572,3252,1,1,0
+575,2347,1,1,0
+576,4311,1,1,0
+577,2010,1,1,0
+577,8504,1,1,0
+582,130472,1,0,1
+609,1890,1,0,1
+613,5519,1,1,0
+613,8504,1,1,0
+624,130472,1,1,0
+633,130472,1,0,1
+661,331,1,0,1
+668,7679,1,1,0
+684,130472,1,1,0
+692,12644,1,1,0
+694,7679,1,1,0
+708,131226,1,1,0
+710,2010,1,0,1
+714,9975,1,1,0
+724,3252,1,1,0
+727,4311,1,0,1
+730,189,1,1,0
+733,5519,1,1,0
+733,9370,1,1,0
+735,5519,1,0,1
+754,3252,1,1,0
+776,131226,1,0,1
+779,130472,1,1,0
+791,7679,1,1,0
+793,331,1,1,0
+817,14839,1,0,1
+825,7781,1,1,0
+828,14839,1,1,0
+839,8504,1,1,0
+852,1890,1,1,0
+853,7781,1,1,0
+854,8504,1,0,1
+864,1890,1,0,1
+882,6842,1,1,0
+883,2347,1,0,1
+886,4505,1,0,1
+897,2010,1,1,0
+908,3202,1,0,1
+916,9975,1,1,0
+953,3252,1,0,1
+958,159,1,1,0
+958,130497,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json
new file mode 100644
index 0000000..09ff9ef
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29748,
+  "requested": 117,
+  "accepted_requests": 85,
+  "rejected_requests": 32,
+  "arriving_edges": 14434860,
+  "accepted_arriving_edges": 13291387,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b1e1dd0f342891f3c62dea3f4d475cca91c28da1a1eacdaf7c41388ec494139b",
+    "final_apl_state_float32": [
+      151.52447509765625,
+      166.93295288085938
+    ],
+    "final_apl_state_u32_bits": [
+      1125615172,
+      1126624982
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46669809500235715,
+  "diagnostic_simulation_seconds": 5.406051926998771,
+  "wall_seconds": 6.418035822000093,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999",
+    "requests.npz": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..0bcf192
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "bb2c08df4b66fbd37058e5a60a4aab1bb75b59fea632143679863bf0a20e8615",
+  "final_apl_state_float32": [
+    149.43618774414062,
+    161.67529296875
+  ],
+  "final_apl_state_u32_bits": [
+    1125478314,
+    1126280416
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..8beb782
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,130472,1,1,0
+5,131226,1,1,0
+8,2347,1,1,0
+44,331,1,1,0
+55,1890,1,1,0
+61,2347,1,1,0
+67,1890,1,0,1
+84,3252,1,1,0
+109,1927,1,1,0
+119,9188,1,1,0
+122,131226,1,1,0
+126,131226,1,0,1
+130,2347,1,1,0
+148,2601,1,1,0
+153,131226,1,1,0
+158,1514,1,1,0
+158,3252,1,1,0
+160,2601,1,0,1
+172,5519,1,1,0
+183,4311,1,0,1
+248,4505,1,0,1
+269,9975,1,1,0
+304,130497,1,1,0
+305,159,1,1,0
+332,2231,1,1,0
+335,4026,1,0,1
+341,159,1,1,0
+354,6842,1,1,0
+372,1927,1,0,1
+377,1890,1,1,0
+381,4311,1,1,0
+400,1890,1,1,0
+401,2010,1,1,0
+405,130497,1,1,0
+414,3202,1,1,0
+420,3161,1,1,0
+426,12644,1,1,0
+457,5519,1,0,1
+464,7781,1,1,0
+488,7781,1,1,0
+491,5519,1,1,0
+496,2231,1,1,0
+500,2231,1,0,1
+527,9188,1,1,0
+533,5519,1,1,0
+543,6842,1,1,0
+547,1191,1,1,0
+548,131226,1,1,0
+552,2010,1,1,0
+572,4505,1,1,0
+581,5519,1,1,0
+584,6842,1,1,0
+584,7679,1,1,0
+587,6842,1,0,1
+598,4505,1,1,0
+601,1890,1,0,1
+613,1514,1,1,0
+617,2601,1,1,0
+647,131226,1,1,0
+649,131226,1,0,1
+657,130472,1,0,1
+658,3202,1,1,0
+662,130472,1,0,1
+673,5519,1,0,1
+698,331,1,0,1
+711,2231,1,0,1
+727,8001,1,1,0
+729,159,1,0,1
+747,130472,1,1,0
+751,5519,1,1,0
+762,130497,1,0,1
+786,130472,1,1,0
+799,131226,1,1,0
+801,1927,1,1,0
+802,1514,1,1,0
+826,2586,1,0,1
+846,2347,1,0,1
+855,4311,1,1,0
+861,1890,1,0,1
+867,10769,1,1,0
+874,2994,1,0,1
+878,1890,1,1,0
+880,6842,1,0,1
+881,130472,1,1,0
+882,2231,1,1,0
+901,4505,1,1,0
+910,2535,1,1,0
+921,130472,1,1,0
+930,130472,1,0,1
+935,8504,1,1,0
+942,131226,1,1,0
+948,1890,1,1,0
+950,4173,1,0,1
+958,10769,1,1,0
+991,2347,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json
new file mode 100644
index 0000000..d4c5cec
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-03-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28154,
+  "requested": 95,
+  "accepted_requests": 69,
+  "rejected_requests": 26,
+  "arriving_edges": 13636356,
+  "accepted_arriving_edges": 12557270,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "bb2c08df4b66fbd37058e5a60a4aab1bb75b59fea632143679863bf0a20e8615",
+    "final_apl_state_float32": [
+      149.43618774414062,
+      161.67529296875
+    ],
+    "final_apl_state_u32_bits": [
+      1125478314,
+      1126280416
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46629794999898877,
+  "diagnostic_simulation_seconds": 5.416212315001758,
+  "wall_seconds": 6.438525662000757,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a",
+    "requests.npz": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..59ac9f3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b78bd308b069f70b75ef213f24f068ab437fe51d25d0a6bcf0b0899ba4e945f9",
+  "final_apl_state_float32": [
+    154.12646484375,
+    166.8522491455078
+  ],
+  "final_apl_state_u32_bits": [
+    1125785696,
+    1126619693
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..5824fda
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,2029,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+74,1927,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+128,1011,1,1,0
+133,130472,1,0,1
+147,999,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+229,130753,1,0,1
+238,5519,1,0,1
+308,1927,1,0,1
+325,1011,1,0,1
+337,2586,1,0,1
+342,2029,1,1,0
+342,130753,1,0,1
+349,1927,1,0,1
+351,1514,1,0,1
+354,130753,1,0,1
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+405,131226,1,1,0
+413,1890,1,1,0
+414,999,1,1,0
+463,1927,1,1,0
+479,2029,1,0,1
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,1,0
+511,3202,1,1,0
+528,130472,1,0,1
+538,7781,1,1,0
+540,2029,1,1,0
+547,7781,1,0,1
+549,131226,1,0,1
+550,131226,1,0,1
+557,3202,1,1,0
+573,1011,1,1,0
+579,131226,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+613,131226,1,1,0
+614,4505,1,0,1
+615,1011,1,1,0
+618,1011,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+663,7781,1,1,0
+665,1011,1,1,0
+667,10769,1,1,0
+698,1514,1,0,1
+703,7781,1,1,0
+710,2601,1,1,0
+727,6842,1,1,0
+763,130497,1,0,1
+764,1890,1,1,0
+794,2029,1,1,0
+815,130753,1,0,1
+816,4505,1,1,0
+819,331,1,0,1
+827,131226,1,1,0
+832,999,1,0,1
+842,331,1,1,0
+844,130753,1,1,0
+846,2601,1,0,1
+855,999,1,1,0
+876,1011,1,1,0
+879,4311,1,0,1
+884,3202,1,1,0
+906,331,1,0,1
+907,331,1,0,1
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+943,1890,1,0,1
+958,1011,1,1,0
+960,1011,1,0,1
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,1,0
+998,130497,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json
new file mode 100644
index 0000000..5816239
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30169,
+  "requested": 95,
+  "accepted_requests": 64,
+  "rejected_requests": 31,
+  "arriving_edges": 14448923,
+  "accepted_arriving_edges": 13292474,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b78bd308b069f70b75ef213f24f068ab437fe51d25d0a6bcf0b0899ba4e945f9",
+    "final_apl_state_float32": [
+      154.12646484375,
+      166.8522491455078
+    ],
+    "final_apl_state_u32_bits": [
+      1125785696,
+      1126619693
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46238634399924194,
+  "diagnostic_simulation_seconds": 5.487538530000165,
+  "wall_seconds": 6.497189882000384,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+    "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..59ac9f3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b78bd308b069f70b75ef213f24f068ab437fe51d25d0a6bcf0b0899ba4e945f9",
+  "final_apl_state_float32": [
+    154.12646484375,
+    166.8522491455078
+  ],
+  "final_apl_state_u32_bits": [
+    1125785696,
+    1126619693
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..5824fda
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,2029,1,1,0
+37,5519,1,1,0
+59,5519,1,1,0
+74,1927,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+84,7781,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+128,1011,1,1,0
+133,130472,1,0,1
+147,999,1,1,0
+156,130497,1,1,0
+161,4311,1,1,0
+229,130753,1,0,1
+238,5519,1,0,1
+308,1927,1,0,1
+325,1011,1,0,1
+337,2586,1,0,1
+342,2029,1,1,0
+342,130753,1,0,1
+349,1927,1,0,1
+351,1514,1,0,1
+354,130753,1,0,1
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+399,4311,1,1,0
+400,4311,1,0,1
+405,131226,1,1,0
+413,1890,1,1,0
+414,999,1,1,0
+463,1927,1,1,0
+479,2029,1,0,1
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,1,0
+511,3202,1,1,0
+528,130472,1,0,1
+538,7781,1,1,0
+540,2029,1,1,0
+547,7781,1,0,1
+549,131226,1,0,1
+550,131226,1,0,1
+557,3202,1,1,0
+573,1011,1,1,0
+579,131226,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+613,131226,1,1,0
+614,4505,1,0,1
+615,1011,1,1,0
+618,1011,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+663,7781,1,1,0
+665,1011,1,1,0
+667,10769,1,1,0
+698,1514,1,0,1
+703,7781,1,1,0
+710,2601,1,1,0
+727,6842,1,1,0
+763,130497,1,0,1
+764,1890,1,1,0
+794,2029,1,1,0
+815,130753,1,0,1
+816,4505,1,1,0
+819,331,1,0,1
+827,131226,1,1,0
+832,999,1,0,1
+842,331,1,1,0
+844,130753,1,1,0
+846,2601,1,0,1
+855,999,1,1,0
+876,1011,1,1,0
+879,4311,1,0,1
+884,3202,1,1,0
+906,331,1,0,1
+907,331,1,0,1
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+943,1890,1,0,1
+958,1011,1,1,0
+960,1011,1,0,1
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,1,0
+998,130497,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json
new file mode 100644
index 0000000..1977122
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30169,
+  "requested": 95,
+  "accepted_requests": 64,
+  "rejected_requests": 31,
+  "arriving_edges": 14448923,
+  "accepted_arriving_edges": 13292474,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b78bd308b069f70b75ef213f24f068ab437fe51d25d0a6bcf0b0899ba4e945f9",
+    "final_apl_state_float32": [
+      154.12646484375,
+      166.8522491455078
+    ],
+    "final_apl_state_u32_bits": [
+      1125785696,
+      1126619693
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46120280399918556,
+  "diagnostic_simulation_seconds": 5.432707989002665,
+  "wall_seconds": 6.446601421001105,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+    "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c93c262
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "f4fe5a45f356ffab9a91a7d438b961516f18da006579f8b590062ec77e673782",
+  "final_apl_state_float32": [
+    155.90928649902344,
+    160.41171264648438
+  ],
+  "final_apl_state_u32_bits": [
+    1125902535,
+    1126197606
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..c0dde1a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+8,5519,1,1,0
+9,999,1,1,0
+10,2601,1,1,0
+16,130753,1,1,0
+24,131226,1,1,0
+31,2970,1,1,0
+33,1890,1,1,0
+37,1011,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,4505,1,1,0
+88,331,1,1,0
+93,5519,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+159,5519,1,0,1
+168,999,1,1,0
+182,999,1,0,1
+202,130753,1,0,1
+216,2231,1,1,0
+216,2970,1,1,0
+219,999,1,1,0
+220,4311,1,1,0
+223,130753,1,1,0
+235,130472,1,1,0
+250,2029,1,0,1
+256,2231,1,1,0
+259,2927,1,1,0
+266,2601,1,0,1
+273,130753,1,1,0
+286,999,1,1,0
+287,2231,1,1,0
+287,130753,1,0,1
+293,2601,1,1,0
+305,2347,1,0,1
+309,2010,1,0,1
+312,130753,1,1,0
+330,2601,1,1,0
+336,999,1,1,0
+352,1011,1,0,1
+363,130753,1,1,0
+380,2927,1,1,0
+398,2231,1,1,0
+419,4311,1,0,1
+421,2029,1,1,0
+427,3202,1,1,0
+465,1011,1,1,0
+492,130753,1,1,0
+495,3252,1,1,0
+500,130472,1,1,0
+501,2231,1,1,0
+505,2029,1,0,1
+508,1011,1,1,0
+513,2029,1,1,0
+521,131226,1,1,0
+547,1011,1,1,0
+562,4311,1,1,0
+568,130753,1,1,0
+575,130753,1,0,1
+579,2347,1,1,0
+581,130753,1,0,1
+591,2010,1,0,1
+606,2347,1,1,0
+606,4505,1,1,0
+609,12644,1,1,0
+619,2029,1,1,0
+619,2601,1,1,0
+629,2231,1,1,0
+633,3345,1,1,0
+636,3202,1,1,0
+639,3202,1,0,1
+655,331,1,1,0
+659,2029,1,1,0
+684,7781,1,1,0
+689,2010,1,1,0
+691,999,1,1,0
+696,131226,1,0,1
+704,2010,1,0,1
+708,2010,1,0,1
+724,1011,1,1,0
+730,1011,1,0,1
+749,7781,1,1,0
+750,2231,1,1,0
+753,3252,1,1,0
+757,2029,1,0,1
+761,2601,1,0,1
+788,999,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,0,1
+817,130753,1,1,0
+824,1011,1,1,0
+826,130753,1,0,1
+828,130753,1,0,1
+829,1514,1,0,1
+831,1514,1,0,1
+839,4311,1,1,0
+841,2029,1,1,0
+872,999,1,0,1
+877,7781,1,1,0
+890,130753,1,0,1
+904,5519,1,1,0
+913,12644,1,1,0
+936,2029,1,1,0
+943,3202,1,1,0
+944,3202,1,0,1
+952,2601,1,1,0
+972,1890,1,1,0
+986,2347,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json
new file mode 100644
index 0000000..cf1d10e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31710,
+  "requested": 111,
+  "accepted_requests": 82,
+  "rejected_requests": 29,
+  "arriving_edges": 15295110,
+  "accepted_arriving_edges": 14103255,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "f4fe5a45f356ffab9a91a7d438b961516f18da006579f8b590062ec77e673782",
+    "final_apl_state_float32": [
+      155.90928649902344,
+      160.41171264648438
+    ],
+    "final_apl_state_u32_bits": [
+      1125902535,
+      1126197606
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46392081399972085,
+  "diagnostic_simulation_seconds": 5.459141808001732,
+  "wall_seconds": 6.475993445001222,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286",
+    "requests.npz": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..192d370
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "3ab0494df86f153b0db621031f004f955aced829ebc8b8af6b9a50db97aae355",
+  "final_apl_state_float32": [
+    150.29698181152344,
+    164.21768188476562
+  ],
+  "final_apl_state_u32_bits": [
+    1125534727,
+    1126447034
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..6e9dde8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+2,1011,1,1,0
+15,9975,1,1,0
+34,2601,1,1,0
+45,130753,1,1,0
+64,1514,1,1,0
+77,4505,1,1,0
+79,2231,1,1,0
+81,1890,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+106,2231,1,1,0
+109,1011,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+173,2029,1,0,1
+181,1011,1,1,0
+190,5519,1,1,0
+190,130472,1,1,0
+215,331,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+242,999,1,0,1
+255,999,1,1,0
+257,130753,1,1,0
+258,130497,1,1,0
+259,4311,1,1,0
+269,1011,1,1,0
+277,159,1,1,0
+283,2010,1,1,0
+290,1890,1,0,1
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,1,0
+316,3202,1,1,0
+348,1514,1,0,1
+351,131226,1,0,1
+375,2029,1,1,0
+382,2347,1,1,0
+412,999,1,1,0
+413,999,1,0,1
+430,1890,1,1,0
+433,130753,1,0,1
+441,6842,1,0,1
+463,2231,1,1,0
+482,1514,1,0,1
+512,130753,1,1,0
+515,1011,1,1,0
+517,7781,1,0,1
+520,9188,1,1,0
+534,7781,1,1,0
+535,2029,1,1,0
+536,1191,1,0,1
+537,1927,1,1,0
+556,3252,1,1,0
+560,6842,1,0,1
+564,2347,1,1,0
+577,2231,1,1,0
+583,1011,1,1,0
+591,2586,1,0,1
+593,5519,1,1,0
+598,2029,1,1,0
+611,4505,1,1,0
+620,2601,1,0,1
+623,1890,1,1,0
+632,2029,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+654,130472,1,0,1
+659,130753,1,1,0
+667,1011,1,1,0
+669,189,1,1,0
+692,999,1,1,0
+692,2010,1,1,0
+693,130753,1,1,0
+711,5519,1,1,0
+712,2601,1,1,0
+717,2601,1,0,1
+723,131226,1,0,1
+725,130753,1,1,0
+732,4311,1,1,0
+744,130497,1,1,0
+746,5519,1,1,0
+765,1890,1,1,0
+768,4173,1,0,1
+797,130753,1,0,1
+806,6842,1,1,0
+809,1514,1,1,0
+813,4311,1,1,0
+817,331,1,0,1
+853,1927,1,0,1
+858,131226,1,1,0
+862,6842,1,0,1
+863,1011,1,1,0
+864,999,1,0,1
+864,5519,1,1,0
+865,999,1,0,1
+866,7781,1,1,0
+885,7781,1,0,1
+886,2601,1,1,0
+903,2493,1,1,0
+906,3345,1,1,0
+919,2029,1,1,0
+923,3202,1,0,1
+932,2029,1,0,1
+934,5519,1,1,0
+946,130753,1,1,0
+948,2029,1,1,0
+951,130472,1,1,0
+978,2347,1,1,0
+981,999,1,0,1
+988,2943,1,1,0
+993,130753,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json
new file mode 100644
index 0000000..0eff080
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28859,
+  "requested": 113,
+  "accepted_requests": 85,
+  "rejected_requests": 28,
+  "arriving_edges": 13927728,
+  "accepted_arriving_edges": 12805063,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "3ab0494df86f153b0db621031f004f955aced829ebc8b8af6b9a50db97aae355",
+    "final_apl_state_float32": [
+      150.29698181152344,
+      164.21768188476562
+    ],
+    "final_apl_state_u32_bits": [
+      1125534727,
+      1126447034
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46227717099827714,
+  "diagnostic_simulation_seconds": 5.3817605010008265,
+  "wall_seconds": 6.411755745997652,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33",
+    "requests.npz": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..203c35a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "9ddd8cef6a315ad28529e6c3868311882a1b00c59e57e290d0b28559f3d09a09",
+  "final_apl_state_float32": [
+    151.35140991210938,
+    168.6293182373047
+  ],
+  "final_apl_state_u32_bits": [
+    1125603830,
+    1126736155
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..3691edf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv
@@ -0,0 +1,112 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,2029,1,1,0
+30,999,1,1,0
+30,4311,1,1,0
+33,999,1,0,1
+33,1011,1,1,0
+37,1011,1,0,1
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+115,1011,1,1,0
+123,159,1,1,0
+144,331,1,0,1
+145,130472,1,1,0
+151,2347,1,0,1
+158,999,1,0,1
+194,130753,1,0,1
+208,2347,1,1,0
+212,2029,1,1,0
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,0,1
+221,130497,1,0,1
+228,5519,1,1,0
+244,130497,1,1,0
+244,130753,1,1,0
+248,130753,1,0,1
+254,3202,1,1,0
+262,7781,1,1,0
+271,8001,1,1,0
+292,5519,1,1,0
+307,1927,1,0,1
+307,130472,1,1,0
+319,4311,1,0,1
+334,1011,1,1,0
+341,2347,1,0,1
+343,331,1,0,1
+353,7679,1,1,0
+362,9975,1,1,0
+363,2601,1,1,0
+372,2601,1,0,1
+390,2010,1,1,0
+391,6842,1,1,0
+396,7781,1,1,0
+412,130753,1,1,0
+431,2347,1,0,1
+432,130753,1,0,1
+435,2029,1,1,0
+437,130753,1,1,0
+443,2927,1,1,0
+444,2029,1,0,1
+454,1927,1,0,1
+469,999,1,1,0
+472,2493,1,1,0
+490,189,1,0,1
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,0,1
+523,6842,1,0,1
+528,4311,1,1,0
+529,5519,1,0,1
+529,130497,1,1,0
+546,131226,1,0,1
+559,5519,1,1,0
+562,2231,1,1,0
+562,5519,1,0,1
+568,1011,1,1,0
+578,4505,1,1,0
+581,1927,1,1,0
+585,1011,1,0,1
+595,1927,1,0,1
+601,3202,1,1,0
+601,4505,1,1,0
+608,7781,1,1,0
+612,2601,1,0,1
+618,2010,1,0,1
+634,130753,1,0,1
+664,4311,1,0,1
+666,2601,1,0,1
+672,2231,1,1,0
+673,130472,1,0,1
+685,1011,1,1,0
+691,999,1,1,0
+692,2029,1,1,0
+714,130472,1,1,0
+727,1514,1,1,0
+750,2029,1,1,0
+756,2010,1,1,0
+759,14839,1,1,0
+782,3202,1,1,0
+783,2231,1,1,0
+821,131226,1,0,1
+822,130753,1,1,0
+832,2010,1,0,1
+839,522,1,1,0
+855,3252,1,1,0
+863,6842,1,1,0
+873,130472,1,0,1
+878,2493,1,1,0
+894,2601,1,0,1
+927,2010,1,0,1
+932,1514,1,0,1
+960,2601,1,0,1
+977,2029,1,1,0
+983,1927,1,0,1
+986,130753,1,1,0
+992,3252,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json
new file mode 100644
index 0000000..c06ef74
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29080,
+  "requested": 111,
+  "accepted_requests": 69,
+  "rejected_requests": 42,
+  "arriving_edges": 13952310,
+  "accepted_arriving_edges": 12807797,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "9ddd8cef6a315ad28529e6c3868311882a1b00c59e57e290d0b28559f3d09a09",
+    "final_apl_state_float32": [
+      151.35140991210938,
+      168.6293182373047
+    ],
+    "final_apl_state_u32_bits": [
+      1125603830,
+      1126736155
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46392097100033425,
+  "diagnostic_simulation_seconds": 5.415625360001286,
+  "wall_seconds": 6.430127466999693,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef",
+    "requests.npz": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fb1822a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "311cf9c06417d1c88b7878c4fd48b4602cfe39cb29fdcfde5b020b0ecf658f84",
+  "final_apl_state_float32": [
+    146.4577178955078,
+    167.71694946289062
+  ],
+  "final_apl_state_u32_bits": [
+    1125283117,
+    1126676362
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..74beb4c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv
@@ -0,0 +1,99 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,130472,1,1,0
+12,999,1,1,0
+77,3252,1,1,0
+95,1890,1,1,0
+100,2010,1,1,0
+109,130753,1,1,0
+116,6842,1,1,0
+120,3202,1,1,0
+124,331,1,1,0
+139,3202,1,0,1
+145,9370,1,1,0
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,1,0
+210,999,1,1,0
+239,1890,1,1,0
+242,1011,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+252,2029,1,1,0
+272,999,1,1,0
+280,5519,1,0,1
+281,5519,1,0,1
+282,2029,1,1,0
+285,6842,1,1,0
+304,1514,1,1,0
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+315,1890,1,1,0
+317,3202,1,1,0
+341,1927,1,1,0
+367,2347,1,0,1
+369,2029,1,0,1
+376,130753,1,1,0
+379,189,1,0,1
+385,2927,1,1,0
+398,1191,1,1,0
+415,999,1,0,1
+419,2231,1,1,0
+425,999,1,1,0
+425,1927,1,1,0
+436,3202,1,1,0
+447,1927,1,1,0
+456,1514,1,1,0
+458,130753,1,0,1
+480,2029,1,0,1
+501,130472,1,0,1
+506,2010,1,0,1
+524,6842,1,0,1
+535,2601,1,0,1
+538,130497,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+566,4311,1,1,0
+568,2601,1,1,0
+572,999,1,0,1
+576,1514,1,1,0
+578,1011,1,1,0
+608,1011,1,1,0
+608,4311,1,1,0
+617,2231,1,1,0
+635,2029,1,1,0
+644,1011,1,1,0
+666,1011,1,1,0
+698,130753,1,1,0
+698,131226,1,1,0
+721,3252,1,1,0
+725,1011,1,1,0
+751,131226,1,1,0
+757,2994,1,0,1
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,1,0
+788,3202,1,1,0
+790,5519,1,1,0
+795,2231,1,1,0
+801,4173,1,1,0
+804,130753,1,1,0
+807,4505,1,1,0
+834,2970,1,1,0
+852,5519,1,1,0
+853,2029,1,0,1
+857,10769,1,1,0
+864,130753,1,1,0
+871,130753,1,0,1
+878,331,1,0,1
+881,2029,1,1,0
+883,1011,1,0,1
+899,3202,1,1,0
+935,2347,1,1,0
+943,5519,1,0,1
+944,3161,1,1,0
+996,130472,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json
new file mode 100644
index 0000000..f055073
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-04-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27859,
+  "requested": 98,
+  "accepted_requests": 76,
+  "rejected_requests": 22,
+  "arriving_edges": 13695677,
+  "accepted_arriving_edges": 12634757,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "311cf9c06417d1c88b7878c4fd48b4602cfe39cb29fdcfde5b020b0ecf658f84",
+    "final_apl_state_float32": [
+      146.4577178955078,
+      167.71694946289062
+    ],
+    "final_apl_state_u32_bits": [
+      1125283117,
+      1126676362
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46241872099926695,
+  "diagnostic_simulation_seconds": 5.372211222998885,
+  "wall_seconds": 6.376567659997818,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c",
+    "requests.npz": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..224a8d8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0ed2301a5afde5595e539632edacfa3905610506511403af26a5cc9aee4962a0",
+  "final_apl_state_float32": [
+    155.06494140625,
+    167.87075805664062
+  ],
+  "final_apl_state_u32_bits": [
+    1125847200,
+    1126686442
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..2bb09dc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+43,159,1,0,1
+69,9370,1,1,0
+71,189,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+99,189,1,1,0
+111,159,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,1,0
+133,130472,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,189,1,0,1
+191,189,1,0,1
+215,14839,1,1,0
+238,5519,1,1,0
+302,360,1,1,0
+337,2586,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+385,360,1,0,1
+399,4311,1,0,1
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+440,189,1,1,0
+475,360,1,1,0
+476,159,1,0,1
+489,1514,1,0,1
+497,130753,1,1,0
+507,12644,1,1,0
+515,159,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+529,360,1,1,0
+530,159,1,1,0
+538,7781,1,1,0
+545,189,1,0,1
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+557,3202,1,1,0
+560,159,1,1,0
+579,131226,1,1,0
+595,159,1,1,0
+596,1514,1,1,0
+596,9975,1,0,1
+604,2029,1,1,0
+605,2347,1,0,1
+610,10769,1,1,0
+613,131226,1,1,0
+616,522,1,1,0
+617,522,1,0,1
+645,189,1,0,1
+646,159,1,0,1
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+716,1514,1,0,1
+725,159,1,0,1
+727,522,1,0,1
+727,6842,1,0,1
+731,159,1,1,0
+745,2010,1,1,0
+764,1890,1,0,1
+767,159,1,1,0
+794,2029,1,0,1
+804,189,1,1,0
+816,4505,1,1,0
+823,14839,1,0,1
+827,131226,1,1,0
+830,189,1,1,0
+834,522,1,0,1
+859,9370,1,1,0
+863,522,1,1,0
+876,6842,1,1,0
+892,189,1,1,0
+898,522,1,1,0
+906,331,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,0,1
+943,1890,1,0,1
+960,4311,1,1,0
+971,1890,1,1,0
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json
new file mode 100644
index 0000000..7a9bd18
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30490,
+  "requested": 95,
+  "accepted_requests": 65,
+  "rejected_requests": 30,
+  "arriving_edges": 14714377,
+  "accepted_arriving_edges": 13539716,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0ed2301a5afde5595e539632edacfa3905610506511403af26a5cc9aee4962a0",
+    "final_apl_state_float32": [
+      155.06494140625,
+      167.87075805664062
+    ],
+    "final_apl_state_u32_bits": [
+      1125847200,
+      1126686442
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4684274989995174,
+  "diagnostic_simulation_seconds": 5.526067803999467,
+  "wall_seconds": 6.551364809001825,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+    "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..224a8d8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0ed2301a5afde5595e539632edacfa3905610506511403af26a5cc9aee4962a0",
+  "final_apl_state_float32": [
+    155.06494140625,
+    167.87075805664062
+  ],
+  "final_apl_state_u32_bits": [
+    1125847200,
+    1126686442
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..2bb09dc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv
@@ -0,0 +1,96 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+43,159,1,0,1
+69,9370,1,1,0
+71,189,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+99,189,1,1,0
+111,159,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,1,0
+133,130472,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+161,189,1,0,1
+191,189,1,0,1
+215,14839,1,1,0
+238,5519,1,1,0
+302,360,1,1,0
+337,2586,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+385,360,1,0,1
+399,4311,1,0,1
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+440,189,1,1,0
+475,360,1,1,0
+476,159,1,0,1
+489,1514,1,0,1
+497,130753,1,1,0
+507,12644,1,1,0
+515,159,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+529,360,1,1,0
+530,159,1,1,0
+538,7781,1,1,0
+545,189,1,0,1
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+557,3202,1,1,0
+560,159,1,1,0
+579,131226,1,1,0
+595,159,1,1,0
+596,1514,1,1,0
+596,9975,1,0,1
+604,2029,1,1,0
+605,2347,1,0,1
+610,10769,1,1,0
+613,131226,1,1,0
+616,522,1,1,0
+617,522,1,0,1
+645,189,1,0,1
+646,159,1,0,1
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+716,1514,1,0,1
+725,159,1,0,1
+727,522,1,0,1
+727,6842,1,0,1
+731,159,1,1,0
+745,2010,1,1,0
+764,1890,1,0,1
+767,159,1,1,0
+794,2029,1,0,1
+804,189,1,1,0
+816,4505,1,1,0
+823,14839,1,0,1
+827,131226,1,1,0
+830,189,1,1,0
+834,522,1,0,1
+859,9370,1,1,0
+863,522,1,1,0
+876,6842,1,1,0
+892,189,1,1,0
+898,522,1,1,0
+906,331,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,0,1
+943,1890,1,0,1
+960,4311,1,1,0
+971,1890,1,1,0
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json
new file mode 100644
index 0000000..0440a36
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30490,
+  "requested": 95,
+  "accepted_requests": 65,
+  "rejected_requests": 30,
+  "arriving_edges": 14714377,
+  "accepted_arriving_edges": 13539716,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0ed2301a5afde5595e539632edacfa3905610506511403af26a5cc9aee4962a0",
+    "final_apl_state_float32": [
+      155.06494140625,
+      167.87075805664062
+    ],
+    "final_apl_state_u32_bits": [
+      1125847200,
+      1126686442
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46502395200150204,
+  "diagnostic_simulation_seconds": 5.487102353999944,
+  "wall_seconds": 6.5068484990006255,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+    "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..5daa7ea
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "7bb39e68c11274f2888246814d825d8031f1fdab4d348899a9573070171acf4b",
+  "final_apl_state_float32": [
+    159.49917602539062,
+    167.30337524414062
+  ],
+  "final_apl_state_u32_bits": [
+    1126137802,
+    1126649258
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..64d2d67
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv
@@ -0,0 +1,102 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,5519,1,1,0
+18,130472,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+33,1890,1,1,0
+48,2347,1,1,0
+53,159,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,4505,1,1,0
+93,5519,1,1,0
+100,189,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+113,360,1,1,0
+134,159,1,0,1
+136,2347,1,1,0
+137,21802,1,1,0
+141,189,1,1,0
+158,159,1,1,0
+182,999,1,1,0
+203,522,1,1,0
+216,2231,1,0,1
+216,2970,1,0,1
+223,130753,1,1,0
+235,130472,1,0,1
+255,522,1,1,0
+256,2231,1,1,0
+259,2927,1,1,0
+287,2231,1,1,0
+293,2601,1,1,0
+305,2347,1,0,1
+309,2010,1,1,0
+335,189,1,1,0
+336,999,1,1,0
+360,159,1,0,1
+364,360,1,1,0
+398,2231,1,1,0
+408,189,1,1,0
+419,4311,1,1,0
+427,3202,1,1,0
+450,189,1,0,1
+483,360,1,0,1
+495,3252,1,1,0
+498,159,1,1,0
+500,130472,1,1,0
+521,131226,1,0,1
+526,360,1,1,0
+532,189,1,1,0
+537,159,1,1,0
+547,159,1,0,1
+562,4311,1,0,1
+579,2347,1,1,0
+591,2010,1,0,1
+597,189,1,1,0
+606,2347,1,1,0
+606,4505,1,0,1
+609,12644,1,0,1
+619,2601,1,1,0
+629,2231,1,1,0
+633,3345,1,1,0
+636,3202,1,0,1
+639,3202,1,0,1
+666,14839,1,1,0
+674,360,1,1,0
+689,2010,1,0,1
+691,999,1,0,1
+696,131226,1,1,0
+700,159,1,0,1
+704,2010,1,1,0
+708,2010,1,0,1
+716,522,1,1,0
+725,522,1,0,1
+730,1011,1,1,0
+732,522,1,0,1
+750,2231,1,1,0
+753,3252,1,0,1
+757,2029,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,1,0
+829,1514,1,1,0
+831,1514,1,0,1
+833,360,1,1,0
+839,4311,1,1,0
+841,2029,1,1,0
+848,159,1,0,1
+852,159,1,0,1
+877,7781,1,0,1
+891,522,1,1,0
+904,5519,1,1,0
+913,12644,1,0,1
+934,360,1,0,1
+936,2029,1,1,0
+944,3202,1,1,0
+947,159,1,1,0
+972,1890,1,0,1
+974,2010,1,0,1
+986,2347,1,1,0
+996,9188,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json
new file mode 100644
index 0000000..f7f494a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31174,
+  "requested": 101,
+  "accepted_requests": 70,
+  "rejected_requests": 31,
+  "arriving_edges": 14951510,
+  "accepted_arriving_edges": 13776375,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "7bb39e68c11274f2888246814d825d8031f1fdab4d348899a9573070171acf4b",
+    "final_apl_state_float32": [
+      159.49917602539062,
+      167.30337524414062
+    ],
+    "final_apl_state_u32_bits": [
+      1126137802,
+      1126649258
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46756531999926665,
+  "diagnostic_simulation_seconds": 5.470637516002171,
+  "wall_seconds": 6.492538008998963,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3",
+    "requests.npz": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..9740d8b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ddeefec99f04596f5cb8ad6b73f5dd0d38779c6b195bd54532aa295088567312",
+  "final_apl_state_float32": [
+    149.69583129882812,
+    170.53697204589844
+  ],
+  "final_apl_state_u32_bits": [
+    1125495330,
+    1126861175
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..751b068
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv
@@ -0,0 +1,109 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9975,1,1,0
+25,159,1,1,0
+36,159,1,0,1
+57,159,1,1,0
+64,1514,1,1,0
+77,4505,1,1,0
+79,2231,1,1,0
+81,1890,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+106,2231,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+151,9188,1,1,0
+190,5519,1,1,0
+190,21802,1,1,0
+190,130472,1,1,0
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+233,159,1,1,0
+243,360,1,1,0
+253,189,1,1,0
+257,130753,1,1,0
+258,130497,1,1,0
+259,4311,1,1,0
+259,14839,1,1,0
+267,12644,1,1,0
+277,159,1,1,0
+283,2010,1,1,0
+290,1890,1,1,0
+294,159,1,0,1
+302,130753,1,1,0
+307,1927,1,0,1
+308,2231,1,0,1
+316,3202,1,1,0
+322,130472,1,1,0
+335,360,1,1,0
+348,1514,1,0,1
+351,131226,1,1,0
+375,2029,1,1,0
+377,14839,1,1,0
+382,2347,1,1,0
+413,999,1,0,1
+418,9370,1,1,0
+430,1890,1,1,0
+433,6842,1,0,1
+433,130753,1,0,1
+441,6842,1,1,0
+443,522,1,1,0
+463,2231,1,1,0
+475,7679,1,1,0
+482,1514,1,1,0
+512,130753,1,1,0
+517,7781,1,0,1
+520,9188,1,1,0
+538,159,1,1,0
+556,3252,1,0,1
+560,6842,1,1,0
+560,8001,1,1,0
+561,522,1,1,0
+564,2347,1,1,0
+566,159,1,1,0
+577,2231,1,1,0
+593,5519,1,1,0
+611,4505,1,1,0
+623,1890,1,1,0
+628,9975,1,1,0
+632,2029,1,0,1
+645,130497,1,1,0
+652,8001,1,1,0
+654,130472,1,1,0
+661,189,1,1,0
+669,189,1,0,1
+671,1890,1,1,0
+671,21802,1,1,0
+692,2010,1,1,0
+711,5519,1,1,0
+717,2601,1,1,0
+723,131226,1,0,1
+725,159,1,1,0
+765,1890,1,0,1
+768,4173,1,1,0
+796,522,1,0,1
+806,522,1,1,0
+806,6842,1,1,0
+809,1514,1,0,1
+809,8001,1,0,1
+813,4311,1,0,1
+825,360,1,1,0
+858,131226,1,1,0
+862,6842,1,1,0
+864,189,1,1,0
+865,999,1,1,0
+866,7781,1,1,0
+882,159,1,1,0
+885,7781,1,0,1
+890,12644,1,1,0
+906,3345,1,1,0
+907,159,1,1,0
+917,130472,1,1,0
+919,9975,1,1,0
+923,3202,1,0,1
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,0,1
+951,130472,1,1,0
+978,2347,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json
new file mode 100644
index 0000000..8762a09
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30093,
+  "requested": 108,
+  "accepted_requests": 87,
+  "rejected_requests": 21,
+  "arriving_edges": 14596380,
+  "accepted_arriving_edges": 13412635,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ddeefec99f04596f5cb8ad6b73f5dd0d38779c6b195bd54532aa295088567312",
+    "final_apl_state_float32": [
+      149.69583129882812,
+      170.53697204589844
+    ],
+    "final_apl_state_u32_bits": [
+      1125495330,
+      1126861175
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46380448500349303,
+  "diagnostic_simulation_seconds": 5.455922104996716,
+  "wall_seconds": 6.470267215001513,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a",
+    "requests.npz": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..b016b87
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "51e8695165a066047a5b96560437f702c49d3bed5ce3870af6c6d868eab529db",
+  "final_apl_state_float32": [
+    152.31134033203125,
+    169.912109375
+  ],
+  "final_apl_state_u32_bits": [
+    1125666740,
+    1126820224
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..7af7b71
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,2029,1,1,0
+30,4311,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+66,360,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+72,522,1,1,0
+91,2231,1,1,0
+95,159,1,1,0
+95,2927,1,1,0
+106,159,1,0,1
+122,21802,1,1,0
+123,159,1,1,0
+127,360,1,1,0
+144,331,1,0,1
+145,130472,1,1,0
+151,2347,1,1,0
+194,360,1,1,0
+194,130753,1,1,0
+208,2347,1,1,0
+214,1011,1,1,0
+219,331,1,0,1
+228,159,1,1,0
+248,21802,1,1,0
+248,130753,1,1,0
+254,3202,1,0,1
+262,7781,1,0,1
+268,189,1,0,1
+271,8001,1,0,1
+286,159,1,1,0
+307,130472,1,0,1
+313,9975,1,1,0
+319,4311,1,0,1
+331,360,1,0,1
+334,1011,1,1,0
+341,2347,1,1,0
+353,7679,1,1,0
+362,9975,1,1,0
+372,2601,1,0,1
+381,360,1,0,1
+390,2010,1,1,0
+391,6842,1,0,1
+396,7781,1,1,0
+399,159,1,1,0
+410,360,1,1,0
+411,189,1,0,1
+412,130753,1,1,0
+422,130472,1,1,0
+425,522,1,1,0
+431,2347,1,0,1
+432,130753,1,0,1
+443,2927,1,1,0
+467,522,1,1,0
+469,999,1,1,0
+490,189,1,0,1
+498,8504,1,1,0
+510,21802,1,1,0
+523,6842,1,1,0
+529,5519,1,1,0
+529,130497,1,0,1
+534,3252,1,0,1
+546,131226,1,0,1
+559,5519,1,1,0
+562,5519,1,0,1
+572,360,1,1,0
+578,4505,1,1,0
+595,159,1,1,0
+606,1514,1,0,1
+612,2601,1,1,0
+618,2010,1,1,0
+627,360,1,1,0
+630,189,1,0,1
+634,130753,1,0,1
+636,14839,1,1,0
+649,522,1,1,0
+651,9188,1,1,0
+664,4311,1,1,0
+666,2601,1,1,0
+673,130472,1,1,0
+714,130472,1,1,0
+725,9370,1,1,0
+727,1514,1,0,1
+739,189,1,0,1
+756,2010,1,1,0
+759,14839,1,1,0
+783,2231,1,1,0
+808,522,1,1,0
+821,131226,1,1,0
+832,2010,1,1,0
+839,522,1,1,0
+855,3252,1,1,0
+859,159,1,0,1
+863,6842,1,1,0
+873,130472,1,1,0
+878,2493,1,1,0
+918,522,1,0,1
+927,2010,1,1,0
+932,1514,1,1,0
+935,189,1,1,0
+960,2601,1,1,0
+964,360,1,1,0
+977,2029,1,0,1
+984,2347,1,0,1
+992,3252,1,0,1
+993,130472,1,1,0
+999,189,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json
new file mode 100644
index 0000000..f034884
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29411,
+  "requested": 109,
+  "accepted_requests": 77,
+  "rejected_requests": 32,
+  "arriving_edges": 14326433,
+  "accepted_arriving_edges": 13178644,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "51e8695165a066047a5b96560437f702c49d3bed5ce3870af6c6d868eab529db",
+    "final_apl_state_float32": [
+      152.31134033203125,
+      169.912109375
+    ],
+    "final_apl_state_u32_bits": [
+      1125666740,
+      1126820224
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46735142399847973,
+  "diagnostic_simulation_seconds": 5.441341613000986,
+  "wall_seconds": 6.4546820069990645,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0",
+    "requests.npz": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c194888
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "65139b52d2cb936db45646c5e369b811b316a22a7292ae13827aef7fea0d5eeb",
+  "final_apl_state_float32": [
+    153.5912628173828,
+    170.30340576171875
+  ],
+  "final_apl_state_u32_bits": [
+    1125750621,
+    1126845868
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..8313006
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv
@@ -0,0 +1,97 @@
+tick,neuron_idx,attempted,accepted,rejected
+2,189,1,1,0
+7,130472,1,1,0
+23,189,1,0,1
+72,159,1,1,0
+77,3252,1,1,0
+95,1890,1,1,0
+100,2010,1,1,0
+116,6842,1,1,0
+120,3202,1,0,1
+139,3202,1,1,0
+145,9370,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+192,1514,1,0,1
+210,999,1,1,0
+239,1890,1,0,1
+245,3252,1,1,0
+245,130497,1,0,1
+246,3345,1,1,0
+250,159,1,0,1
+261,8001,1,1,0
+275,159,1,1,0
+280,5519,1,0,1
+281,5519,1,0,1
+285,6842,1,1,0
+293,360,1,1,0
+302,159,1,1,0
+304,1514,1,0,1
+307,4026,1,0,1
+309,159,1,0,1
+312,3252,1,1,0
+313,5519,1,1,0
+315,1890,1,1,0
+317,3202,1,1,0
+324,522,1,1,0
+333,522,1,0,1
+341,1927,1,1,0
+367,159,1,0,1
+367,2347,1,1,0
+379,189,1,0,1
+385,2927,1,1,0
+419,2231,1,1,0
+436,3202,1,1,0
+456,1514,1,1,0
+480,2029,1,1,0
+483,12644,1,1,0
+492,522,1,0,1
+501,130472,1,1,0
+506,2010,1,1,0
+524,6842,1,0,1
+535,2601,1,0,1
+545,130472,1,1,0
+548,9975,1,0,1
+562,10769,1,1,0
+566,4311,1,1,0
+567,8504,1,1,0
+569,159,1,1,0
+572,999,1,1,0
+576,1514,1,0,1
+593,131226,1,1,0
+623,159,1,0,1
+666,1011,1,1,0
+688,159,1,1,0
+698,131226,1,1,0
+721,3252,1,1,0
+728,189,1,0,1
+735,159,1,1,0
+751,131226,1,1,0
+757,2994,1,1,0
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,1,0
+795,2231,1,0,1
+801,4173,1,0,1
+807,4505,1,1,0
+808,159,1,0,1
+817,189,1,0,1
+834,2970,1,0,1
+848,189,1,0,1
+852,5519,1,0,1
+853,3252,1,1,0
+857,10769,1,0,1
+871,130753,1,1,0
+878,331,1,0,1
+881,2029,1,0,1
+899,3202,1,0,1
+935,2347,1,1,0
+936,189,1,1,0
+942,8504,1,1,0
+943,5519,1,0,1
+944,3161,1,1,0
+952,360,1,1,0
+969,159,1,1,0
+996,130472,1,0,1
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json
new file mode 100644
index 0000000..7d8696c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-matched_energy-05-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30288,
+  "requested": 96,
+  "accepted_requests": 61,
+  "rejected_requests": 35,
+  "arriving_edges": 14521595,
+  "accepted_arriving_edges": 13344159,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "65139b52d2cb936db45646c5e369b811b316a22a7292ae13827aef7fea0d5eeb",
+    "final_apl_state_float32": [
+      153.5912628173828,
+      170.30340576171875
+    ],
+    "final_apl_state_u32_bits": [
+      1125750621,
+      1126845868
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46517790800135117,
+  "diagnostic_simulation_seconds": 5.448253360998933,
+  "wall_seconds": 6.458949733001646,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2",
+    "requests.npz": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..4c42308
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c1ebb91163861d3b2d35e180f72f76695703839b46228796f817b2acb56e8bb5",
+  "final_apl_state_float32": [
+    151.74046325683594,
+    169.58856201171875
+  ],
+  "final_apl_state_u32_bits": [
+    1125629327,
+    1126799020
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..7ce4be0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv
@@ -0,0 +1,111 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+74,1927,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+361,1514,1,1,0
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,0,1
+404,8504,1,1,0
+405,131226,1,0,1
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,1,0
+461,10769,1,0,1
+475,360,1,0,1
+489,1514,1,0,1
+497,130753,1,0,1
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,0,1
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,1,0
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,1,0
+745,2010,1,1,0
+746,360,1,1,0
+754,3252,1,1,0
+763,130497,1,0,1
+764,1890,1,1,0
+772,3161,1,1,0
+782,9975,1,1,0
+794,2029,1,0,1
+815,130753,1,0,1
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,0,1
+921,5519,1,0,1
+931,522,1,1,0
+940,360,1,0,1
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,0,1
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json
new file mode 100644
index 0000000..1ff4544
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30876,
+  "requested": 110,
+  "accepted_requests": 79,
+  "rejected_requests": 31,
+  "arriving_edges": 14890820,
+  "accepted_arriving_edges": 13677623,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c1ebb91163861d3b2d35e180f72f76695703839b46228796f817b2acb56e8bb5",
+    "final_apl_state_float32": [
+      151.74046325683594,
+      169.58856201171875
+    ],
+    "final_apl_state_u32_bits": [
+      1125629327,
+      1126799020
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.472656547997758,
+  "diagnostic_simulation_seconds": 5.466401872999995,
+  "wall_seconds": 6.4836261559976265,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+    "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..4c42308
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "c1ebb91163861d3b2d35e180f72f76695703839b46228796f817b2acb56e8bb5",
+  "final_apl_state_float32": [
+    151.74046325683594,
+    169.58856201171875
+  ],
+  "final_apl_state_u32_bits": [
+    1125629327,
+    1126799020
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..7ce4be0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv
@@ -0,0 +1,111 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+74,1927,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+361,1514,1,1,0
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,0,1
+404,8504,1,1,0
+405,131226,1,0,1
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,1,0
+461,10769,1,0,1
+475,360,1,0,1
+489,1514,1,0,1
+497,130753,1,0,1
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,0,1
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,1,0
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,1,0
+745,2010,1,1,0
+746,360,1,1,0
+754,3252,1,1,0
+763,130497,1,0,1
+764,1890,1,1,0
+772,3161,1,1,0
+782,9975,1,1,0
+794,2029,1,0,1
+815,130753,1,0,1
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,0,1
+921,5519,1,0,1
+931,522,1,1,0
+940,360,1,0,1
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,0,1
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json
new file mode 100644
index 0000000..fd207b3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30876,
+  "requested": 110,
+  "accepted_requests": 79,
+  "rejected_requests": 31,
+  "arriving_edges": 14890820,
+  "accepted_arriving_edges": 13677623,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "c1ebb91163861d3b2d35e180f72f76695703839b46228796f817b2acb56e8bb5",
+    "final_apl_state_float32": [
+      151.74046325683594,
+      169.58856201171875
+    ],
+    "final_apl_state_u32_bits": [
+      1125629327,
+      1126799020
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4719111359991075,
+  "diagnostic_simulation_seconds": 5.4536090469991905,
+  "wall_seconds": 6.476674322999315,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+    "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..4c7e6b9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2516adff4a533cff91947f4cc13710e00dbccb7ed302a0afa25d6bf847bbc4ee",
+  "final_apl_state_float32": [
+    152.98184204101562,
+    173.42926025390625
+  ],
+  "final_apl_state_u32_bits": [
+    1125710682,
+    1127050724
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..c4bba5f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+31,2970,1,1,0
+33,1890,1,1,0
+53,159,1,1,0
+53,9975,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,4505,1,1,0
+70,2927,1,1,0
+93,5519,1,1,0
+94,10769,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+113,360,1,1,0
+137,21802,1,1,0
+176,2994,1,1,0
+182,999,1,1,0
+202,130753,1,0,1
+203,522,1,0,1
+216,2231,1,1,0
+216,2970,1,0,1
+219,999,1,1,0
+223,130753,1,1,0
+235,130472,1,0,1
+255,522,1,1,0
+256,2231,1,1,0
+259,2927,1,1,0
+286,999,1,0,1
+287,2231,1,1,0
+287,130753,1,0,1
+293,2601,1,1,0
+305,2347,1,0,1
+309,2010,1,1,0
+336,999,1,1,0
+344,2970,1,1,0
+364,360,1,1,0
+380,2927,1,1,0
+398,2231,1,1,0
+419,4311,1,0,1
+427,3202,1,0,1
+463,2943,1,1,0
+483,360,1,0,1
+492,130753,1,1,0
+495,3252,1,1,0
+500,130472,1,0,1
+511,9188,1,1,0
+521,131226,1,1,0
+526,360,1,1,0
+547,1011,1,1,0
+562,4311,1,1,0
+591,2010,1,0,1
+593,14839,1,0,1
+606,2347,1,1,0
+606,4505,1,0,1
+609,12644,1,0,1
+619,2601,1,1,0
+629,2231,1,1,0
+633,3345,1,0,1
+636,3202,1,1,0
+639,3202,1,0,1
+657,3161,1,1,0
+666,14839,1,1,0
+674,360,1,1,0
+689,2010,1,1,0
+691,999,1,1,0
+704,2010,1,0,1
+708,2010,1,0,1
+716,522,1,1,0
+725,522,1,0,1
+730,1011,1,1,0
+732,522,1,0,1
+734,3161,1,1,0
+750,2231,1,1,0
+753,3252,1,0,1
+757,2029,1,1,0
+762,2586,1,0,1
+774,3252,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,0,1
+821,1514,1,1,0
+824,1011,1,1,0
+826,130753,1,1,0
+829,1514,1,0,1
+831,1514,1,0,1
+833,360,1,1,0
+839,4311,1,0,1
+841,2029,1,1,0
+859,2010,1,0,1
+864,360,1,1,0
+868,2943,1,1,0
+872,999,1,1,0
+877,7781,1,1,0
+882,2010,1,1,0
+891,522,1,1,0
+904,5519,1,1,0
+913,12644,1,1,0
+915,2927,1,1,0
+934,360,1,0,1
+936,2029,1,0,1
+944,3202,1,1,0
+972,1890,1,0,1
+972,10769,1,1,0
+974,2010,1,1,0
+986,2347,1,1,0
+996,9188,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json
new file mode 100644
index 0000000..d992129
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30280,
+  "requested": 109,
+  "accepted_requests": 78,
+  "rejected_requests": 31,
+  "arriving_edges": 14749199,
+  "accepted_arriving_edges": 13592364,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2516adff4a533cff91947f4cc13710e00dbccb7ed302a0afa25d6bf847bbc4ee",
+    "final_apl_state_float32": [
+      152.98184204101562,
+      173.42926025390625
+    ],
+    "final_apl_state_u32_bits": [
+      1125710682,
+      1127050724
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4715009089995874,
+  "diagnostic_simulation_seconds": 5.433752976998221,
+  "wall_seconds": 6.456210170999839,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724",
+    "requests.npz": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..8429e11
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "365e063ba5ab3806c3dbc9c083c4a8ada5d0d252e031206127ca44c77cb21338",
+  "final_apl_state_float32": [
+    152.703857421875,
+    165.63258361816406
+  ],
+  "final_apl_state_u32_bits": [
+    1125692464,
+    1126539761
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..6d0928e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv
@@ -0,0 +1,131 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,9975,1,1,0
+43,1514,1,1,0
+45,130753,1,1,0
+49,9975,1,1,0
+57,159,1,1,0
+64,1514,1,0,1
+77,4505,1,1,0
+79,2231,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+102,4173,1,1,0
+106,2231,1,1,0
+117,1514,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+151,9188,1,1,0
+153,3252,1,1,0
+155,7679,1,1,0
+190,5519,1,1,0
+190,21802,1,1,0
+198,21802,1,0,1
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+242,999,1,1,0
+243,360,1,1,0
+257,130753,1,1,0
+258,130497,1,0,1
+259,14839,1,1,0
+266,2010,1,0,1
+267,12644,1,1,0
+269,1011,1,1,0
+277,159,1,1,0
+283,2010,1,1,0
+295,360,1,1,0
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,1,0
+315,7679,1,0,1
+316,3202,1,1,0
+335,360,1,1,0
+348,1514,1,1,0
+351,131226,1,1,0
+375,2029,1,1,0
+377,14839,1,1,0
+378,8001,1,1,0
+382,2347,1,1,0
+400,14839,1,1,0
+409,1514,1,1,0
+413,999,1,0,1
+418,9370,1,1,0
+433,6842,1,1,0
+433,130753,1,1,0
+441,6842,1,0,1
+443,522,1,0,1
+463,2231,1,0,1
+475,2010,1,1,0
+475,7679,1,1,0
+482,1514,1,0,1
+512,130753,1,0,1
+517,7781,1,1,0
+520,9188,1,1,0
+535,2029,1,0,1
+536,1191,1,1,0
+538,3252,1,0,1
+556,3252,1,1,0
+560,6842,1,0,1
+560,8001,1,1,0
+561,522,1,1,0
+564,2347,1,1,0
+577,2231,1,0,1
+591,2586,1,0,1
+593,5519,1,1,0
+596,21802,1,0,1
+598,2029,1,1,0
+611,4505,1,1,0
+618,3161,1,1,0
+623,1890,1,0,1
+628,9975,1,1,0
+632,2029,1,1,0
+633,522,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+667,1011,1,1,0
+669,189,1,1,0
+671,21802,1,1,0
+692,999,1,1,0
+692,2010,1,1,0
+693,130753,1,0,1
+711,5519,1,1,0
+717,2601,1,0,1
+723,131226,1,0,1
+745,6842,1,1,0
+765,1890,1,1,0
+768,4173,1,1,0
+787,360,1,1,0
+796,522,1,0,1
+806,522,1,1,0
+806,6842,1,0,1
+809,1514,1,1,0
+809,8001,1,0,1
+813,4311,1,1,0
+825,360,1,1,0
+847,522,1,1,0
+853,1927,1,0,1
+858,131226,1,1,0
+862,6842,1,0,1
+863,1011,1,1,0
+865,999,1,1,0
+866,7781,1,0,1
+877,522,1,1,0
+885,7781,1,1,0
+890,12644,1,0,1
+900,6842,1,1,0
+903,2493,1,1,0
+906,3345,1,1,0
+919,9975,1,1,0
+923,3202,1,1,0
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,0,1
+946,130753,1,0,1
+957,2010,1,1,0
+967,6842,1,0,1
+975,2010,1,0,1
+978,2347,1,1,0
+981,999,1,1,0
+988,2943,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json
new file mode 100644
index 0000000..d61fe48
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29830,
+  "requested": 130,
+  "accepted_requests": 98,
+  "rejected_requests": 32,
+  "arriving_edges": 14513160,
+  "accepted_arriving_edges": 13375075,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "365e063ba5ab3806c3dbc9c083c4a8ada5d0d252e031206127ca44c77cb21338",
+    "final_apl_state_float32": [
+      152.703857421875,
+      165.63258361816406
+    ],
+    "final_apl_state_u32_bits": [
+      1125692464,
+      1126539761
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46569175200056634,
+  "diagnostic_simulation_seconds": 5.531102421999094,
+  "wall_seconds": 6.543718707001972,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2",
+    "requests.npz": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..95c29da
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "9e003c3540633a54457c9d4de63286ac58574816a2e37094fcf77709bfb0e53a",
+  "final_apl_state_float32": [
+    154.07395935058594,
+    168.83908081054688
+  ],
+  "final_apl_state_u32_bits": [
+    1125782255,
+    1126749902
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..7931070
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv
@@ -0,0 +1,113 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,6842,1,1,0
+15,3345,1,1,0
+21,2029,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+66,360,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+72,522,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+122,21802,1,1,0
+123,159,1,1,0
+127,360,1,1,0
+144,331,1,1,0
+145,130472,1,0,1
+151,2347,1,1,0
+185,2586,1,0,1
+188,9975,1,1,0
+194,360,1,0,1
+194,130753,1,1,0
+208,2347,1,1,0
+212,2029,1,0,1
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,0,1
+244,130497,1,0,1
+248,21802,1,1,0
+248,130753,1,0,1
+254,3202,1,0,1
+262,7781,1,0,1
+271,8001,1,1,0
+307,130472,1,1,0
+313,9975,1,1,0
+319,4311,1,0,1
+331,360,1,0,1
+334,1011,1,1,0
+341,2347,1,0,1
+353,7679,1,1,0
+362,9975,1,1,0
+372,2601,1,0,1
+381,360,1,0,1
+390,2010,1,1,0
+391,6842,1,1,0
+410,360,1,1,0
+412,130753,1,1,0
+417,10769,1,1,0
+425,522,1,1,0
+432,130753,1,0,1
+443,2927,1,1,0
+467,522,1,1,0
+469,999,1,1,0
+472,2493,1,1,0
+490,189,1,0,1
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,0,1
+510,21802,1,1,0
+523,6842,1,0,1
+529,5519,1,0,1
+529,130497,1,1,0
+534,3252,1,0,1
+546,131226,1,1,0
+559,5519,1,1,0
+562,5519,1,0,1
+568,1011,1,0,1
+572,360,1,0,1
+578,4505,1,1,0
+583,3252,1,0,1
+585,1011,1,1,0
+606,1514,1,0,1
+612,2601,1,0,1
+618,2010,1,0,1
+627,360,1,1,0
+634,130753,1,1,0
+636,14839,1,1,0
+649,522,1,1,0
+651,9188,1,1,0
+664,4311,1,1,0
+666,2601,1,0,1
+685,1011,1,1,0
+687,14839,1,1,0
+691,999,1,0,1
+725,9370,1,1,0
+727,1514,1,0,1
+728,2010,1,0,1
+742,8504,1,1,0
+749,2010,1,1,0
+749,9370,1,1,0
+756,2010,1,0,1
+759,14839,1,1,0
+769,10769,1,1,0
+783,2231,1,1,0
+808,522,1,1,0
+821,131226,1,0,1
+822,130753,1,1,0
+832,2010,1,1,0
+839,522,1,1,0
+846,3345,1,1,0
+855,3252,1,1,0
+863,6842,1,1,0
+873,130472,1,1,0
+878,2493,1,1,0
+918,522,1,0,1
+927,2010,1,1,0
+932,1514,1,1,0
+960,2601,1,0,1
+964,360,1,0,1
+977,2029,1,1,0
+992,3252,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json
new file mode 100644
index 0000000..ddb45a1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29892,
+  "requested": 112,
+  "accepted_requests": 74,
+  "rejected_requests": 38,
+  "arriving_edges": 14501076,
+  "accepted_arriving_edges": 13338792,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "9e003c3540633a54457c9d4de63286ac58574816a2e37094fcf77709bfb0e53a",
+    "final_apl_state_float32": [
+      154.07395935058594,
+      168.83908081054688
+    ],
+    "final_apl_state_u32_bits": [
+      1125782255,
+      1126749902
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4670634109970706,
+  "diagnostic_simulation_seconds": 5.435887944000569,
+  "wall_seconds": 6.458028886998363,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5",
+    "requests.npz": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..17161a8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "ffda8b23588b6ff5e7529e9f44eeb02b445a90e813d436c83a2ba27b9baae52a",
+  "final_apl_state_float32": [
+    146.9575653076172,
+    170.9582977294922
+  ],
+  "final_apl_state_u32_bits": [
+    1125315875,
+    1126888787
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..b31976c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv
@@ -0,0 +1,90 @@
+tick,neuron_idx,attempted,accepted,rejected
+0,2943,1,1,0
+7,130472,1,1,0
+37,9370,1,1,0
+77,3252,1,1,0
+95,1890,1,1,0
+100,2010,1,1,0
+109,12644,1,1,0
+116,6842,1,1,0
+120,3202,1,1,0
+139,3202,1,0,1
+145,9370,1,1,0
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,1,0
+210,999,1,1,0
+227,6842,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+261,8001,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+285,6842,1,0,1
+293,360,1,0,1
+304,1514,1,1,0
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+316,3161,1,1,0
+319,1514,1,0,1
+324,522,1,0,1
+333,522,1,0,1
+341,1927,1,1,0
+369,2029,1,1,0
+379,189,1,1,0
+385,2927,1,1,0
+390,2994,1,1,0
+398,1191,1,1,0
+419,2231,1,1,0
+436,3202,1,0,1
+456,1514,1,0,1
+458,1514,1,1,0
+480,2029,1,1,0
+483,12644,1,1,0
+492,522,1,0,1
+501,130472,1,0,1
+506,2010,1,1,0
+524,6842,1,1,0
+535,2601,1,1,0
+548,9975,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+566,4311,1,0,1
+567,8504,1,1,0
+568,2601,1,1,0
+572,999,1,0,1
+576,1514,1,1,0
+655,360,1,0,1
+666,1011,1,1,0
+698,131226,1,0,1
+721,3252,1,1,0
+734,2586,1,1,0
+757,2994,1,1,0
+763,331,1,1,0
+776,2010,1,1,0
+777,4505,1,1,0
+795,2231,1,0,1
+799,522,1,0,1
+801,4173,1,1,0
+834,2970,1,0,1
+853,2029,1,1,0
+853,3252,1,0,1
+857,10769,1,0,1
+864,6842,1,0,1
+871,130753,1,1,0
+878,331,1,0,1
+881,2029,1,1,0
+913,3252,1,0,1
+942,8504,1,0,1
+943,5519,1,1,0
+944,3161,1,1,0
+948,10769,1,1,0
+952,360,1,0,1
+981,4173,1,1,0
+996,130472,1,1,0
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json
new file mode 100644
index 0000000..0e0ae66
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-00-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 26554,
+  "requested": 89,
+  "accepted_requests": 63,
+  "rejected_requests": 26,
+  "arriving_edges": 12912968,
+  "accepted_arriving_edges": 11896757,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "ffda8b23588b6ff5e7529e9f44eeb02b445a90e813d436c83a2ba27b9baae52a",
+    "final_apl_state_float32": [
+      146.9575653076172,
+      170.9582977294922
+    ],
+    "final_apl_state_u32_bits": [
+      1125315875,
+      1126888787
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47170857500168495,
+  "diagnostic_simulation_seconds": 5.316381247997924,
+  "wall_seconds": 6.341661884001951,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61",
+    "requests.npz": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..21e6658
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "41962b3815e55f71e0db7584fb56f8f54c3322f156fcc3c7ab362f09e3e543c7",
+  "final_apl_state_float32": [
+    155.1874542236328,
+    164.43055725097656
+  ],
+  "final_apl_state_u32_bits": [
+    1125855229,
+    1126460985
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..14abf7e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv
@@ -0,0 +1,121 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,360,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+22,189,1,0,1
+23,159,1,1,0
+32,2586,1,0,1
+44,189,1,1,0
+45,189,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+96,130472,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+116,522,1,0,1
+121,159,1,1,0
+128,9188,1,1,0
+130,2010,1,1,0
+144,360,1,1,0
+177,6842,1,0,1
+187,360,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+215,159,1,0,1
+224,2347,1,1,0
+234,159,1,1,0
+294,2535,1,1,0
+301,189,1,1,0
+303,130753,1,1,0
+304,130472,1,0,1
+326,2970,1,1,0
+350,7781,1,1,0
+354,2010,1,0,1
+354,4311,1,1,0
+361,1890,1,1,0
+384,189,1,0,1
+390,1514,1,1,0
+404,189,1,1,0
+418,1514,1,1,0
+419,2347,1,1,0
+427,4505,1,1,0
+442,2535,1,0,1
+445,131226,1,1,0
+449,360,1,0,1
+452,2010,1,0,1
+454,130472,1,1,0
+462,159,1,1,0
+477,999,1,0,1
+479,131226,1,1,0
+480,4026,1,1,0
+484,189,1,1,0
+518,9188,1,1,0
+519,131226,1,1,0
+520,159,1,0,1
+520,6842,1,1,0
+528,3161,1,1,0
+532,4311,1,1,0
+535,522,1,0,1
+562,189,1,1,0
+566,130753,1,0,1
+570,189,1,0,1
+570,2943,1,1,0
+578,1011,1,0,1
+582,3252,1,1,0
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,0,1
+615,159,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,0,1
+674,159,1,0,1
+684,2347,1,1,0
+693,189,1,1,0
+699,159,1,1,0
+712,159,1,0,1
+712,9975,1,1,0
+717,189,1,1,0
+718,999,1,1,0
+718,2029,1,1,0
+725,360,1,1,0
+729,999,1,0,1
+734,131226,1,1,0
+753,2347,1,1,0
+763,159,1,1,0
+766,189,1,0,1
+769,159,1,0,1
+771,2029,1,1,0
+778,1890,1,0,1
+784,1011,1,0,1
+791,1890,1,1,0
+791,4505,1,1,0
+793,131226,1,0,1
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,0,1
+818,522,1,1,0
+821,8001,1,0,1
+835,1890,1,1,0
+837,189,1,0,1
+838,1011,1,1,0
+848,522,1,1,0
+848,10769,1,1,0
+868,360,1,0,1
+869,189,1,1,0
+873,130472,1,1,0
+874,159,1,0,1
+879,2010,1,1,0
+886,159,1,0,1
+911,2586,1,1,0
+911,130472,1,1,0
+923,522,1,0,1
+933,8001,1,1,0
+966,159,1,0,1
+979,12644,1,1,0
+983,1011,1,0,1
+988,1011,1,1,0
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json
new file mode 100644
index 0000000..e5ca716
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30839,
+  "requested": 120,
+  "accepted_requests": 78,
+  "rejected_requests": 42,
+  "arriving_edges": 14788512,
+  "accepted_arriving_edges": 13589964,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "41962b3815e55f71e0db7584fb56f8f54c3322f156fcc3c7ab362f09e3e543c7",
+    "final_apl_state_float32": [
+      155.1874542236328,
+      164.43055725097656
+    ],
+    "final_apl_state_u32_bits": [
+      1125855229,
+      1126460985
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4695682029996533,
+  "diagnostic_simulation_seconds": 5.5255115300024045,
+  "wall_seconds": 6.551437859998259,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+    "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..21e6658
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "41962b3815e55f71e0db7584fb56f8f54c3322f156fcc3c7ab362f09e3e543c7",
+  "final_apl_state_float32": [
+    155.1874542236328,
+    164.43055725097656
+  ],
+  "final_apl_state_u32_bits": [
+    1125855229,
+    1126460985
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..14abf7e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv
@@ -0,0 +1,121 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,360,1,1,0
+13,2586,1,1,0
+15,189,1,1,0
+15,1890,1,1,0
+22,189,1,0,1
+23,159,1,1,0
+32,2586,1,0,1
+44,189,1,1,0
+45,189,1,0,1
+60,2994,1,1,0
+64,130472,1,1,0
+96,130472,1,1,0
+98,4026,1,1,0
+100,9975,1,1,0
+116,522,1,0,1
+121,159,1,1,0
+128,9188,1,1,0
+130,2010,1,1,0
+144,360,1,1,0
+177,6842,1,0,1
+187,360,1,1,0
+207,2970,1,1,0
+213,5519,1,0,1
+215,159,1,0,1
+224,2347,1,1,0
+234,159,1,1,0
+294,2535,1,1,0
+301,189,1,1,0
+303,130753,1,1,0
+304,130472,1,0,1
+326,2970,1,1,0
+350,7781,1,1,0
+354,2010,1,0,1
+354,4311,1,1,0
+361,1890,1,1,0
+384,189,1,0,1
+390,1514,1,1,0
+404,189,1,1,0
+418,1514,1,1,0
+419,2347,1,1,0
+427,4505,1,1,0
+442,2535,1,0,1
+445,131226,1,1,0
+449,360,1,0,1
+452,2010,1,0,1
+454,130472,1,1,0
+462,159,1,1,0
+477,999,1,0,1
+479,131226,1,1,0
+480,4026,1,1,0
+484,189,1,1,0
+518,9188,1,1,0
+519,131226,1,1,0
+520,159,1,0,1
+520,6842,1,1,0
+528,3161,1,1,0
+532,4311,1,1,0
+535,522,1,0,1
+562,189,1,1,0
+566,130753,1,0,1
+570,189,1,0,1
+570,2943,1,1,0
+578,1011,1,0,1
+582,3252,1,1,0
+604,130472,1,0,1
+606,6842,1,1,0
+609,189,1,0,1
+615,159,1,0,1
+649,130753,1,0,1
+650,1011,1,1,0
+663,999,1,1,0
+666,2010,1,0,1
+674,159,1,0,1
+684,2347,1,1,0
+693,189,1,1,0
+699,159,1,1,0
+712,159,1,0,1
+712,9975,1,1,0
+717,189,1,1,0
+718,999,1,1,0
+718,2029,1,1,0
+725,360,1,1,0
+729,999,1,0,1
+734,131226,1,1,0
+753,2347,1,1,0
+763,159,1,1,0
+766,189,1,0,1
+769,159,1,0,1
+771,2029,1,1,0
+778,1890,1,0,1
+784,1011,1,0,1
+791,1890,1,1,0
+791,4505,1,1,0
+793,131226,1,0,1
+803,1011,1,1,0
+804,6842,1,1,0
+813,1514,1,0,1
+818,522,1,1,0
+821,8001,1,0,1
+835,1890,1,1,0
+837,189,1,0,1
+838,1011,1,1,0
+848,522,1,1,0
+848,10769,1,1,0
+868,360,1,0,1
+869,189,1,1,0
+873,130472,1,1,0
+874,159,1,0,1
+879,2010,1,1,0
+886,159,1,0,1
+911,2586,1,1,0
+911,130472,1,1,0
+923,522,1,0,1
+933,8001,1,1,0
+966,159,1,0,1
+979,12644,1,1,0
+983,1011,1,0,1
+988,1011,1,1,0
+990,130753,1,1,0
+997,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json
new file mode 100644
index 0000000..cf9fc33
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30839,
+  "requested": 120,
+  "accepted_requests": 78,
+  "rejected_requests": 42,
+  "arriving_edges": 14788512,
+  "accepted_arriving_edges": 13589964,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "41962b3815e55f71e0db7584fb56f8f54c3322f156fcc3c7ab362f09e3e543c7",
+    "final_apl_state_float32": [
+      155.1874542236328,
+      164.43055725097656
+    ],
+    "final_apl_state_u32_bits": [
+      1125855229,
+      1126460985
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.47164278400305193,
+  "diagnostic_simulation_seconds": 5.548867287998291,
+  "wall_seconds": 6.575925267999992,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+    "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..04e0c2f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "dc760b825c75b66cd5b76a7064e7fa4951b0af1d8622cba207102923fdcdabb7",
+  "final_apl_state_float32": [
+    151.9277801513672,
+    167.11289978027344
+  ],
+  "final_apl_state_u32_bits": [
+    1125641603,
+    1126636775
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..071cca1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv
@@ -0,0 +1,141 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2970,1,1,0
+27,2535,1,1,0
+44,6842,1,1,0
+46,189,1,1,0
+53,21802,1,1,0
+56,2970,1,1,0
+70,522,1,1,0
+76,159,1,1,0
+81,12644,1,1,0
+82,14839,1,1,0
+89,4026,1,1,0
+100,159,1,1,0
+119,2029,1,1,0
+119,3345,1,1,0
+121,999,1,1,0
+123,2029,1,0,1
+138,3252,1,1,0
+154,21802,1,1,0
+159,2010,1,0,1
+177,2347,1,1,0
+178,159,1,0,1
+188,2029,1,0,1
+189,9188,1,1,0
+193,189,1,1,0
+195,8504,1,1,0
+205,1890,1,1,0
+214,2029,1,1,0
+216,159,1,1,0
+220,999,1,1,0
+231,522,1,1,0
+250,159,1,1,0
+250,999,1,1,0
+256,7679,1,1,0
+258,360,1,1,0
+267,2231,1,1,0
+269,131226,1,0,1
+299,189,1,0,1
+318,159,1,1,0
+329,159,1,0,1
+331,189,1,0,1
+332,14839,1,1,0
+347,6842,1,0,1
+356,130753,1,1,0
+361,1890,1,0,1
+365,2535,1,1,0
+372,1191,1,1,0
+385,130753,1,1,0
+391,130472,1,0,1
+396,189,1,0,1
+422,1514,1,1,0
+429,522,1,1,0
+432,3252,1,1,0
+437,9975,1,1,0
+442,360,1,0,1
+445,360,1,0,1
+446,8001,1,1,0
+487,130472,1,1,0
+490,2029,1,1,0
+498,8001,1,1,0
+499,159,1,1,0
+503,360,1,1,0
+505,2347,1,1,0
+513,4311,1,0,1
+516,1890,1,1,0
+522,159,1,1,0
+528,1890,1,0,1
+531,189,1,1,0
+531,2586,1,1,0
+532,130472,1,1,0
+548,2347,1,1,0
+553,8504,1,1,0
+555,5519,1,0,1
+574,5519,1,1,0
+581,1011,1,1,0
+587,360,1,1,0
+588,131226,1,1,0
+603,130753,1,1,0
+611,6842,1,1,0
+618,9975,1,1,0
+626,159,1,0,1
+641,189,1,0,1
+641,21802,1,1,0
+657,1011,1,0,1
+661,9188,1,1,0
+663,4311,1,0,1
+664,159,1,1,0
+667,189,1,1,0
+673,360,1,0,1
+680,2029,1,1,0
+692,159,1,1,0
+696,159,1,0,1
+725,130753,1,1,0
+726,159,1,1,0
+731,3202,1,0,1
+731,9975,1,1,0
+732,14839,1,1,0
+734,999,1,0,1
+740,2029,1,1,0
+749,131226,1,1,0
+755,999,1,1,0
+758,9188,1,1,0
+761,1011,1,1,0
+765,999,1,0,1
+771,159,1,1,0
+783,999,1,1,0
+789,3202,1,1,0
+797,4311,1,0,1
+799,9188,1,1,0
+811,3202,1,1,0
+815,360,1,1,0
+816,360,1,0,1
+817,522,1,1,0
+817,1927,1,1,0
+823,4173,1,1,0
+848,2029,1,1,0
+849,7781,1,1,0
+855,522,1,1,0
+857,522,1,0,1
+861,3252,1,1,0
+864,522,1,0,1
+869,999,1,0,1
+869,2601,1,0,1
+871,159,1,1,0
+889,999,1,1,0
+901,189,1,1,0
+907,2029,1,0,1
+908,189,1,0,1
+913,3252,1,1,0
+917,522,1,1,0
+932,1514,1,1,0
+932,130753,1,0,1
+939,2231,1,0,1
+948,2029,1,1,0
+949,189,1,0,1
+954,131226,1,1,0
+971,9370,1,1,0
+981,8504,1,1,0
+991,6842,1,1,0
+994,189,1,0,1
+998,21802,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json
new file mode 100644
index 0000000..d8d5cbc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29681,
+  "requested": 140,
+  "accepted_requests": 102,
+  "rejected_requests": 38,
+  "arriving_edges": 14339280,
+  "accepted_arriving_edges": 13188369,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "dc760b825c75b66cd5b76a7064e7fa4951b0af1d8622cba207102923fdcdabb7",
+    "final_apl_state_float32": [
+      151.9277801513672,
+      167.11289978027344
+    ],
+    "final_apl_state_u32_bits": [
+      1125641603,
+      1126636775
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46481832500285236,
+  "diagnostic_simulation_seconds": 5.470435883999016,
+  "wall_seconds": 6.492516508002154,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f",
+    "requests.npz": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..9362d8f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "09cdd1ecf06077ee16c240ff41741e9c1238d500ea4bfe5080c63a1bfec4a4ca",
+  "final_apl_state_float32": [
+    149.3066864013672,
+    164.28335571289062
+  ],
+  "final_apl_state_u32_bits": [
+    1125469827,
+    1126451338
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..55f0cb5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv
@@ -0,0 +1,132 @@
+tick,neuron_idx,attempted,accepted,rejected
+3,159,1,1,0
+5,522,1,1,0
+13,1514,1,1,0
+39,2347,1,1,0
+42,130472,1,1,0
+50,9370,1,1,0
+51,9370,1,0,1
+68,2347,1,1,0
+71,1011,1,1,0
+83,12644,1,1,0
+92,2029,1,1,0
+103,159,1,0,1
+111,159,1,0,1
+114,2347,1,1,0
+120,522,1,0,1
+122,189,1,0,1
+125,522,1,0,1
+131,2347,1,0,1
+137,360,1,0,1
+157,189,1,0,1
+158,189,1,1,0
+165,360,1,1,0
+166,7781,1,1,0
+173,5519,1,1,0
+174,21802,1,1,0
+178,10769,1,1,0
+198,1011,1,0,1
+201,1927,1,0,1
+206,2347,1,0,1
+224,131226,1,0,1
+226,1514,1,1,0
+228,522,1,0,1
+232,189,1,1,0
+233,14839,1,0,1
+233,130472,1,1,0
+240,159,1,1,0
+242,9370,1,1,0
+246,159,1,0,1
+247,1514,1,0,1
+250,14839,1,1,0
+253,360,1,1,0
+264,7781,1,1,0
+268,2010,1,1,0
+275,3202,1,0,1
+278,8001,1,1,0
+289,130472,1,1,0
+307,9370,1,1,0
+329,21802,1,1,0
+330,3202,1,1,0
+334,9975,1,1,0
+349,6842,1,0,1
+351,189,1,1,0
+360,522,1,0,1
+364,131226,1,1,0
+396,189,1,0,1
+404,5519,1,0,1
+420,2347,1,1,0
+437,360,1,0,1
+440,2029,1,0,1
+449,2347,1,1,0
+451,999,1,1,0
+451,1514,1,1,0
+453,131226,1,1,0
+456,159,1,0,1
+468,3252,1,1,0
+485,189,1,0,1
+488,4026,1,1,0
+489,5519,1,1,0
+493,4311,1,1,0
+514,131226,1,0,1
+516,1927,1,1,0
+533,1514,1,0,1
+537,189,1,1,0
+540,4311,1,1,0
+541,1011,1,1,0
+544,2029,1,1,0
+548,21802,1,1,0
+552,5519,1,1,0
+563,3252,1,1,0
+567,1011,1,1,0
+569,8504,1,1,0
+574,522,1,1,0
+578,159,1,1,0
+584,2010,1,0,1
+585,4173,1,1,0
+592,159,1,0,1
+593,189,1,0,1
+602,360,1,1,0
+602,522,1,1,0
+604,12644,1,1,0
+613,2347,1,0,1
+626,8504,1,1,0
+631,3345,1,1,0
+650,130753,1,0,1
+668,159,1,0,1
+671,2231,1,1,0
+695,999,1,1,0
+706,3252,1,0,1
+706,9188,1,1,0
+755,1927,1,0,1
+772,189,1,0,1
+772,2029,1,1,0
+776,130472,1,1,0
+777,522,1,0,1
+789,159,1,0,1
+791,2601,1,0,1
+802,12644,1,1,0
+808,189,1,1,0
+811,360,1,1,0
+813,360,1,0,1
+828,189,1,0,1
+832,159,1,1,0
+835,2029,1,0,1
+839,159,1,0,1
+841,522,1,1,0
+854,6842,1,1,0
+862,360,1,1,0
+876,189,1,1,0
+876,999,1,1,0
+880,1890,1,1,0
+882,2231,1,1,0
+888,3202,1,1,0
+895,189,1,0,1
+898,189,1,1,0
+900,159,1,1,0
+908,130472,1,1,0
+914,189,1,0,1
+929,4311,1,1,0
+937,360,1,1,0
+955,130472,1,1,0
+983,6842,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json
new file mode 100644
index 0000000..d68df9a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30987,
+  "requested": 131,
+  "accepted_requests": 84,
+  "rejected_requests": 47,
+  "arriving_edges": 15058758,
+  "accepted_arriving_edges": 13859173,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "09cdd1ecf06077ee16c240ff41741e9c1238d500ea4bfe5080c63a1bfec4a4ca",
+    "final_apl_state_float32": [
+      149.3066864013672,
+      164.28335571289062
+    ],
+    "final_apl_state_u32_bits": [
+      1125469827,
+      1126451338
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46679546299856156,
+  "diagnostic_simulation_seconds": 5.496826257000066,
+  "wall_seconds": 6.516922686998441,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0",
+    "requests.npz": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..ba1dfa5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "18546a937b3c2cf772671b593487f84691815408f14c90146f08c86d03c56480",
+  "final_apl_state_float32": [
+    153.3948516845703,
+    167.4208984375
+  ],
+  "final_apl_state_u32_bits": [
+    1125737749,
+    1126656960
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..14f7104
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv
@@ -0,0 +1,126 @@
+tick,neuron_idx,attempted,accepted,rejected
+43,1514,1,1,0
+54,3161,1,1,0
+61,522,1,1,0
+62,159,1,1,0
+78,522,1,0,1
+83,130753,1,1,0
+103,189,1,1,0
+107,2970,1,1,0
+126,4311,1,1,0
+139,360,1,1,0
+162,4505,1,1,0
+170,5519,1,0,1
+182,6842,1,1,0
+185,130753,1,1,0
+191,1011,1,0,1
+193,1514,1,1,0
+205,189,1,0,1
+216,2535,1,1,0
+216,130472,1,1,0
+254,522,1,1,0
+278,159,1,0,1
+291,131226,1,1,0
+308,9370,1,1,0
+313,8001,1,1,0
+316,8001,1,0,1
+324,999,1,1,0
+325,4505,1,1,0
+326,12644,1,1,0
+328,130753,1,1,0
+333,21802,1,1,0
+336,360,1,1,0
+340,1191,1,1,0
+364,8504,1,1,0
+374,7781,1,1,0
+376,130472,1,1,0
+381,522,1,1,0
+387,12644,1,1,0
+395,159,1,0,1
+399,522,1,0,1
+402,189,1,1,0
+408,6842,1,1,0
+412,1011,1,1,0
+416,189,1,0,1
+428,7781,1,1,0
+431,6842,1,1,0
+434,2943,1,1,0
+436,522,1,1,0
+437,522,1,0,1
+437,131226,1,1,0
+445,331,1,0,1
+457,1890,1,1,0
+461,522,1,1,0
+462,7781,1,1,0
+469,159,1,0,1
+471,159,1,0,1
+487,1890,1,1,0
+490,999,1,1,0
+498,189,1,1,0
+504,1011,1,1,0
+507,159,1,0,1
+514,159,1,0,1
+524,130753,1,1,0
+534,2029,1,1,0
+543,189,1,0,1
+547,130472,1,1,0
+553,3345,1,1,0
+555,2010,1,0,1
+567,9370,1,1,0
+568,2010,1,1,0
+579,130753,1,0,1
+584,189,1,0,1
+586,999,1,1,0
+588,5519,1,1,0
+597,159,1,0,1
+598,2010,1,1,0
+603,130753,1,1,0
+604,159,1,1,0
+611,522,1,1,0
+616,159,1,0,1
+623,130472,1,0,1
+627,3252,1,0,1
+632,522,1,0,1
+634,2943,1,1,0
+653,131226,1,1,0
+660,7781,1,1,0
+671,6842,1,0,1
+682,1011,1,0,1
+683,6842,1,1,0
+691,1890,1,1,0
+705,522,1,1,0
+705,2347,1,1,0
+717,522,1,0,1
+726,130497,1,1,0
+733,2231,1,0,1
+739,4311,1,1,0
+746,2029,1,0,1
+749,522,1,1,0
+753,2029,1,0,1
+759,189,1,1,0
+762,2586,1,1,0
+766,3161,1,1,0
+789,189,1,1,0
+801,2347,1,1,0
+809,3252,1,1,0
+816,189,1,1,0
+822,6842,1,1,0
+831,131226,1,0,1
+838,999,1,0,1
+838,10769,1,1,0
+853,9188,1,0,1
+859,360,1,1,0
+867,189,1,0,1
+887,2601,1,0,1
+922,189,1,0,1
+925,159,1,0,1
+926,189,1,0,1
+928,2601,1,1,0
+937,360,1,0,1
+939,130472,1,1,0
+959,189,1,1,0
+977,3252,1,1,0
+983,14839,1,1,0
+984,1890,1,1,0
+988,189,1,1,0
+995,189,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json
new file mode 100644
index 0000000..7642f06
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30044,
+  "requested": 125,
+  "accepted_requests": 85,
+  "rejected_requests": 40,
+  "arriving_edges": 14620204,
+  "accepted_arriving_edges": 13460573,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "18546a937b3c2cf772671b593487f84691815408f14c90146f08c86d03c56480",
+    "final_apl_state_float32": [
+      153.3948516845703,
+      167.4208984375
+    ],
+    "final_apl_state_u32_bits": [
+      1125737749,
+      1126656960
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4654374470010225,
+  "diagnostic_simulation_seconds": 5.451807180001197,
+  "wall_seconds": 6.47471766000308,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b",
+    "requests.npz": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2ce6c63
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "f75c314c3f43a7b7d12a42090774ef8b99544082929a603f56345d9a39351c76",
+  "final_apl_state_float32": [
+    151.29029846191406,
+    167.16946411132812
+  ],
+  "final_apl_state_u32_bits": [
+    1125599825,
+    1126640482
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..01b2978
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv
@@ -0,0 +1,124 @@
+tick,neuron_idx,attempted,accepted,rejected
+6,2347,1,1,0
+13,159,1,1,0
+20,130753,1,1,0
+22,360,1,1,0
+25,189,1,1,0
+32,999,1,1,0
+50,360,1,1,0
+54,159,1,1,0
+67,130753,1,1,0
+70,189,1,1,0
+110,189,1,0,1
+121,3252,1,1,0
+126,2586,1,1,0
+127,522,1,1,0
+130,522,1,0,1
+137,1191,1,1,0
+142,1890,1,0,1
+144,999,1,0,1
+146,159,1,0,1
+155,360,1,1,0
+159,2231,1,1,0
+190,360,1,1,0
+198,189,1,1,0
+214,12644,1,1,0
+215,2601,1,1,0
+220,159,1,1,0
+227,522,1,0,1
+234,360,1,0,1
+240,159,1,0,1
+242,189,1,0,1
+244,159,1,1,0
+245,2010,1,1,0
+255,159,1,0,1
+256,999,1,1,0
+273,12644,1,1,0
+276,999,1,0,1
+278,159,1,1,0
+286,189,1,0,1
+297,131226,1,0,1
+330,131226,1,1,0
+331,10769,1,0,1
+338,360,1,0,1
+341,4311,1,1,0
+347,360,1,1,0
+361,2029,1,1,0
+371,1514,1,1,0
+380,130753,1,1,0
+382,7679,1,0,1
+390,1011,1,1,0
+421,2943,1,0,1
+426,999,1,1,0
+430,9188,1,1,0
+433,189,1,0,1
+438,5519,1,1,0
+441,522,1,0,1
+454,360,1,1,0
+464,159,1,1,0
+467,2010,1,1,0
+469,2347,1,1,0
+476,999,1,1,0
+478,189,1,0,1
+480,130753,1,0,1
+490,2493,1,1,0
+494,131226,1,1,0
+502,131226,1,0,1
+536,189,1,1,0
+538,999,1,1,0
+581,2586,1,1,0
+594,189,1,0,1
+607,189,1,1,0
+610,3202,1,0,1
+619,159,1,1,0
+626,1514,1,0,1
+632,130753,1,1,0
+641,360,1,1,0
+641,9370,1,1,0
+646,360,1,0,1
+656,189,1,0,1
+661,3252,1,1,0
+666,14839,1,0,1
+678,9188,1,1,0
+684,4311,1,0,1
+685,360,1,1,0
+689,130753,1,1,0
+693,3161,1,0,1
+698,131226,1,0,1
+699,2994,1,1,0
+702,159,1,0,1
+718,159,1,1,0
+728,2029,1,1,0
+744,2347,1,1,0
+747,159,1,1,0
+748,8504,1,1,0
+760,1191,1,1,0
+789,189,1,0,1
+804,189,1,0,1
+805,522,1,1,0
+822,14839,1,0,1
+823,4505,1,1,0
+832,2347,1,0,1
+856,360,1,1,0
+870,5519,1,0,1
+870,12644,1,1,0
+878,522,1,0,1
+880,3202,1,1,0
+884,189,1,1,0
+886,131226,1,1,0
+888,189,1,0,1
+892,189,1,0,1
+894,189,1,0,1
+898,10769,1,1,0
+917,159,1,1,0
+922,130472,1,0,1
+934,522,1,0,1
+946,2010,1,1,0
+952,1514,1,1,0
+953,4311,1,1,0
+966,8001,1,1,0
+979,2970,1,1,0
+980,159,1,0,1
+993,14839,1,1,0
+994,189,1,1,0
+998,1890,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json
new file mode 100644
index 0000000..f04fd21
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-01-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31377,
+  "requested": 123,
+  "accepted_requests": 78,
+  "rejected_requests": 45,
+  "arriving_edges": 15185135,
+  "accepted_arriving_edges": 13970194,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "f75c314c3f43a7b7d12a42090774ef8b99544082929a603f56345d9a39351c76",
+    "final_apl_state_float32": [
+      151.29029846191406,
+      167.16946411132812
+    ],
+    "final_apl_state_u32_bits": [
+      1125599825,
+      1126640482
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46844919999784906,
+  "diagnostic_simulation_seconds": 5.567507233001379,
+  "wall_seconds": 6.584965120997367,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e",
+    "requests.npz": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..e862e05
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+  "final_apl_state_float32": [
+    149.51136779785156,
+    170.6090850830078
+  ],
+  "final_apl_state_u32_bits": [
+    1125483241,
+    1126865901
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..f7360a7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv
@@ -0,0 +1,101 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,133666,1,1,0
+22,360,1,1,0
+25,7322,1,1,0
+38,813,1,1,0
+43,97,1,1,0
+53,813,1,0,1
+54,571,1,1,0
+85,813,1,1,0
+100,4624,1,1,0
+101,1011,1,1,0
+104,54264,1,1,0
+108,189,1,1,0
+111,522,1,1,0
+114,530,1,0,1
+138,360,1,1,0
+146,360,1,0,1
+159,54264,1,1,0
+162,710,1,1,0
+164,7322,1,1,0
+167,434,1,0,1
+170,710,1,0,1
+172,813,1,1,0
+194,130257,1,1,0
+201,522,1,0,1
+213,53508,1,1,0
+214,189,1,1,0
+217,710,1,0,1
+227,53508,1,0,1
+234,159,1,1,0
+248,79514,1,0,1
+259,97,1,0,1
+280,132659,1,0,1
+281,434,1,0,1
+313,130497,1,1,0
+315,360,1,0,1
+336,97,1,1,0
+346,999,1,1,0
+351,813,1,0,1
+374,522,1,1,0
+434,130753,1,0,1
+435,522,1,1,0
+456,522,1,0,1
+491,710,1,1,0
+503,54264,1,1,0
+505,360,1,1,0
+507,813,1,1,0
+508,189,1,0,1
+511,530,1,1,0
+544,55121,1,1,0
+559,97,1,1,0
+561,189,1,0,1
+572,159,1,1,0
+575,710,1,0,1
+580,97,1,0,1
+581,360,1,1,0
+583,54264,1,1,0
+587,360,1,0,1
+590,79514,1,1,0
+601,360,1,0,1
+602,133666,1,0,1
+603,132659,1,1,0
+606,710,1,1,0
+650,54264,1,1,0
+670,522,1,1,0
+692,710,1,0,1
+699,522,1,1,0
+711,7322,1,0,1
+723,7680,1,0,1
+737,130257,1,1,0
+742,133666,1,0,1
+747,1011,1,1,0
+753,130257,1,0,1
+758,189,1,0,1
+769,130753,1,1,0
+788,434,1,0,1
+799,133666,1,1,0
+801,97,1,0,1
+810,132659,1,0,1
+815,189,1,1,0
+834,189,1,0,1
+863,53508,1,1,0
+866,710,1,1,0
+867,159,1,0,1
+879,130753,1,1,0
+881,2029,1,0,1
+886,6721,1,1,0
+887,55121,1,0,1
+893,710,1,1,0
+897,999,1,1,0
+940,53508,1,1,0
+944,132659,1,0,1
+945,133666,1,1,0
+949,1372,1,1,0
+951,189,1,1,0
+954,530,1,1,0
+957,434,1,0,1
+960,813,1,1,0
+964,79514,1,1,0
+964,130497,1,1,0
+970,571,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json
new file mode 100644
index 0000000..6172753
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30688,
+  "requested": 100,
+  "accepted_requests": 62,
+  "rejected_requests": 38,
+  "arriving_edges": 14813437,
+  "accepted_arriving_edges": 13626642,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+    "final_apl_state_float32": [
+      149.51136779785156,
+      170.6090850830078
+    ],
+    "final_apl_state_u32_bits": [
+      1125483241,
+      1126865901
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4682567720010411,
+  "diagnostic_simulation_seconds": 5.548542953001743,
+  "wall_seconds": 6.564625189999788,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+    "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..e862e05
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+  "final_apl_state_float32": [
+    149.51136779785156,
+    170.6090850830078
+  ],
+  "final_apl_state_u32_bits": [
+    1125483241,
+    1126865901
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..f7360a7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv
@@ -0,0 +1,101 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,133666,1,1,0
+22,360,1,1,0
+25,7322,1,1,0
+38,813,1,1,0
+43,97,1,1,0
+53,813,1,0,1
+54,571,1,1,0
+85,813,1,1,0
+100,4624,1,1,0
+101,1011,1,1,0
+104,54264,1,1,0
+108,189,1,1,0
+111,522,1,1,0
+114,530,1,0,1
+138,360,1,1,0
+146,360,1,0,1
+159,54264,1,1,0
+162,710,1,1,0
+164,7322,1,1,0
+167,434,1,0,1
+170,710,1,0,1
+172,813,1,1,0
+194,130257,1,1,0
+201,522,1,0,1
+213,53508,1,1,0
+214,189,1,1,0
+217,710,1,0,1
+227,53508,1,0,1
+234,159,1,1,0
+248,79514,1,0,1
+259,97,1,0,1
+280,132659,1,0,1
+281,434,1,0,1
+313,130497,1,1,0
+315,360,1,0,1
+336,97,1,1,0
+346,999,1,1,0
+351,813,1,0,1
+374,522,1,1,0
+434,130753,1,0,1
+435,522,1,1,0
+456,522,1,0,1
+491,710,1,1,0
+503,54264,1,1,0
+505,360,1,1,0
+507,813,1,1,0
+508,189,1,0,1
+511,530,1,1,0
+544,55121,1,1,0
+559,97,1,1,0
+561,189,1,0,1
+572,159,1,1,0
+575,710,1,0,1
+580,97,1,0,1
+581,360,1,1,0
+583,54264,1,1,0
+587,360,1,0,1
+590,79514,1,1,0
+601,360,1,0,1
+602,133666,1,0,1
+603,132659,1,1,0
+606,710,1,1,0
+650,54264,1,1,0
+670,522,1,1,0
+692,710,1,0,1
+699,522,1,1,0
+711,7322,1,0,1
+723,7680,1,0,1
+737,130257,1,1,0
+742,133666,1,0,1
+747,1011,1,1,0
+753,130257,1,0,1
+758,189,1,0,1
+769,130753,1,1,0
+788,434,1,0,1
+799,133666,1,1,0
+801,97,1,0,1
+810,132659,1,0,1
+815,189,1,1,0
+834,189,1,0,1
+863,53508,1,1,0
+866,710,1,1,0
+867,159,1,0,1
+879,130753,1,1,0
+881,2029,1,0,1
+886,6721,1,1,0
+887,55121,1,0,1
+893,710,1,1,0
+897,999,1,1,0
+940,53508,1,1,0
+944,132659,1,0,1
+945,133666,1,1,0
+949,1372,1,1,0
+951,189,1,1,0
+954,530,1,1,0
+957,434,1,0,1
+960,813,1,1,0
+964,79514,1,1,0
+964,130497,1,1,0
+970,571,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json
new file mode 100644
index 0000000..6782c07
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30688,
+  "requested": 100,
+  "accepted_requests": 62,
+  "rejected_requests": 38,
+  "arriving_edges": 14813437,
+  "accepted_arriving_edges": 13626642,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "b42e37507bf6ba2fcfc54da85aab14fa48a6a6f24f8b5dc9f9d707be14237875",
+    "final_apl_state_float32": [
+      149.51136779785156,
+      170.6090850830078
+    ],
+    "final_apl_state_u32_bits": [
+      1125483241,
+      1126865901
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4696094120008638,
+  "diagnostic_simulation_seconds": 5.509757961001014,
+  "wall_seconds": 6.529477546002454,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+    "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..74bfdbe
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "aee529bda4d1f4ad11e85312539410f9dfe270ba776162d9a208ab4a6f2b3eec",
+  "final_apl_state_float32": [
+    152.2158966064453,
+    163.28492736816406
+  ],
+  "final_apl_state_u32_bits": [
+    1125660485,
+    1126385905
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..58c5a4c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv
@@ -0,0 +1,114 @@
+tick,neuron_idx,attempted,accepted,rejected
+11,999,1,1,0
+13,360,1,1,0
+15,132659,1,1,0
+26,710,1,1,0
+29,97,1,1,0
+30,434,1,1,0
+36,1011,1,1,0
+45,54264,1,1,0
+46,710,1,0,1
+49,1011,1,0,1
+62,360,1,1,0
+71,710,1,1,0
+73,522,1,1,0
+77,97,1,1,0
+77,9052,1,1,0
+78,522,1,0,1
+88,7680,1,1,0
+92,4786,1,1,0
+94,55121,1,1,0
+101,133666,1,0,1
+102,130257,1,1,0
+106,360,1,0,1
+118,710,1,0,1
+129,530,1,0,1
+134,7322,1,1,0
+135,130753,1,1,0
+146,522,1,1,0
+146,132659,1,1,0
+149,7322,1,0,1
+150,434,1,0,1
+158,360,1,1,0
+199,710,1,1,0
+199,6721,1,1,0
+202,1372,1,1,0
+225,522,1,1,0
+257,2601,1,1,0
+265,79514,1,1,0
+294,530,1,0,1
+314,710,1,0,1
+315,189,1,1,0
+325,159,1,0,1
+343,132659,1,1,0
+357,79514,1,1,0
+360,97,1,0,1
+367,1372,1,1,0
+372,2029,1,0,1
+372,132659,1,1,0
+377,7322,1,1,0
+386,97,1,1,0
+392,133666,1,0,1
+417,1372,1,1,0
+426,130257,1,1,0
+428,189,1,0,1
+431,54264,1,1,0
+445,434,1,1,0
+449,133666,1,1,0
+465,710,1,0,1
+486,530,1,1,0
+488,530,1,0,1
+489,79514,1,1,0
+501,1372,1,0,1
+528,360,1,0,1
+530,6721,1,1,0
+543,813,1,1,0
+552,97,1,1,0
+553,7322,1,1,0
+568,813,1,1,0
+575,132659,1,0,1
+578,522,1,1,0
+594,132659,1,1,0
+603,132659,1,0,1
+609,79514,1,1,0
+613,132659,1,0,1
+621,2601,1,1,0
+625,159,1,1,0
+631,522,1,1,0
+653,189,1,0,1
+674,79514,1,1,0
+677,710,1,1,0
+703,9052,1,1,0
+714,710,1,1,0
+716,79514,1,1,0
+727,189,1,1,0
+728,4624,1,1,0
+731,189,1,0,1
+743,571,1,0,1
+758,360,1,1,0
+759,159,1,1,0
+766,2029,1,1,0
+773,360,1,0,1
+796,1372,1,1,0
+813,189,1,1,0
+817,79514,1,1,0
+830,132659,1,1,0
+843,159,1,1,0
+845,133666,1,1,0
+855,331,1,1,0
+860,434,1,0,1
+860,522,1,0,1
+862,133666,1,0,1
+866,360,1,1,0
+881,571,1,1,0
+886,132659,1,0,1
+888,189,1,1,0
+901,530,1,0,1
+901,132659,1,0,1
+914,522,1,0,1
+921,522,1,0,1
+925,2601,1,1,0
+929,54264,1,1,0
+953,434,1,0,1
+956,7680,1,1,0
+969,130497,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json
new file mode 100644
index 0000000..2d68fb3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31406,
+  "requested": 113,
+  "accepted_requests": 77,
+  "rejected_requests": 36,
+  "arriving_edges": 15409987,
+  "accepted_arriving_edges": 14204872,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "aee529bda4d1f4ad11e85312539410f9dfe270ba776162d9a208ab4a6f2b3eec",
+    "final_apl_state_float32": [
+      152.2158966064453,
+      163.28492736816406
+    ],
+    "final_apl_state_u32_bits": [
+      1125660485,
+      1126385905
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46748067299995455,
+  "diagnostic_simulation_seconds": 5.486253397997643,
+  "wall_seconds": 6.49680708699816,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2",
+    "requests.npz": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..57c52f9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "8510f582d5b3b63f308b131aea23b7a6b1129fb7f902d59e8270e77e98fc5ae5",
+  "final_apl_state_float32": [
+    158.42015075683594,
+    166.25730895996094
+  ],
+  "final_apl_state_u32_bits": [
+    1126067087,
+    1126580703
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..98e7a0b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv
@@ -0,0 +1,106 @@
+tick,neuron_idx,attempted,accepted,rejected
+22,130497,1,1,0
+49,360,1,1,0
+57,522,1,1,0
+63,530,1,1,0
+71,53508,1,1,0
+72,189,1,1,0
+83,55121,1,1,0
+85,999,1,1,0
+114,522,1,1,0
+123,813,1,1,0
+138,6721,1,1,0
+141,97,1,1,0
+142,6721,1,0,1
+145,434,1,0,1
+149,53508,1,1,0
+154,710,1,0,1
+155,360,1,1,0
+168,79514,1,1,0
+170,4786,1,1,0
+201,79514,1,1,0
+202,9052,1,1,0
+219,522,1,0,1
+225,55121,1,1,0
+254,132659,1,1,0
+276,9052,1,1,0
+276,54264,1,0,1
+288,1372,1,1,0
+290,1372,1,0,1
+297,530,1,1,0
+310,189,1,0,1
+312,159,1,1,0
+325,97,1,1,0
+330,9052,1,1,0
+335,55121,1,1,0
+344,522,1,1,0
+363,360,1,1,0
+370,54264,1,1,0
+371,1011,1,0,1
+374,4786,1,1,0
+374,133666,1,1,0
+375,133666,1,0,1
+377,130497,1,1,0
+381,79514,1,1,0
+388,7322,1,1,0
+389,813,1,0,1
+403,55121,1,1,0
+417,1927,1,0,1
+431,1372,1,1,0
+440,130497,1,0,1
+447,710,1,0,1
+448,434,1,0,1
+458,2029,1,1,0
+483,189,1,0,1
+511,133666,1,0,1
+516,530,1,0,1
+546,522,1,1,0
+546,999,1,0,1
+548,7680,1,1,0
+550,530,1,0,1
+557,434,1,1,0
+582,159,1,1,0
+600,159,1,0,1
+601,79514,1,1,0
+605,54264,1,1,0
+608,999,1,0,1
+630,4786,1,1,0
+642,530,1,1,0
+660,7322,1,1,0
+673,1372,1,0,1
+691,1927,1,1,0
+700,530,1,0,1
+734,710,1,0,1
+746,189,1,0,1
+749,522,1,0,1
+752,1372,1,0,1
+752,130497,1,1,0
+756,55121,1,1,0
+758,813,1,0,1
+776,360,1,1,0
+779,530,1,1,0
+780,571,1,0,1
+809,189,1,1,0
+814,7322,1,1,0
+821,6721,1,1,0
+839,189,1,1,0
+840,710,1,1,0
+855,360,1,0,1
+860,55121,1,1,0
+867,2029,1,1,0
+888,9052,1,1,0
+891,159,1,0,1
+900,331,1,1,0
+902,54264,1,1,0
+906,360,1,1,0
+907,79514,1,1,0
+913,7680,1,1,0
+920,2601,1,1,0
+938,360,1,1,0
+938,79514,1,1,0
+948,622,1,1,0
+958,710,1,1,0
+962,132659,1,0,1
+971,434,1,0,1
+973,130257,1,1,0
+976,1372,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json
new file mode 100644
index 0000000..c1f8f30
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29197,
+  "requested": 105,
+  "accepted_requests": 72,
+  "rejected_requests": 33,
+  "arriving_edges": 14095177,
+  "accepted_arriving_edges": 12943505,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "8510f582d5b3b63f308b131aea23b7a6b1129fb7f902d59e8270e77e98fc5ae5",
+    "final_apl_state_float32": [
+      158.42015075683594,
+      166.25730895996094
+    ],
+    "final_apl_state_u32_bits": [
+      1126067087,
+      1126580703
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4654480329991202,
+  "diagnostic_simulation_seconds": 5.477574201002426,
+  "wall_seconds": 6.496595303000504,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5",
+    "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..c8b5df0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "2ab14face00020006accca53399fa55b30419e112ebdd69174dcf85b13235240",
+  "final_apl_state_float32": [
+    154.1504669189453,
+    171.08970642089844
+  ],
+  "final_apl_state_u32_bits": [
+    1125787269,
+    1126897399
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..9cf3275
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+23,434,1,1,0
+65,434,1,1,0
+70,522,1,1,0
+72,130497,1,1,0
+91,2029,1,1,0
+94,999,1,1,0
+97,189,1,1,0
+103,710,1,1,0
+104,331,1,1,0
+106,530,1,1,0
+132,2029,1,1,0
+138,522,1,0,1
+139,132659,1,1,0
+154,522,1,1,0
+174,159,1,1,0
+177,522,1,1,0
+179,55121,1,1,0
+186,434,1,1,0
+195,813,1,1,0
+199,434,1,0,1
+210,331,1,1,0
+212,999,1,0,1
+221,434,1,1,0
+270,1927,1,1,0
+273,7680,1,1,0
+283,1372,1,1,0
+291,132659,1,0,1
+303,522,1,0,1
+309,132659,1,1,0
+319,130497,1,0,1
+329,522,1,1,0
+361,710,1,0,1
+369,54264,1,1,0
+377,132659,1,1,0
+381,159,1,0,1
+387,159,1,0,1
+394,130753,1,1,0
+405,1011,1,1,0
+414,434,1,0,1
+422,133666,1,0,1
+447,710,1,1,0
+447,813,1,1,0
+455,53508,1,0,1
+464,331,1,1,0
+473,813,1,1,0
+474,2029,1,1,0
+486,55121,1,0,1
+493,79514,1,1,0
+497,2029,1,1,0
+499,79514,1,0,1
+513,55121,1,1,0
+521,360,1,1,0
+526,360,1,0,1
+540,7680,1,1,0
+541,7322,1,1,0
+543,6721,1,1,0
+555,1372,1,1,0
+559,4624,1,0,1
+567,7680,1,1,0
+584,710,1,1,0
+597,55121,1,0,1
+606,522,1,1,0
+615,132659,1,1,0
+619,54264,1,1,0
+623,54264,1,0,1
+628,189,1,1,0
+629,159,1,0,1
+645,130753,1,0,1
+653,434,1,1,0
+661,434,1,0,1
+682,133666,1,1,0
+687,54264,1,1,0
+713,54264,1,1,0
+714,1372,1,1,0
+718,522,1,1,0
+724,53508,1,1,0
+728,710,1,1,0
+729,133666,1,0,1
+736,360,1,0,1
+742,189,1,0,1
+761,522,1,1,0
+761,999,1,1,0
+763,132659,1,0,1
+767,522,1,0,1
+768,813,1,0,1
+770,130497,1,1,0
+777,189,1,1,0
+813,132659,1,0,1
+817,622,1,0,1
+817,1372,1,1,0
+822,434,1,0,1
+827,434,1,1,0
+833,189,1,0,1
+840,9052,1,0,1
+845,189,1,1,0
+872,132659,1,0,1
+874,189,1,1,0
+874,132659,1,0,1
+881,813,1,0,1
+884,79514,1,1,0
+887,530,1,0,1
+890,130257,1,1,0
+899,97,1,1,0
+911,132659,1,1,0
+913,189,1,1,0
+914,79514,1,1,0
+923,331,1,1,0
+925,79514,1,0,1
+934,159,1,1,0
+945,999,1,1,0
+947,710,1,0,1
+952,1011,1,1,0
+965,360,1,1,0
+969,130753,1,0,1
+977,1372,1,0,1
+997,710,1,0,1
+999,4786,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json
new file mode 100644
index 0000000..dfe3d74
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29395,
+  "requested": 117,
+  "accepted_requests": 76,
+  "rejected_requests": 41,
+  "arriving_edges": 14038187,
+  "accepted_arriving_edges": 12908605,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "2ab14face00020006accca53399fa55b30419e112ebdd69174dcf85b13235240",
+    "final_apl_state_float32": [
+      154.1504669189453,
+      171.08970642089844
+    ],
+    "final_apl_state_u32_bits": [
+      1125787269,
+      1126897399
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4651126460012165,
+  "diagnostic_simulation_seconds": 5.480565289002698,
+  "wall_seconds": 6.490529665003123,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4",
+    "requests.npz": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..eb02108
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "5ef52b24f9731c39ac9fb3431c03f527f73a31b4512c49e220a16146808aee1c",
+  "final_apl_state_float32": [
+    158.39431762695312,
+    169.2401123046875
+  ],
+  "final_apl_state_u32_bits": [
+    1126065394,
+    1126776184
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..241f84b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv
@@ -0,0 +1,105 @@
+tick,neuron_idx,attempted,accepted,rejected
+1,331,1,1,0
+7,133666,1,1,0
+11,522,1,1,0
+34,132659,1,1,0
+35,522,1,1,0
+56,133666,1,1,0
+59,189,1,1,0
+107,189,1,0,1
+129,360,1,0,1
+133,522,1,1,0
+134,530,1,1,0
+139,79514,1,1,0
+145,133666,1,1,0
+154,189,1,1,0
+158,813,1,1,0
+163,133666,1,0,1
+180,133666,1,1,0
+195,132659,1,0,1
+198,434,1,1,0
+202,132659,1,1,0
+211,132659,1,0,1
+213,710,1,0,1
+214,434,1,0,1
+217,434,1,0,1
+218,710,1,1,0
+229,1372,1,0,1
+238,132659,1,1,0
+239,434,1,0,1
+240,7680,1,1,0
+259,9052,1,0,1
+265,434,1,1,0
+267,434,1,0,1
+306,159,1,1,0
+334,189,1,1,0
+345,530,1,0,1
+348,133666,1,0,1
+356,522,1,1,0
+359,434,1,0,1
+377,360,1,1,0
+379,130257,1,1,0
+406,530,1,0,1
+407,130753,1,1,0
+408,130257,1,1,0
+418,522,1,0,1
+427,1372,1,1,0
+447,7322,1,1,0
+450,710,1,0,1
+453,79514,1,0,1
+454,2029,1,0,1
+455,130753,1,1,0
+456,1372,1,1,0
+459,79514,1,0,1
+460,7680,1,1,0
+472,622,1,0,1
+480,813,1,1,0
+496,55121,1,1,0
+503,360,1,1,0
+535,710,1,0,1
+552,530,1,1,0
+561,530,1,0,1
+568,130753,1,1,0
+579,9052,1,1,0
+602,79514,1,0,1
+609,1372,1,1,0
+620,522,1,0,1
+622,813,1,0,1
+624,1372,1,0,1
+634,132659,1,0,1
+636,130257,1,1,0
+654,132659,1,1,0
+661,1011,1,1,0
+689,434,1,0,1
+693,434,1,1,0
+699,530,1,1,0
+702,813,1,0,1
+716,813,1,1,0
+730,2601,1,0,1
+736,79514,1,0,1
+739,189,1,0,1
+762,7322,1,1,0
+778,130257,1,1,0
+779,159,1,0,1
+783,159,1,0,1
+787,360,1,1,0
+795,522,1,1,0
+797,97,1,0,1
+800,360,1,0,1
+817,9052,1,1,0
+824,133666,1,0,1
+832,7680,1,0,1
+834,54264,1,1,0
+838,999,1,1,0
+860,189,1,0,1
+863,133666,1,0,1
+877,189,1,1,0
+883,813,1,0,1
+884,97,1,0,1
+887,189,1,0,1
+897,1372,1,1,0
+931,189,1,0,1
+948,434,1,0,1
+969,571,1,1,0
+972,6721,1,1,0
+997,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json
new file mode 100644
index 0000000..225059d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-02-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 32003,
+  "requested": 104,
+  "accepted_requests": 57,
+  "rejected_requests": 47,
+  "arriving_edges": 15537809,
+  "accepted_arriving_edges": 14312574,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "5ef52b24f9731c39ac9fb3431c03f527f73a31b4512c49e220a16146808aee1c",
+    "final_apl_state_float32": [
+      158.39431762695312,
+      169.2401123046875
+    ],
+    "final_apl_state_u32_bits": [
+      1126065394,
+      1126776184
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.48701650599832647,
+  "diagnostic_simulation_seconds": 5.529588565997983,
+  "wall_seconds": 6.572915497999929,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843",
+    "requests.npz": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..3135db2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a86497a07ce4eca850b5febb5a44709d345231bc1bce66a17675e74413e18ded",
+  "final_apl_state_float32": [
+    147.93502807617188,
+    167.1486053466797
+  ],
+  "final_apl_state_u32_bits": [
+    1125379934,
+    1126639115
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..e7554d2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv
@@ -0,0 +1,97 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,1927,1,1,0
+17,8001,1,1,0
+19,1890,1,1,0
+19,14839,1,1,0
+40,331,1,1,0
+40,1890,1,0,1
+75,2601,1,1,0
+76,2231,1,1,0
+78,1514,1,1,0
+83,2347,1,1,0
+85,130497,1,1,0
+122,130497,1,1,0
+123,189,1,1,0
+125,9975,1,1,0
+130,3202,1,1,0
+137,5519,1,1,0
+160,9188,1,1,0
+170,2943,1,1,0
+208,2347,1,1,0
+259,2970,1,0,1
+263,130472,1,1,0
+281,8504,1,1,0
+313,1890,1,1,0
+336,1927,1,0,1
+368,2010,1,0,1
+379,3252,1,0,1
+380,130472,1,1,0
+383,10769,1,1,0
+407,5519,1,1,0
+408,1927,1,1,0
+412,130472,1,1,0
+420,130472,1,0,1
+427,2347,1,1,0
+440,1890,1,1,0
+442,159,1,1,0
+452,3252,1,1,0
+500,130497,1,1,0
+503,8504,1,1,0
+524,2347,1,1,0
+553,2010,1,1,0
+560,2601,1,0,1
+565,2010,1,0,1
+577,4311,1,0,1
+578,4311,1,0,1
+587,3202,1,0,1
+591,2231,1,0,1
+599,131226,1,1,0
+601,4505,1,1,0
+649,131226,1,1,0
+650,6842,1,1,0
+659,159,1,0,1
+661,3202,1,1,0
+665,4311,1,1,0
+672,131226,1,1,0
+674,4505,1,0,1
+683,131226,1,0,1
+705,331,1,0,1
+709,1927,1,1,0
+712,5519,1,1,0
+713,331,1,1,0
+715,130497,1,1,0
+723,7781,1,1,0
+727,1890,1,1,0
+757,2347,1,1,0
+761,4026,1,1,0
+767,3202,1,1,0
+768,12644,1,1,0
+775,4311,1,1,0
+793,130497,1,1,0
+794,4505,1,0,1
+798,2231,1,1,0
+811,1890,1,0,1
+813,7781,1,0,1
+822,130472,1,1,0
+834,331,1,0,1
+843,4311,1,1,0
+853,21802,1,1,0
+856,8504,1,1,0
+858,1890,1,1,0
+890,9975,1,1,0
+893,1890,1,1,0
+898,5519,1,1,0
+898,7679,1,0,1
+906,3202,1,1,0
+907,1514,1,1,0
+910,2231,1,1,0
+913,1890,1,0,1
+919,2231,1,0,1
+923,3252,1,0,1
+937,14839,1,1,0
+956,4505,1,1,0
+958,1890,1,1,0
+958,4505,1,0,1
+958,130472,1,1,0
+988,4026,1,1,0
+989,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json
new file mode 100644
index 0000000..a347eb4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29170,
+  "requested": 96,
+  "accepted_requests": 71,
+  "rejected_requests": 25,
+  "arriving_edges": 13772098,
+  "accepted_arriving_edges": 12649725,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a86497a07ce4eca850b5febb5a44709d345231bc1bce66a17675e74413e18ded",
+    "final_apl_state_float32": [
+      147.93502807617188,
+      167.1486053466797
+    ],
+    "final_apl_state_u32_bits": [
+      1125379934,
+      1126639115
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4703305309994903,
+  "diagnostic_simulation_seconds": 5.439657273997,
+  "wall_seconds": 6.467604547000519,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+    "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..3135db2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a86497a07ce4eca850b5febb5a44709d345231bc1bce66a17675e74413e18ded",
+  "final_apl_state_float32": [
+    147.93502807617188,
+    167.1486053466797
+  ],
+  "final_apl_state_u32_bits": [
+    1125379934,
+    1126639115
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..e7554d2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv
@@ -0,0 +1,97 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,1927,1,1,0
+17,8001,1,1,0
+19,1890,1,1,0
+19,14839,1,1,0
+40,331,1,1,0
+40,1890,1,0,1
+75,2601,1,1,0
+76,2231,1,1,0
+78,1514,1,1,0
+83,2347,1,1,0
+85,130497,1,1,0
+122,130497,1,1,0
+123,189,1,1,0
+125,9975,1,1,0
+130,3202,1,1,0
+137,5519,1,1,0
+160,9188,1,1,0
+170,2943,1,1,0
+208,2347,1,1,0
+259,2970,1,0,1
+263,130472,1,1,0
+281,8504,1,1,0
+313,1890,1,1,0
+336,1927,1,0,1
+368,2010,1,0,1
+379,3252,1,0,1
+380,130472,1,1,0
+383,10769,1,1,0
+407,5519,1,1,0
+408,1927,1,1,0
+412,130472,1,1,0
+420,130472,1,0,1
+427,2347,1,1,0
+440,1890,1,1,0
+442,159,1,1,0
+452,3252,1,1,0
+500,130497,1,1,0
+503,8504,1,1,0
+524,2347,1,1,0
+553,2010,1,1,0
+560,2601,1,0,1
+565,2010,1,0,1
+577,4311,1,0,1
+578,4311,1,0,1
+587,3202,1,0,1
+591,2231,1,0,1
+599,131226,1,1,0
+601,4505,1,1,0
+649,131226,1,1,0
+650,6842,1,1,0
+659,159,1,0,1
+661,3202,1,1,0
+665,4311,1,1,0
+672,131226,1,1,0
+674,4505,1,0,1
+683,131226,1,0,1
+705,331,1,0,1
+709,1927,1,1,0
+712,5519,1,1,0
+713,331,1,1,0
+715,130497,1,1,0
+723,7781,1,1,0
+727,1890,1,1,0
+757,2347,1,1,0
+761,4026,1,1,0
+767,3202,1,1,0
+768,12644,1,1,0
+775,4311,1,1,0
+793,130497,1,1,0
+794,4505,1,0,1
+798,2231,1,1,0
+811,1890,1,0,1
+813,7781,1,0,1
+822,130472,1,1,0
+834,331,1,0,1
+843,4311,1,1,0
+853,21802,1,1,0
+856,8504,1,1,0
+858,1890,1,1,0
+890,9975,1,1,0
+893,1890,1,1,0
+898,5519,1,1,0
+898,7679,1,0,1
+906,3202,1,1,0
+907,1514,1,1,0
+910,2231,1,1,0
+913,1890,1,0,1
+919,2231,1,0,1
+923,3252,1,0,1
+937,14839,1,1,0
+956,4505,1,1,0
+958,1890,1,1,0
+958,4505,1,0,1
+958,130472,1,1,0
+988,4026,1,1,0
+989,1890,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json
new file mode 100644
index 0000000..a286398
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29170,
+  "requested": 96,
+  "accepted_requests": 71,
+  "rejected_requests": 25,
+  "arriving_edges": 13772098,
+  "accepted_arriving_edges": 12649725,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a86497a07ce4eca850b5febb5a44709d345231bc1bce66a17675e74413e18ded",
+    "final_apl_state_float32": [
+      147.93502807617188,
+      167.1486053466797
+    ],
+    "final_apl_state_u32_bits": [
+      1125379934,
+      1126639115
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46755003900034353,
+  "diagnostic_simulation_seconds": 5.371071500998369,
+  "wall_seconds": 6.389134704000753,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+    "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a639a82
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "51217a0cbedea4e836d1ec590c2cefb3cf368bd49352fcfc8dfcded8136096ef",
+  "final_apl_state_float32": [
+    150.03733825683594,
+    163.0751953125
+  ],
+  "final_apl_state_u32_bits": [
+    1125517711,
+    1126372160
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..679a6ed
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,1927,1,1,0
+11,3252,1,1,0
+22,4505,1,1,0
+27,9975,1,1,0
+34,7781,1,1,0
+37,2231,1,1,0
+40,131226,1,1,0
+55,6842,1,1,0
+58,1514,1,1,0
+58,4505,1,1,0
+69,130497,1,1,0
+70,1890,1,1,0
+70,131226,1,1,0
+77,7679,1,1,0
+91,131226,1,0,1
+96,331,1,1,0
+101,159,1,1,0
+101,4505,1,1,0
+112,14839,1,1,0
+118,130472,1,1,0
+149,3345,1,1,0
+172,1890,1,0,1
+182,2601,1,1,0
+193,1890,1,1,0
+221,3202,1,1,0
+222,6842,1,0,1
+229,1890,1,1,0
+236,331,1,1,0
+240,4311,1,1,0
+243,2347,1,0,1
+245,4311,1,0,1
+257,3252,1,0,1
+279,10769,1,1,0
+283,14839,1,0,1
+313,5519,1,1,0
+320,7679,1,1,0
+337,1927,1,1,0
+351,4311,1,1,0
+360,2601,1,1,0
+366,3202,1,0,1
+376,5519,1,1,0
+398,4311,1,1,0
+407,130472,1,1,0
+410,130472,1,0,1
+415,14839,1,0,1
+434,8504,1,1,0
+457,7679,1,1,0
+459,1890,1,1,0
+465,4173,1,1,0
+468,2347,1,1,0
+481,1890,1,1,0
+489,130472,1,1,0
+508,2231,1,1,0
+537,2010,1,0,1
+540,3252,1,1,0
+546,2601,1,0,1
+548,331,1,1,0
+569,6842,1,1,0
+580,2347,1,1,0
+609,130472,1,1,0
+613,7679,1,0,1
+632,6842,1,0,1
+641,12644,1,1,0
+645,7781,1,1,0
+647,9370,1,0,1
+661,8001,1,1,0
+662,7781,1,0,1
+664,2586,1,0,1
+686,8504,1,1,0
+691,6842,1,0,1
+693,4173,1,1,0
+697,7781,1,1,0
+715,2231,1,1,0
+752,3202,1,1,0
+754,3252,1,1,0
+768,2010,1,1,0
+782,4505,1,1,0
+796,131226,1,1,0
+799,130497,1,1,0
+826,331,1,0,1
+832,3202,1,0,1
+863,6842,1,1,0
+870,2347,1,0,1
+896,2231,1,1,0
+899,130497,1,1,0
+903,2347,1,1,0
+905,5519,1,1,0
+906,1890,1,1,0
+914,2231,1,0,1
+915,14839,1,1,0
+918,5519,1,0,1
+922,4505,1,0,1
+930,2231,1,1,0
+932,130472,1,0,1
+935,131226,1,1,0
+972,131226,1,1,0
+986,10769,1,1,0
+996,12644,1,0,1
+998,130472,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json
new file mode 100644
index 0000000..c02146e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 30042,
+  "requested": 99,
+  "accepted_requests": 73,
+  "rejected_requests": 26,
+  "arriving_edges": 14666790,
+  "accepted_arriving_edges": 13523292,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "51217a0cbedea4e836d1ec590c2cefb3cf368bd49352fcfc8dfcded8136096ef",
+    "final_apl_state_float32": [
+      150.03733825683594,
+      163.0751953125
+    ],
+    "final_apl_state_u32_bits": [
+      1125517711,
+      1126372160
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.49274695799977053,
+  "diagnostic_simulation_seconds": 5.717921740000747,
+  "wall_seconds": 6.7532781479967525,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe",
+    "requests.npz": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..2e9882c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "728bdaea83a1af997ffc2776b64a747d713dcabbf390bbadb69c98b867ca6c9a",
+  "final_apl_state_float32": [
+    150.49346923828125,
+    166.00265502929688
+  ],
+  "final_apl_state_u32_bits": [
+    1125547604,
+    1126564014
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..e2cdef1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv
@@ -0,0 +1,100 @@
+tick,neuron_idx,attempted,accepted,rejected
+16,2493,1,1,0
+43,6842,1,1,0
+49,2347,1,1,0
+63,131226,1,1,0
+84,4505,1,1,0
+86,8504,1,1,0
+92,130472,1,1,0
+93,6842,1,1,0
+104,4311,1,1,0
+106,4505,1,1,0
+107,4311,1,0,1
+112,9188,1,1,0
+116,1890,1,1,0
+128,3202,1,1,0
+151,7679,1,1,0
+152,7781,1,1,0
+157,2010,1,1,0
+164,2347,1,1,0
+169,9370,1,1,0
+207,1514,1,1,0
+216,21802,1,1,0
+235,2231,1,1,0
+244,4505,1,0,1
+248,7781,1,0,1
+251,2970,1,0,1
+256,2231,1,0,1
+266,4311,1,1,0
+272,1890,1,1,0
+278,2601,1,0,1
+281,3202,1,1,0
+281,131226,1,0,1
+291,189,1,1,0
+294,4505,1,0,1
+309,7781,1,0,1
+326,131226,1,0,1
+330,7781,1,1,0
+335,2010,1,0,1
+336,2231,1,1,0
+366,3252,1,0,1
+380,2231,1,1,0
+383,131226,1,0,1
+387,3202,1,1,0
+412,130497,1,0,1
+417,2994,1,0,1
+454,7781,1,1,0
+456,9370,1,1,0
+470,5519,1,1,0
+473,3202,1,1,0
+481,130497,1,1,0
+495,189,1,1,0
+505,5519,1,1,0
+518,14839,1,1,0
+525,3202,1,0,1
+559,9188,1,1,0
+564,7781,1,1,0
+567,1927,1,1,0
+585,3252,1,1,0
+603,131226,1,1,0
+606,130472,1,1,0
+611,4505,1,1,0
+612,131226,1,0,1
+616,12644,1,1,0
+629,331,1,1,0
+641,1890,1,1,0
+645,1927,1,1,0
+647,2231,1,1,0
+650,130497,1,0,1
+653,2231,1,0,1
+668,6842,1,1,0
+675,4311,1,1,0
+685,21802,1,1,0
+690,5519,1,0,1
+693,6842,1,1,0
+704,8001,1,0,1
+709,1514,1,0,1
+711,6842,1,0,1
+714,2601,1,1,0
+730,2010,1,1,0
+732,21802,1,1,0
+733,2231,1,1,0
+755,2601,1,1,0
+755,12644,1,1,0
+791,331,1,0,1
+813,1890,1,1,0
+826,131226,1,0,1
+835,159,1,0,1
+838,2994,1,1,0
+882,1890,1,1,0
+886,130472,1,0,1
+890,130497,1,1,0
+900,130472,1,0,1
+931,3202,1,0,1
+937,4505,1,0,1
+944,9370,1,0,1
+965,189,1,1,0
+967,4311,1,0,1
+971,9188,1,1,0
+989,9975,1,1,0
+990,2231,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json
new file mode 100644
index 0000000..c4aaa5d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28600,
+  "requested": 99,
+  "accepted_requests": 67,
+  "rejected_requests": 32,
+  "arriving_edges": 13852643,
+  "accepted_arriving_edges": 12754177,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "728bdaea83a1af997ffc2776b64a747d713dcabbf390bbadb69c98b867ca6c9a",
+    "final_apl_state_float32": [
+      150.49346923828125,
+      166.00265502929688
+    ],
+    "final_apl_state_u32_bits": [
+      1125547604,
+      1126564014
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4719257050019223,
+  "diagnostic_simulation_seconds": 5.382687327997701,
+  "wall_seconds": 6.410132977001922,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e",
+    "requests.npz": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..40b190f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "65d357b0f97d6002058732a598d0edb4bf1261884e46d1689c165e323d61b363",
+  "final_apl_state_float32": [
+    151.63238525390625,
+    163.08827209472656
+  ],
+  "final_apl_state_u32_bits": [
+    1125622244,
+    1126373017
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..f38b7bb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv
@@ -0,0 +1,99 @@
+tick,neuron_idx,attempted,accepted,rejected
+17,9975,1,1,0
+21,131226,1,1,0
+40,131226,1,0,1
+50,130472,1,1,0
+53,8504,1,1,0
+54,7781,1,1,0
+60,4311,1,1,0
+68,130497,1,1,0
+69,2347,1,1,0
+72,130472,1,1,0
+77,2010,1,1,0
+78,4311,1,0,1
+86,1927,1,1,0
+104,3252,1,1,0
+133,6842,1,1,0
+134,2970,1,1,0
+146,130472,1,1,0
+157,159,1,1,0
+172,130472,1,1,0
+178,1890,1,1,0
+202,189,1,1,0
+218,3252,1,1,0
+227,2347,1,1,0
+231,1890,1,1,0
+234,4505,1,1,0
+239,1514,1,1,0
+255,130497,1,0,1
+271,9188,1,1,0
+277,7781,1,1,0
+285,2347,1,1,0
+295,3345,1,0,1
+304,2231,1,1,0
+310,2601,1,0,1
+335,130472,1,1,0
+348,4311,1,0,1
+364,131226,1,1,0
+373,3202,1,1,0
+385,9370,1,1,0
+391,3252,1,1,0
+395,8001,1,0,1
+396,2601,1,1,0
+406,14839,1,1,0
+407,4505,1,1,0
+417,2347,1,0,1
+425,5519,1,0,1
+426,131226,1,1,0
+432,7781,1,1,0
+437,130472,1,1,0
+448,9370,1,1,0
+450,7781,1,0,1
+455,8504,1,1,0
+471,2347,1,0,1
+484,4311,1,0,1
+510,6842,1,1,0
+512,9370,1,1,0
+535,7781,1,1,0
+543,331,1,1,0
+547,1927,1,0,1
+556,2943,1,1,0
+570,131226,1,0,1
+571,3202,1,0,1
+572,3252,1,0,1
+577,2010,1,0,1
+582,130472,1,1,0
+609,1890,1,1,0
+613,5519,1,1,0
+613,8504,1,1,0
+624,130472,1,1,0
+633,130472,1,0,1
+668,7679,1,1,0
+684,130472,1,1,0
+692,12644,1,1,0
+694,7679,1,1,0
+708,131226,1,1,0
+710,2010,1,0,1
+714,9975,1,1,0
+724,3252,1,0,1
+727,4311,1,1,0
+730,189,1,1,0
+733,5519,1,1,0
+735,5519,1,0,1
+776,131226,1,0,1
+779,130472,1,1,0
+791,7679,1,1,0
+793,331,1,0,1
+817,14839,1,1,0
+825,7781,1,1,0
+828,14839,1,0,1
+839,8504,1,1,0
+852,1890,1,1,0
+853,7781,1,1,0
+864,1890,1,0,1
+883,2347,1,1,0
+908,3202,1,1,0
+916,9975,1,1,0
+953,3252,1,1,0
+958,159,1,1,0
+958,130497,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json
new file mode 100644
index 0000000..4f36db6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29389,
+  "requested": 98,
+  "accepted_requests": 73,
+  "rejected_requests": 25,
+  "arriving_edges": 14194336,
+  "accepted_arriving_edges": 13070340,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "65d357b0f97d6002058732a598d0edb4bf1261884e46d1689c165e323d61b363",
+    "final_apl_state_float32": [
+      151.63238525390625,
+      163.08827209472656
+    ],
+    "final_apl_state_u32_bits": [
+      1125622244,
+      1126373017
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4611617659975309,
+  "diagnostic_simulation_seconds": 5.429438641000161,
+  "wall_seconds": 6.442607682998641,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0",
+    "requests.npz": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fcc8c6a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a988b18193d9175baf323b4600dfa37f81e046ad69f6839f9cf9030df9002142",
+  "final_apl_state_float32": [
+    156.23875427246094,
+    165.24472045898438
+  ],
+  "final_apl_state_u32_bits": [
+    1125924127,
+    1126514342
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..28a7aca
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv
@@ -0,0 +1,83 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,131226,1,1,0
+8,2347,1,1,0
+55,1890,1,1,0
+61,2347,1,1,0
+67,1890,1,0,1
+84,3252,1,1,0
+109,1927,1,1,0
+119,9188,1,1,0
+122,131226,1,1,0
+126,131226,1,0,1
+130,2347,1,1,0
+148,2601,1,1,0
+153,131226,1,1,0
+158,1514,1,1,0
+158,3252,1,1,0
+160,2601,1,0,1
+172,5519,1,1,0
+248,4505,1,1,0
+269,9975,1,1,0
+304,130497,1,1,0
+305,159,1,0,1
+332,2231,1,1,0
+335,4026,1,1,0
+341,159,1,1,0
+354,6842,1,0,1
+372,1927,1,0,1
+381,4311,1,1,0
+400,1890,1,0,1
+401,2010,1,1,0
+405,130497,1,1,0
+414,3202,1,0,1
+420,3161,1,1,0
+426,12644,1,1,0
+457,5519,1,0,1
+464,7781,1,1,0
+488,7781,1,1,0
+491,5519,1,1,0
+496,2231,1,1,0
+527,9188,1,1,0
+543,6842,1,1,0
+547,1191,1,1,0
+552,2010,1,1,0
+572,4505,1,1,0
+581,5519,1,0,1
+584,6842,1,1,0
+584,7679,1,1,0
+587,6842,1,0,1
+598,4505,1,1,0
+613,1514,1,0,1
+617,2601,1,0,1
+647,131226,1,0,1
+657,130472,1,1,0
+658,3202,1,1,0
+662,130472,1,0,1
+673,5519,1,1,0
+698,331,1,0,1
+711,2231,1,1,0
+727,8001,1,1,0
+729,159,1,1,0
+747,130472,1,0,1
+751,5519,1,0,1
+762,130497,1,0,1
+786,130472,1,1,0
+801,1927,1,1,0
+802,1514,1,1,0
+826,2586,1,1,0
+846,2347,1,0,1
+855,4311,1,1,0
+861,1890,1,1,0
+867,10769,1,1,0
+874,2994,1,1,0
+878,1890,1,0,1
+881,130472,1,0,1
+910,2535,1,1,0
+921,130472,1,1,0
+930,130472,1,0,1
+935,8504,1,1,0
+942,131226,1,1,0
+948,1890,1,1,0
+950,4173,1,0,1
+958,10769,1,1,0
+991,2347,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json
new file mode 100644
index 0000000..a7ad90d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-03-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 26493,
+  "requested": 82,
+  "accepted_requests": 57,
+  "rejected_requests": 25,
+  "arriving_edges": 12608683,
+  "accepted_arriving_edges": 11569332,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a988b18193d9175baf323b4600dfa37f81e046ad69f6839f9cf9030df9002142",
+    "final_apl_state_float32": [
+      156.23875427246094,
+      165.24472045898438
+    ],
+    "final_apl_state_u32_bits": [
+      1125924127,
+      1126514342
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4663849589996971,
+  "diagnostic_simulation_seconds": 5.363118119999854,
+  "wall_seconds": 6.39679216100194,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca",
+    "requests.npz": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..3f1f882
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "062b40e647d54d40423b08e8dfce66c066c76fca30c627c02178b70a5edf349e",
+  "final_apl_state_float32": [
+    150.74395751953125,
+    172.3141632080078
+  ],
+  "final_apl_state_u32_bits": [
+    1125564020,
+    1126977645
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..3b1208f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv
@@ -0,0 +1,63 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,2029,1,1,0
+37,5519,1,1,0
+74,1927,1,1,0
+114,3345,1,1,0
+128,1011,1,1,0
+133,130472,1,1,0
+147,999,1,1,0
+156,130497,1,1,0
+229,130753,1,0,1
+238,5519,1,1,0
+308,1927,1,0,1
+325,1011,1,1,0
+337,2586,1,0,1
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+399,4311,1,1,0
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+528,130472,1,1,0
+538,7781,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+557,3202,1,0,1
+573,1011,1,1,0
+579,131226,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+613,131226,1,1,0
+650,2010,1,1,0
+654,2231,1,1,0
+698,1514,1,1,0
+763,130497,1,1,0
+764,1890,1,0,1
+794,2029,1,0,1
+815,130753,1,1,0
+816,4505,1,1,0
+832,999,1,0,1
+846,2601,1,1,0
+855,999,1,1,0
+876,1011,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+906,331,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,0,1
+960,1011,1,0,1
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json
new file mode 100644
index 0000000..a5e3810
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27631,
+  "requested": 62,
+  "accepted_requests": 46,
+  "rejected_requests": 16,
+  "arriving_edges": 13316943,
+  "accepted_arriving_edges": 12255006,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "062b40e647d54d40423b08e8dfce66c066c76fca30c627c02178b70a5edf349e",
+    "final_apl_state_float32": [
+      150.74395751953125,
+      172.3141632080078
+    ],
+    "final_apl_state_u32_bits": [
+      1125564020,
+      1126977645
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4649192540018703,
+  "diagnostic_simulation_seconds": 5.380592987999989,
+  "wall_seconds": 6.398489053000958,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+    "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..3f1f882
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "062b40e647d54d40423b08e8dfce66c066c76fca30c627c02178b70a5edf349e",
+  "final_apl_state_float32": [
+    150.74395751953125,
+    172.3141632080078
+  ],
+  "final_apl_state_u32_bits": [
+    1125564020,
+    1126977645
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..3b1208f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv
@@ -0,0 +1,63 @@
+tick,neuron_idx,attempted,accepted,rejected
+15,2943,1,1,0
+15,7781,1,1,0
+37,2029,1,1,0
+37,5519,1,1,0
+74,1927,1,1,0
+114,3345,1,1,0
+128,1011,1,1,0
+133,130472,1,1,0
+147,999,1,1,0
+156,130497,1,1,0
+229,130753,1,0,1
+238,5519,1,1,0
+308,1927,1,0,1
+325,1011,1,1,0
+337,2586,1,0,1
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+399,4311,1,1,0
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+479,2029,1,1,0
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+528,130472,1,1,0
+538,7781,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+557,3202,1,0,1
+573,1011,1,1,0
+579,131226,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+613,131226,1,1,0
+650,2010,1,1,0
+654,2231,1,1,0
+698,1514,1,1,0
+763,130497,1,1,0
+764,1890,1,0,1
+794,2029,1,0,1
+815,130753,1,1,0
+816,4505,1,1,0
+832,999,1,0,1
+846,2601,1,1,0
+855,999,1,1,0
+876,1011,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+906,331,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,0,1
+960,1011,1,0,1
+960,4311,1,0,1
+971,1890,1,1,0
+995,130753,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json
new file mode 100644
index 0000000..5f117eb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27631,
+  "requested": 62,
+  "accepted_requests": 46,
+  "rejected_requests": 16,
+  "arriving_edges": 13316943,
+  "accepted_arriving_edges": 12255006,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "062b40e647d54d40423b08e8dfce66c066c76fca30c627c02178b70a5edf349e",
+    "final_apl_state_float32": [
+      150.74395751953125,
+      172.3141632080078
+    ],
+    "final_apl_state_u32_bits": [
+      1125564020,
+      1126977645
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4686360790001345,
+  "diagnostic_simulation_seconds": 5.30207746400265,
+  "wall_seconds": 6.318079060998571,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+    "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fc03943
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a26baab58a0a498d7d03ed2ec816a94719a6d7cd06bc279fc6c2f234d833ebfa",
+  "final_apl_state_float32": [
+    155.4713592529297,
+    165.15948486328125
+  ],
+  "final_apl_state_u32_bits": [
+    1125873835,
+    1126508756
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..da2ca37
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv
@@ -0,0 +1,87 @@
+tick,neuron_idx,attempted,accepted,rejected
+8,5519,1,1,0
+10,2601,1,1,0
+24,131226,1,1,0
+31,2970,1,1,0
+33,1890,1,1,0
+37,1011,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,4505,1,1,0
+93,5519,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+182,999,1,0,1
+202,130753,1,1,0
+216,2231,1,1,0
+216,2970,1,1,0
+219,999,1,1,0
+223,130753,1,0,1
+235,130472,1,0,1
+250,2029,1,0,1
+256,2231,1,1,0
+259,2927,1,0,1
+273,130753,1,0,1
+286,999,1,1,0
+287,2231,1,1,0
+287,130753,1,1,0
+293,2601,1,1,0
+305,2347,1,1,0
+309,2010,1,1,0
+330,2601,1,1,0
+336,999,1,1,0
+398,2231,1,1,0
+419,4311,1,1,0
+421,2029,1,1,0
+427,3202,1,1,0
+465,1011,1,0,1
+492,130753,1,0,1
+500,130472,1,1,0
+508,1011,1,1,0
+521,131226,1,1,0
+547,1011,1,1,0
+562,4311,1,1,0
+568,130753,1,0,1
+579,2347,1,1,0
+581,130753,1,1,0
+606,2347,1,1,0
+606,4505,1,1,0
+609,12644,1,1,0
+619,2029,1,0,1
+619,2601,1,1,0
+629,2231,1,1,0
+633,3345,1,1,0
+636,3202,1,1,0
+639,3202,1,0,1
+655,331,1,1,0
+659,2029,1,1,0
+689,2010,1,1,0
+691,999,1,1,0
+704,2010,1,0,1
+708,2010,1,0,1
+724,1011,1,1,0
+730,1011,1,0,1
+749,7781,1,1,0
+750,2231,1,0,1
+753,3252,1,0,1
+757,2029,1,1,0
+761,2601,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,1,0
+824,1011,1,1,0
+826,130753,1,1,0
+828,130753,1,0,1
+831,1514,1,1,0
+839,4311,1,1,0
+841,2029,1,1,0
+872,999,1,1,0
+877,7781,1,1,0
+890,130753,1,1,0
+904,5519,1,1,0
+936,2029,1,1,0
+944,3202,1,1,0
+952,2601,1,1,0
+972,1890,1,1,0
+986,2347,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json
new file mode 100644
index 0000000..5e62c15
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 28277,
+  "requested": 86,
+  "accepted_requests": 69,
+  "rejected_requests": 17,
+  "arriving_edges": 13624680,
+  "accepted_arriving_edges": 12546192,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a26baab58a0a498d7d03ed2ec816a94719a6d7cd06bc279fc6c2f234d833ebfa",
+    "final_apl_state_float32": [
+      155.4713592529297,
+      165.15948486328125
+    ],
+    "final_apl_state_u32_bits": [
+      1125873835,
+      1126508756
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4678387229978398,
+  "diagnostic_simulation_seconds": 5.404513784000301,
+  "wall_seconds": 6.428711619999376,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b",
+    "requests.npz": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..25adcbc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "0581c1f714f8a86ab2aaee60a09450e80fcfcc18a3d7f2d8ebf0f8acf1fb3cc4",
+  "final_apl_state_float32": [
+    150.33140563964844,
+    164.16030883789062
+  ],
+  "final_apl_state_u32_bits": [
+    1125536983,
+    1126443274
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..d257369
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv
@@ -0,0 +1,94 @@
+tick,neuron_idx,attempted,accepted,rejected
+2,1011,1,1,0
+15,9975,1,1,0
+34,2601,1,1,0
+45,130753,1,1,0
+64,1514,1,1,0
+77,4505,1,1,0
+79,2231,1,1,0
+88,999,1,1,0
+95,3252,1,1,0
+106,2231,1,1,0
+109,1011,1,1,0
+117,2010,1,1,0
+138,999,1,1,0
+139,1927,1,1,0
+173,2029,1,0,1
+181,1011,1,1,0
+190,5519,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+242,999,1,1,0
+255,999,1,0,1
+257,130753,1,1,0
+258,130497,1,1,0
+259,4311,1,1,0
+269,1011,1,1,0
+283,2010,1,1,0
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,1,0
+316,3202,1,0,1
+351,131226,1,0,1
+375,2029,1,1,0
+382,2347,1,1,0
+412,999,1,1,0
+413,999,1,0,1
+430,1890,1,1,0
+433,130753,1,0,1
+463,2231,1,1,0
+482,1514,1,1,0
+512,130753,1,1,0
+515,1011,1,1,0
+517,7781,1,1,0
+520,9188,1,0,1
+534,7781,1,0,1
+535,2029,1,1,0
+556,3252,1,1,0
+560,6842,1,1,0
+564,2347,1,1,0
+577,2231,1,1,0
+583,1011,1,0,1
+593,5519,1,0,1
+598,2029,1,1,0
+611,4505,1,1,0
+620,2601,1,0,1
+623,1890,1,0,1
+632,2029,1,1,0
+645,130497,1,1,0
+654,130472,1,1,0
+667,1011,1,0,1
+669,189,1,1,0
+692,999,1,1,0
+692,2010,1,0,1
+693,130753,1,1,0
+711,5519,1,1,0
+712,2601,1,1,0
+717,2601,1,0,1
+723,131226,1,1,0
+725,130753,1,1,0
+732,4311,1,0,1
+765,1890,1,1,0
+768,4173,1,1,0
+797,130753,1,1,0
+806,6842,1,1,0
+809,1514,1,0,1
+813,4311,1,1,0
+817,331,1,1,0
+853,1927,1,0,1
+858,131226,1,1,0
+862,6842,1,1,0
+863,1011,1,1,0
+864,999,1,1,0
+865,999,1,0,1
+866,7781,1,0,1
+885,7781,1,1,0
+903,2493,1,1,0
+906,3345,1,1,0
+923,3202,1,0,1
+932,2029,1,0,1
+934,5519,1,0,1
+946,130753,1,0,1
+948,2029,1,1,0
+978,2347,1,1,0
+981,999,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json
new file mode 100644
index 0000000..62d779a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29438,
+  "requested": 93,
+  "accepted_requests": 69,
+  "rejected_requests": 24,
+  "arriving_edges": 14271779,
+  "accepted_arriving_edges": 13144445,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "0581c1f714f8a86ab2aaee60a09450e80fcfcc18a3d7f2d8ebf0f8acf1fb3cc4",
+    "final_apl_state_float32": [
+      150.33140563964844,
+      164.16030883789062
+    ],
+    "final_apl_state_u32_bits": [
+      1125536983,
+      1126443274
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4670799990017258,
+  "diagnostic_simulation_seconds": 5.40577262700026,
+  "wall_seconds": 6.419628296000155,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b",
+    "requests.npz": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..176a1f8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "cac2239a050a067d0005cafb991f644316d0394861985e121cc0eda87e02e0df",
+  "final_apl_state_float32": [
+    156.5384979248047,
+    167.5611572265625
+  ],
+  "final_apl_state_u32_bits": [
+    1125943771,
+    1126666152
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..a2d3b8c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv
@@ -0,0 +1,88 @@
+tick,neuron_idx,attempted,accepted,rejected
+21,2029,1,1,0
+30,4311,1,1,0
+33,999,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+91,2231,1,1,0
+95,2927,1,1,0
+123,159,1,1,0
+144,331,1,0,1
+145,130472,1,1,0
+151,2347,1,0,1
+158,999,1,0,1
+194,130753,1,0,1
+208,2347,1,1,0
+212,2029,1,1,0
+214,1011,1,1,0
+219,331,1,1,0
+221,2029,1,0,1
+228,5519,1,1,0
+244,130497,1,1,0
+244,130753,1,1,0
+248,130753,1,0,1
+254,3202,1,0,1
+262,7781,1,1,0
+271,8001,1,1,0
+307,130472,1,1,0
+319,4311,1,0,1
+334,1011,1,1,0
+341,2347,1,0,1
+343,331,1,1,0
+353,7679,1,1,0
+372,2601,1,1,0
+390,2010,1,1,0
+391,6842,1,1,0
+396,7781,1,1,0
+412,130753,1,1,0
+431,2347,1,1,0
+432,130753,1,0,1
+435,2029,1,1,0
+443,2927,1,1,0
+469,999,1,1,0
+490,189,1,1,0
+493,331,1,0,1
+498,8504,1,1,0
+506,130753,1,0,1
+523,6842,1,0,1
+529,5519,1,0,1
+529,130497,1,1,0
+546,131226,1,0,1
+559,5519,1,1,0
+562,5519,1,0,1
+568,1011,1,1,0
+578,4505,1,1,0
+581,1927,1,1,0
+585,1011,1,0,1
+612,2601,1,0,1
+634,130753,1,0,1
+664,4311,1,0,1
+666,2601,1,0,1
+673,130472,1,1,0
+685,1011,1,1,0
+691,999,1,1,0
+692,2029,1,1,0
+714,130472,1,1,0
+727,1514,1,1,0
+750,2029,1,1,0
+756,2010,1,1,0
+759,14839,1,1,0
+783,2231,1,1,0
+821,131226,1,1,0
+822,130753,1,1,0
+832,2010,1,0,1
+855,3252,1,1,0
+863,6842,1,0,1
+873,130472,1,1,0
+878,2493,1,1,0
+927,2010,1,0,1
+932,1514,1,1,0
+960,2601,1,1,0
+977,2029,1,0,1
+983,1927,1,0,1
+986,130753,1,1,0
+992,3252,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json
new file mode 100644
index 0000000..4454b37
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29353,
+  "requested": 87,
+  "accepted_requests": 61,
+  "rejected_requests": 26,
+  "arriving_edges": 14137046,
+  "accepted_arriving_edges": 12981652,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "cac2239a050a067d0005cafb991f644316d0394861985e121cc0eda87e02e0df",
+    "final_apl_state_float32": [
+      156.5384979248047,
+      167.5611572265625
+    ],
+    "final_apl_state_u32_bits": [
+      1125943771,
+      1126666152
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4653276250028284,
+  "diagnostic_simulation_seconds": 5.408143963999464,
+  "wall_seconds": 6.415403710001556,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291",
+    "requests.npz": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..69ab9a6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "645cf78c04c812e3dc1c3ffc214b8a11c77d145dcf9aab49071bbdbaaff89419",
+  "final_apl_state_float32": [
+    154.17599487304688,
+    162.76150512695312
+  ],
+  "final_apl_state_u32_bits": [
+    1125788942,
+    1126351602
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..7e1f659
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv
@@ -0,0 +1,75 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,130472,1,1,0
+12,999,1,1,0
+77,3252,1,1,0
+95,1890,1,1,0
+100,2010,1,1,0
+120,3202,1,1,0
+124,331,1,1,0
+139,3202,1,0,1
+146,1011,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+210,999,1,1,0
+242,1011,1,1,0
+245,3252,1,1,0
+245,130497,1,1,0
+246,3345,1,1,0
+272,999,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+307,4026,1,1,0
+312,3252,1,0,1
+313,5519,1,1,0
+317,3202,1,1,0
+341,1927,1,0,1
+367,2347,1,1,0
+369,2029,1,1,0
+376,130753,1,1,0
+379,189,1,1,0
+385,2927,1,1,0
+398,1191,1,1,0
+419,2231,1,0,1
+425,1927,1,1,0
+436,3202,1,1,0
+480,2029,1,0,1
+501,130472,1,0,1
+506,2010,1,1,0
+524,6842,1,1,0
+535,2601,1,1,0
+538,130497,1,1,0
+550,130753,1,1,0
+562,10769,1,1,0
+566,4311,1,1,0
+568,2601,1,1,0
+572,999,1,1,0
+576,1514,1,1,0
+578,1011,1,1,0
+635,2029,1,0,1
+666,1011,1,1,0
+698,130753,1,0,1
+698,131226,1,0,1
+751,131226,1,0,1
+757,2994,1,1,0
+763,331,1,0,1
+776,2010,1,0,1
+777,4505,1,1,0
+788,3202,1,1,0
+795,2231,1,0,1
+801,4173,1,1,0
+804,130753,1,1,0
+807,4505,1,1,0
+834,2970,1,0,1
+852,5519,1,0,1
+853,2029,1,0,1
+857,10769,1,1,0
+871,130753,1,1,0
+878,331,1,1,0
+881,2029,1,1,0
+883,1011,1,1,0
+899,3202,1,1,0
+943,5519,1,1,0
+944,3161,1,1,0
+996,130472,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json
new file mode 100644
index 0000000..3370c85
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-04-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 27031,
+  "requested": 74,
+  "accepted_requests": 57,
+  "rejected_requests": 17,
+  "arriving_edges": 12812753,
+  "accepted_arriving_edges": 11755820,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "645cf78c04c812e3dc1c3ffc214b8a11c77d145dcf9aab49071bbdbaaff89419",
+    "final_apl_state_float32": [
+      154.17599487304688,
+      162.76150512695312
+    ],
+    "final_apl_state_u32_bits": [
+      1125788942,
+      1126351602
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4648133769987908,
+  "diagnostic_simulation_seconds": 5.329198123003152,
+  "wall_seconds": 6.33755623399702,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686",
+    "requests.npz": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json
new file mode 100644
index 0000000..a1dc6da
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "029a0512b20e4ae8a7a06717f48e734aa904974cdb2e6211cf0c888f216a3506",
+  "final_apl_state_float32": [
+    155.3387908935547,
+    168.57374572753906
+  ],
+  "final_apl_state_u32_bits": [
+    1125865147,
+    1126732513
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv
new file mode 100644
index 0000000..721e6e0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv
@@ -0,0 +1,186 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+40,360,1,1,0
+43,159,1,0,1
+56,522,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+71,189,1,1,0
+74,1927,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+84,131226,1,1,0
+99,189,1,1,0
+100,131226,1,0,1
+111,159,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+118,522,1,0,1
+133,130472,1,0,1
+149,21802,1,1,0
+156,130497,1,1,0
+161,189,1,1,0
+161,4311,1,1,0
+163,360,1,1,0
+166,3202,1,1,0
+178,2010,1,0,1
+191,189,1,1,0
+208,522,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+241,130472,1,0,1
+244,8001,1,1,0
+294,159,1,0,1
+302,360,1,1,0
+308,1927,1,1,0
+325,1011,1,0,1
+337,2586,1,1,0
+342,159,1,0,1
+342,130753,1,1,0
+351,1514,1,1,0
+361,1514,1,0,1
+372,2347,1,0,1
+374,1927,1,1,0
+378,189,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,0,1
+395,360,1,1,0
+397,189,1,0,1
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+427,130472,1,1,0
+434,522,1,1,0
+440,189,1,0,1
+461,10769,1,1,0
+468,130472,1,1,0
+469,3252,1,1,0
+475,360,1,1,0
+476,159,1,1,0
+487,1514,1,1,0
+489,1514,1,0,1
+494,159,1,0,1
+497,130753,1,1,0
+506,999,1,1,0
+507,12644,1,1,0
+511,3202,1,1,0
+515,159,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+525,159,1,0,1
+528,130472,1,1,0
+529,360,1,1,0
+530,159,1,0,1
+538,7781,1,1,0
+545,189,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+557,3202,1,1,0
+560,159,1,1,0
+568,130472,1,1,0
+579,131226,1,1,0
+595,159,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+610,10769,1,0,1
+613,131226,1,1,0
+614,4505,1,1,0
+616,522,1,1,0
+617,522,1,0,1
+626,131226,1,0,1
+643,522,1,1,0
+645,189,1,1,0
+646,159,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+655,522,1,0,1
+657,2347,1,1,0
+663,360,1,1,0
+663,7781,1,1,0
+667,10769,1,1,0
+683,189,1,0,1
+696,159,1,0,1
+698,1514,1,1,0
+701,2347,1,1,0
+703,7781,1,1,0
+704,12644,1,0,1
+716,1514,1,0,1
+722,2347,1,0,1
+725,159,1,1,0
+727,522,1,1,0
+727,6842,1,1,0
+729,130472,1,1,0
+731,159,1,0,1
+737,189,1,0,1
+745,2010,1,1,0
+746,360,1,1,0
+750,189,1,1,0
+754,3252,1,1,0
+755,130472,1,1,0
+763,130497,1,1,0
+764,1890,1,1,0
+767,159,1,0,1
+772,131226,1,1,0
+782,9975,1,1,0
+787,1514,1,1,0
+794,2029,1,0,1
+804,189,1,0,1
+804,1890,1,1,0
+815,130753,1,0,1
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,0,1
+827,131226,1,1,0
+830,189,1,1,0
+834,522,1,1,0
+846,2601,1,0,1
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+877,1890,1,1,0
+878,189,1,1,0
+878,9975,1,1,0
+879,2231,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+892,189,1,0,1
+893,2347,1,1,0
+898,522,1,1,0
+906,331,1,1,0
+906,2010,1,1,0
+910,189,1,1,0
+921,5519,1,1,0
+922,159,1,1,0
+930,5519,1,0,1
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+943,1890,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json
new file mode 100644
index 0000000..3ebe47f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 32142,
+  "requested": 185,
+  "accepted_requests": 136,
+  "rejected_requests": 49,
+  "arriving_edges": 15497685,
+  "accepted_arriving_edges": 14271565,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "029a0512b20e4ae8a7a06717f48e734aa904974cdb2e6211cf0c888f216a3506",
+    "final_apl_state_float32": [
+      155.3387908935547,
+      168.57374572753906
+    ],
+    "final_apl_state_u32_bits": [
+      1125865147,
+      1126732513
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.466538053999102,
+  "diagnostic_simulation_seconds": 5.731452059997537,
+  "wall_seconds": 6.753645813998446,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+    "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json
new file mode 100644
index 0000000..a1dc6da
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "029a0512b20e4ae8a7a06717f48e734aa904974cdb2e6211cf0c888f216a3506",
+  "final_apl_state_float32": [
+    155.3387908935547,
+    168.57374572753906
+  ],
+  "final_apl_state_u32_bits": [
+    1125865147,
+    1126732513
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv
new file mode 100644
index 0000000..721e6e0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv
@@ -0,0 +1,186 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+40,360,1,1,0
+43,159,1,0,1
+56,522,1,1,0
+59,5519,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+71,189,1,1,0
+74,1927,1,1,0
+76,2347,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+84,7781,1,1,0
+84,131226,1,1,0
+99,189,1,1,0
+100,131226,1,0,1
+111,159,1,1,0
+111,7781,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+117,2231,1,1,0
+118,522,1,0,1
+133,130472,1,0,1
+149,21802,1,1,0
+156,130497,1,1,0
+161,189,1,1,0
+161,4311,1,1,0
+163,360,1,1,0
+166,3202,1,1,0
+178,2010,1,0,1
+191,189,1,1,0
+208,522,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+241,130472,1,0,1
+244,8001,1,1,0
+294,159,1,0,1
+302,360,1,1,0
+308,1927,1,1,0
+325,1011,1,0,1
+337,2586,1,1,0
+342,159,1,0,1
+342,130753,1,1,0
+351,1514,1,1,0
+361,1514,1,0,1
+372,2347,1,0,1
+374,1927,1,1,0
+378,189,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,0,1
+395,360,1,1,0
+397,189,1,0,1
+399,4311,1,1,0
+400,4311,1,0,1
+404,8504,1,1,0
+405,131226,1,0,1
+413,1890,1,1,0
+414,999,1,1,0
+427,130472,1,1,0
+434,522,1,1,0
+440,189,1,0,1
+461,10769,1,1,0
+468,130472,1,1,0
+469,3252,1,1,0
+475,360,1,1,0
+476,159,1,1,0
+487,1514,1,1,0
+489,1514,1,0,1
+494,159,1,0,1
+497,130753,1,1,0
+506,999,1,1,0
+507,12644,1,1,0
+511,3202,1,1,0
+515,159,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+525,159,1,0,1
+528,130472,1,1,0
+529,360,1,1,0
+530,159,1,0,1
+538,7781,1,1,0
+545,189,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+557,3202,1,1,0
+560,159,1,1,0
+568,130472,1,1,0
+579,131226,1,1,0
+595,159,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+610,10769,1,0,1
+613,131226,1,1,0
+614,4505,1,1,0
+616,522,1,1,0
+617,522,1,0,1
+626,131226,1,0,1
+643,522,1,1,0
+645,189,1,1,0
+646,159,1,0,1
+650,2010,1,1,0
+654,2231,1,1,0
+655,522,1,0,1
+657,2347,1,1,0
+663,360,1,1,0
+663,7781,1,1,0
+667,10769,1,1,0
+683,189,1,0,1
+696,159,1,0,1
+698,1514,1,1,0
+701,2347,1,1,0
+703,7781,1,1,0
+704,12644,1,0,1
+716,1514,1,0,1
+722,2347,1,0,1
+725,159,1,1,0
+727,522,1,1,0
+727,6842,1,1,0
+729,130472,1,1,0
+731,159,1,0,1
+737,189,1,0,1
+745,2010,1,1,0
+746,360,1,1,0
+750,189,1,1,0
+754,3252,1,1,0
+755,130472,1,1,0
+763,130497,1,1,0
+764,1890,1,1,0
+767,159,1,0,1
+772,131226,1,1,0
+782,9975,1,1,0
+787,1514,1,1,0
+794,2029,1,0,1
+804,189,1,0,1
+804,1890,1,1,0
+815,130753,1,0,1
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,0,1
+827,131226,1,1,0
+830,189,1,1,0
+834,522,1,1,0
+846,2601,1,0,1
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+877,1890,1,1,0
+878,189,1,1,0
+878,9975,1,1,0
+879,2231,1,1,0
+879,4311,1,1,0
+884,3202,1,1,0
+890,7781,1,1,0
+892,189,1,0,1
+893,2347,1,1,0
+898,522,1,1,0
+906,331,1,1,0
+906,2010,1,1,0
+910,189,1,1,0
+921,5519,1,1,0
+922,159,1,1,0
+930,5519,1,0,1
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+943,1890,1,1,0
+960,4311,1,0,1
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json
new file mode 100644
index 0000000..26df2ba
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741825",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 32142,
+  "requested": 185,
+  "accepted_requests": 136,
+  "rejected_requests": 49,
+  "arriving_edges": 15497685,
+  "accepted_arriving_edges": 14271565,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "029a0512b20e4ae8a7a06717f48e734aa904974cdb2e6211cf0c888f216a3506",
+    "final_apl_state_float32": [
+      155.3387908935547,
+      168.57374572753906
+    ],
+    "final_apl_state_u32_bits": [
+      1125865147,
+      1126732513
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46695568900031503,
+  "diagnostic_simulation_seconds": 5.480287386999407,
+  "wall_seconds": 6.499595805998979,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+    "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json
new file mode 100644
index 0000000..bb2bcd0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a3e665d4ef75090c9025ca14a8fb339b622b63a0c1e2c3abc09d8b87e9486b0a",
+  "final_apl_state_float32": [
+    152.45419311523438,
+    171.2637176513672
+  ],
+  "final_apl_state_u32_bits": [
+    1125676102,
+    1126908803
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv
new file mode 100644
index 0000000..f5559fa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv
@@ -0,0 +1,182 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,2994,1,1,0
+8,5519,1,1,0
+10,2601,1,1,0
+16,360,1,1,0
+18,1890,1,1,0
+18,130472,1,1,0
+20,9975,1,1,0
+24,131226,1,1,0
+25,189,1,1,0
+28,5519,1,0,1
+31,2970,1,1,0
+33,1890,1,0,1
+48,2347,1,1,0
+53,159,1,1,0
+53,9975,1,1,0
+57,189,1,1,0
+61,4311,1,1,0
+63,2943,1,1,0
+65,2231,1,1,0
+65,4505,1,1,0
+70,7781,1,1,0
+93,5519,1,1,0
+94,10769,1,1,0
+100,189,1,1,0
+102,130472,1,1,0
+107,3202,1,1,0
+109,4311,1,1,0
+113,360,1,0,1
+134,159,1,0,1
+136,2347,1,0,1
+137,21802,1,1,0
+141,189,1,0,1
+158,159,1,1,0
+159,5519,1,1,0
+182,999,1,1,0
+186,159,1,1,0
+201,130472,1,0,1
+202,130753,1,1,0
+203,522,1,1,0
+216,2231,1,1,0
+216,2970,1,1,0
+219,999,1,1,0
+220,4311,1,1,0
+223,130753,1,0,1
+229,522,1,1,0
+235,130472,1,1,0
+251,2347,1,1,0
+255,522,1,1,0
+256,2231,1,1,0
+259,2927,1,1,0
+266,189,1,0,1
+286,999,1,1,0
+286,130472,1,1,0
+287,1514,1,1,0
+287,2231,1,1,0
+287,130753,1,0,1
+293,2601,1,0,1
+305,2347,1,1,0
+309,2010,1,1,0
+330,2601,1,1,0
+335,189,1,1,0
+336,999,1,1,0
+349,2347,1,1,0
+357,159,1,1,0
+359,131226,1,1,0
+360,159,1,0,1
+364,360,1,0,1
+373,130472,1,0,1
+380,2927,1,1,0
+398,2231,1,1,0
+408,189,1,1,0
+418,159,1,0,1
+419,4311,1,0,1
+420,159,1,0,1
+427,3202,1,1,0
+450,189,1,1,0
+452,189,1,0,1
+483,360,1,1,0
+486,360,1,0,1
+491,2231,1,1,0
+492,130753,1,0,1
+495,3252,1,1,0
+498,159,1,0,1
+500,130472,1,1,0
+501,2231,1,0,1
+501,131226,1,0,1
+510,1890,1,0,1
+511,9188,1,1,0
+521,131226,1,1,0
+526,360,1,1,0
+532,189,1,1,0
+537,159,1,0,1
+539,159,1,0,1
+547,159,1,0,1
+547,1011,1,1,0
+562,4311,1,0,1
+579,2347,1,1,0
+591,360,1,1,0
+591,2010,1,0,1
+593,14839,1,1,0
+595,131226,1,0,1
+597,189,1,0,1
+606,2347,1,1,0
+606,4505,1,1,0
+609,12644,1,1,0
+619,2601,1,0,1
+629,2231,1,1,0
+633,3345,1,1,0
+636,3202,1,1,0
+639,3202,1,0,1
+655,331,1,0,1
+656,189,1,1,0
+666,14839,1,1,0
+674,360,1,0,1
+684,7781,1,0,1
+689,2010,1,0,1
+691,999,1,0,1
+692,21802,1,0,1
+696,131226,1,0,1
+700,159,1,1,0
+704,2010,1,0,1
+708,2010,1,1,0
+716,522,1,1,0
+725,159,1,1,0
+725,522,1,0,1
+730,1011,1,0,1
+732,522,1,0,1
+749,189,1,0,1
+749,7781,1,1,0
+750,2231,1,1,0
+753,2347,1,0,1
+753,3252,1,0,1
+757,2029,1,0,1
+761,1514,1,1,0
+761,2601,1,1,0
+774,3252,1,1,0
+784,2347,1,1,0
+789,1890,1,1,0
+791,130497,1,1,0
+798,2010,1,1,0
+798,2231,1,1,0
+803,522,1,1,0
+821,1514,1,1,0
+824,1011,1,1,0
+826,130753,1,1,0
+829,1514,1,0,1
+831,1514,1,0,1
+833,360,1,0,1
+839,4311,1,0,1
+841,2029,1,1,0
+845,9975,1,1,0
+848,159,1,1,0
+852,159,1,0,1
+857,131226,1,1,0
+859,2010,1,0,1
+864,360,1,1,0
+868,159,1,0,1
+872,999,1,1,0
+877,7781,1,1,0
+880,2010,1,1,0
+882,2010,1,0,1
+891,522,1,0,1
+892,159,1,1,0
+900,159,1,0,1
+904,5519,1,1,0
+913,12644,1,1,0
+932,131226,1,0,1
+934,360,1,1,0
+936,2029,1,1,0
+943,3202,1,1,0
+944,3202,1,0,1
+947,159,1,0,1
+952,2601,1,0,1
+972,1890,1,0,1
+972,10769,1,1,0
+974,2010,1,1,0
+974,7781,1,1,0
+986,2347,1,0,1
+991,4311,1,1,0
+996,9188,1,1,0
+998,189,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json
new file mode 100644
index 0000000..b3dca14
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741826",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31839,
+  "requested": 181,
+  "accepted_requests": 116,
+  "rejected_requests": 65,
+  "arriving_edges": 15546379,
+  "accepted_arriving_edges": 14328508,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a3e665d4ef75090c9025ca14a8fb339b622b63a0c1e2c3abc09d8b87e9486b0a",
+    "final_apl_state_float32": [
+      152.45419311523438,
+      171.2637176513672
+    ],
+    "final_apl_state_u32_bits": [
+      1125676102,
+      1126908803
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4662006289981946,
+  "diagnostic_simulation_seconds": 5.53024340799675,
+  "wall_seconds": 6.539180489999126,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9",
+    "requests.npz": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json
new file mode 100644
index 0000000..82bed06
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "27c1d796ca39d0ecba22e53064bd460af73aa98bac9fe6bdb23ad0495941c794",
+  "final_apl_state_float32": [
+    152.0153350830078,
+    165.35740661621094
+  ],
+  "final_apl_state_u32_bits": [
+    1125647341,
+    1126521727
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv
new file mode 100644
index 0000000..3730750
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv
@@ -0,0 +1,195 @@
+tick,neuron_idx,attempted,accepted,rejected
+3,2347,1,1,0
+15,9975,1,1,0
+25,159,1,1,0
+34,2601,1,1,0
+36,159,1,0,1
+43,1514,1,1,0
+45,130753,1,1,0
+49,9975,1,1,0
+57,159,1,1,0
+64,1514,1,0,1
+77,4505,1,1,0
+79,2231,1,1,0
+81,1890,1,1,0
+83,189,1,1,0
+95,3252,1,1,0
+98,7679,1,1,0
+106,2231,1,1,0
+117,1514,1,1,0
+117,2010,1,1,0
+118,189,1,1,0
+120,159,1,0,1
+138,999,1,1,0
+139,1927,1,1,0
+151,9188,1,1,0
+153,3252,1,1,0
+155,7679,1,1,0
+156,360,1,1,0
+166,130472,1,1,0
+190,5519,1,1,0
+190,21802,1,1,0
+190,130472,1,1,0
+198,21802,1,0,1
+204,9370,1,1,0
+227,1927,1,1,0
+230,2970,1,1,0
+233,159,1,1,0
+242,999,1,1,0
+243,360,1,1,0
+253,189,1,1,0
+256,131226,1,1,0
+257,130753,1,1,0
+258,130497,1,1,0
+259,4311,1,1,0
+259,14839,1,1,0
+266,2010,1,1,0
+267,12644,1,1,0
+268,5519,1,0,1
+269,1011,1,1,0
+275,159,1,1,0
+277,159,1,0,1
+283,2010,1,0,1
+290,1890,1,0,1
+292,159,1,0,1
+294,159,1,0,1
+295,360,1,1,0
+302,130753,1,1,0
+307,1927,1,1,0
+308,2231,1,0,1
+315,7679,1,1,0
+316,3202,1,1,0
+322,130472,1,1,0
+335,360,1,1,0
+340,189,1,0,1
+348,1514,1,1,0
+349,159,1,1,0
+351,131226,1,1,0
+375,2029,1,0,1
+377,14839,1,1,0
+378,8001,1,0,1
+382,2347,1,0,1
+386,522,1,1,0
+400,14839,1,1,0
+403,189,1,1,0
+409,1514,1,0,1
+413,999,1,1,0
+418,9370,1,1,0
+430,1890,1,1,0
+433,6842,1,1,0
+433,130753,1,1,0
+441,6842,1,0,1
+443,522,1,0,1
+454,12644,1,0,1
+463,2231,1,1,0
+472,189,1,1,0
+473,189,1,0,1
+475,2010,1,1,0
+475,7679,1,1,0
+482,1514,1,0,1
+512,130753,1,1,0
+513,4505,1,0,1
+517,7781,1,1,0
+518,189,1,0,1
+520,9188,1,1,0
+534,7781,1,0,1
+535,2029,1,1,0
+536,1191,1,1,0
+538,159,1,1,0
+538,3252,1,0,1
+556,3252,1,1,0
+560,6842,1,0,1
+560,8001,1,1,0
+561,522,1,0,1
+563,130472,1,1,0
+564,2347,1,0,1
+566,159,1,1,0
+577,2231,1,1,0
+587,189,1,0,1
+588,131226,1,0,1
+590,5519,1,1,0
+591,2586,1,1,0
+593,5519,1,0,1
+596,21802,1,1,0
+598,2029,1,1,0
+611,4505,1,1,0
+618,2347,1,1,0
+618,3161,1,0,1
+620,2601,1,0,1
+623,1890,1,1,0
+628,9975,1,0,1
+632,2029,1,1,0
+633,522,1,1,0
+645,130497,1,1,0
+652,8001,1,1,0
+654,130472,1,1,0
+661,189,1,1,0
+667,1011,1,0,1
+669,189,1,0,1
+671,1890,1,1,0
+671,21802,1,1,0
+692,999,1,1,0
+692,2010,1,0,1
+693,130753,1,0,1
+711,5519,1,1,0
+711,130472,1,1,0
+712,2601,1,1,0
+715,360,1,1,0
+717,2601,1,0,1
+723,131226,1,1,0
+725,159,1,1,0
+726,159,1,0,1
+727,4311,1,1,0
+732,4311,1,0,1
+745,6842,1,0,1
+746,5519,1,1,0
+758,4505,1,1,0
+765,1890,1,0,1
+768,4173,1,1,0
+787,360,1,1,0
+796,522,1,1,0
+800,130472,1,0,1
+801,189,1,0,1
+806,522,1,0,1
+806,6842,1,1,0
+809,1514,1,0,1
+809,8001,1,1,0
+813,4311,1,0,1
+817,331,1,0,1
+825,360,1,1,0
+847,522,1,1,0
+853,1927,1,1,0
+858,131226,1,0,1
+862,6842,1,0,1
+863,131226,1,1,0
+864,189,1,1,0
+864,5519,1,1,0
+865,999,1,1,0
+866,7781,1,1,0
+877,522,1,1,0
+882,159,1,0,1
+885,7781,1,0,1
+890,12644,1,1,0
+899,2347,1,0,1
+900,6842,1,1,0
+903,2493,1,0,1
+904,2347,1,0,1
+906,3345,1,1,0
+907,159,1,1,0
+917,130472,1,1,0
+919,9975,1,0,1
+923,3202,1,1,0
+926,1890,1,0,1
+930,14839,1,1,0
+932,2029,1,1,0
+934,5519,1,1,0
+946,130753,1,0,1
+949,2231,1,1,0
+951,130472,1,1,0
+957,2010,1,1,0
+967,6842,1,0,1
+975,2010,1,0,1
+978,2347,1,0,1
+981,999,1,1,0
+988,2943,1,1,0
+991,159,1,0,1
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json
new file mode 100644
index 0000000..e7995ed
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741827",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29587,
+  "requested": 194,
+  "accepted_requests": 131,
+  "rejected_requests": 63,
+  "arriving_edges": 14217174,
+  "accepted_arriving_edges": 13068007,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "27c1d796ca39d0ecba22e53064bd460af73aa98bac9fe6bdb23ad0495941c794",
+    "final_apl_state_float32": [
+      152.0153350830078,
+      165.35740661621094
+    ],
+    "final_apl_state_u32_bits": [
+      1125647341,
+      1126521727
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.46459738399789785,
+  "diagnostic_simulation_seconds": 5.428383012000268,
+  "wall_seconds": 6.442345772000408,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c",
+    "requests.npz": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json
new file mode 100644
index 0000000..cdfc12c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "4f109cf1d230d750b32144c3067875ae96681363f4bb787eb4b57217e4be2008",
+  "final_apl_state_float32": [
+    152.6023406982422,
+    169.43328857421875
+  ],
+  "final_apl_state_u32_bits": [
+    1125685811,
+    1126788844
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv
new file mode 100644
index 0000000..6c66672
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv
@@ -0,0 +1,168 @@
+tick,neuron_idx,attempted,accepted,rejected
+5,6842,1,1,0
+12,5519,1,1,0
+13,189,1,1,0
+21,2029,1,1,0
+30,4311,1,1,0
+37,159,1,1,0
+37,1011,1,1,0
+49,130753,1,1,0
+55,4311,1,1,0
+62,3345,1,1,0
+64,4026,1,1,0
+65,189,1,1,0
+66,360,1,1,0
+70,2347,1,1,0
+71,999,1,1,0
+72,522,1,1,0
+91,2231,1,1,0
+95,159,1,1,0
+95,2927,1,1,0
+106,159,1,0,1
+122,522,1,1,0
+122,21802,1,1,0
+123,159,1,1,0
+127,360,1,0,1
+144,331,1,1,0
+145,130472,1,0,1
+151,2347,1,0,1
+164,2231,1,0,1
+188,9975,1,1,0
+194,360,1,1,0
+194,130753,1,1,0
+208,2347,1,1,0
+212,2029,1,1,0
+214,1011,1,0,1
+219,331,1,0,1
+228,159,1,0,1
+228,5519,1,0,1
+229,360,1,1,0
+240,4311,1,1,0
+244,130497,1,1,0
+248,21802,1,1,0
+248,130753,1,1,0
+254,3202,1,0,1
+262,7781,1,1,0
+263,189,1,1,0
+268,189,1,0,1
+271,8001,1,1,0
+275,131226,1,1,0
+285,189,1,1,0
+286,159,1,1,0
+292,5519,1,0,1
+307,130472,1,1,0
+313,9975,1,1,0
+319,4311,1,0,1
+331,360,1,1,0
+334,1011,1,0,1
+341,2347,1,0,1
+343,331,1,1,0
+353,7679,1,1,0
+362,159,1,1,0
+362,9975,1,1,0
+372,2601,1,1,0
+381,360,1,1,0
+390,2010,1,0,1
+391,6842,1,1,0
+396,7781,1,1,0
+399,159,1,1,0
+410,360,1,1,0
+411,189,1,1,0
+412,130753,1,1,0
+417,10769,1,1,0
+422,2010,1,1,0
+422,130472,1,1,0
+425,522,1,1,0
+431,2347,1,1,0
+432,130753,1,0,1
+443,2927,1,0,1
+448,2347,1,0,1
+467,522,1,1,0
+469,999,1,1,0
+472,2493,1,1,0
+473,189,1,0,1
+490,189,1,1,0
+490,360,1,1,0
+491,189,1,0,1
+493,189,1,0,1
+493,331,1,1,0
+498,8504,1,1,0
+510,21802,1,1,0
+511,1890,1,1,0
+523,6842,1,0,1
+527,2347,1,0,1
+528,4311,1,0,1
+529,5519,1,1,0
+529,130497,1,0,1
+534,3252,1,1,0
+546,131226,1,1,0
+559,5519,1,1,0
+562,2231,1,1,0
+562,5519,1,0,1
+572,360,1,0,1
+574,189,1,0,1
+578,4505,1,0,1
+581,1927,1,1,0
+581,7679,1,1,0
+583,3252,1,1,0
+595,159,1,0,1
+601,3202,1,1,0
+601,4505,1,1,0
+603,2010,1,0,1
+606,1514,1,1,0
+608,7781,1,1,0
+612,2601,1,0,1
+618,2010,1,1,0
+627,360,1,1,0
+630,189,1,0,1
+634,130753,1,0,1
+636,14839,1,0,1
+649,522,1,1,0
+651,9188,1,1,0
+664,4311,1,1,0
+666,2601,1,1,0
+672,2231,1,1,0
+673,130472,1,1,0
+685,1011,1,1,0
+687,14839,1,1,0
+691,999,1,1,0
+714,130472,1,1,0
+725,3252,1,1,0
+725,9370,1,1,0
+727,1514,1,1,0
+728,2010,1,1,0
+739,189,1,1,0
+742,8504,1,1,0
+749,2010,1,0,1
+749,9370,1,1,0
+756,2010,1,1,0
+759,14839,1,1,0
+769,10769,1,1,0
+782,3202,1,1,0
+783,2231,1,1,0
+788,3252,1,0,1
+789,6842,1,1,0
+808,522,1,1,0
+821,131226,1,1,0
+822,130753,1,0,1
+832,2010,1,0,1
+835,522,1,1,0
+839,522,1,0,1
+855,3252,1,0,1
+859,159,1,0,1
+863,6842,1,0,1
+873,130472,1,0,1
+878,2493,1,1,0
+885,189,1,0,1
+918,522,1,1,0
+927,2010,1,0,1
+932,1514,1,0,1
+935,189,1,1,0
+960,2601,1,1,0
+964,360,1,1,0
+977,2029,1,1,0
+983,1927,1,1,0
+984,2347,1,1,0
+992,3252,1,1,0
+993,130472,1,1,0
+999,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json
new file mode 100644
index 0000000..0a557ff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741828",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 31659,
+  "requested": 167,
+  "accepted_requests": 119,
+  "rejected_requests": 48,
+  "arriving_edges": 15356842,
+  "accepted_arriving_edges": 14155423,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "4f109cf1d230d750b32144c3067875ae96681363f4bb787eb4b57217e4be2008",
+    "final_apl_state_float32": [
+      152.6023406982422,
+      169.43328857421875
+    ],
+    "final_apl_state_u32_bits": [
+      1125685811,
+      1126788844
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4661205929987773,
+  "diagnostic_simulation_seconds": 5.5392036299999745,
+  "wall_seconds": 6.558367573998112,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac",
+    "requests.npz": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json
new file mode 100644
index 0000000..4a6de0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json
@@ -0,0 +1,45 @@
+{
+  "ok": true,
+  "protocol": "phase4ag-apl-v1",
+  "n_neurons": 166700,
+  "n_apl": 2,
+  "n_kc": 4064,
+  "dt_ms": 0.1,
+  "files_sha256": {
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+  },
+  "array_sha256": {
+    "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+    "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+    "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+    "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+  },
+  "decay_f32_bits": "3f7eb923",
+  "gain_f32_bits": "3c23d70a",
+  "environment": {
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "cuda": "13.0",
+    "cudnn": 92400,
+    "device_name": "NVIDIA GeForce RTX 4090",
+    "device_index": 0,
+    "device_capability": [
+      8,
+      9
+    ],
+    "deterministic_algorithms": false,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "cuda_matmul_allow_tf32": false,
+    "cudnn_allow_tf32": true,
+    "float32_matmul_precision": "highest",
+    "CUBLAS_WORKSPACE_CONFIG": null,
+    "precision_configuration_changed_by_component": false
+  },
+  "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+  "h_units": "legacy mV",
+  "initial_state": "float32 zeros"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json
new file mode 100644
index 0000000..fe1c361
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json
@@ -0,0 +1,38 @@
+{
+  "pass_all": true,
+  "apl_delay_steps": 18,
+  "steps": 1000,
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "initial_padding_positive_zero": true,
+  "sample_bits_preserved": true,
+  "brain_tail_advanced": false,
+  "generated_rows": 1000,
+  "applied_generated_rows": 982,
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "generated_trace": "apl-inhibition.float32.npy",
+  "applied_trace": "apl-applied.float32.npy",
+  "pending_trace": "apl-pending-tail.float32.npy",
+  "pending_raw_sha256": "a0dfeda692a11b84c57a3e84ddae4846ecf9416b20877f964219e589fcb828b9",
+  "final_apl_state_float32": [
+    154.07162475585938,
+    166.11965942382812
+  ],
+  "final_apl_state_u32_bits": [
+    1125782102,
+    1126571682
+  ],
+  "final_apl_state_nonzero": true,
+  "pending_queue_drained": false,
+  "finite_generated_sequence_only": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "biological_delay_measurement_claimed": false
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv
new file mode 100644
index 0000000..c8349dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv
@@ -0,0 +1,156 @@
+tick,neuron_idx,attempted,accepted,rejected
+2,189,1,1,0
+7,130472,1,1,0
+23,189,1,0,1
+37,9370,1,1,0
+72,159,1,1,0
+76,189,1,1,0
+77,3252,1,1,0
+85,1890,1,1,0
+95,1890,1,0,1
+100,2010,1,1,0
+108,2347,1,0,1
+109,12644,1,1,0
+116,6842,1,1,0
+120,3202,1,0,1
+124,331,1,1,0
+139,3202,1,1,0
+145,9370,1,1,0
+146,1011,1,1,0
+148,189,1,1,0
+150,2231,1,1,0
+157,2970,1,1,0
+165,999,1,1,0
+183,1011,1,1,0
+192,1514,1,0,1
+210,999,1,1,0
+217,130472,1,1,0
+227,6842,1,1,0
+233,189,1,1,0
+239,1890,1,1,0
+245,3252,1,1,0
+245,130497,1,0,1
+246,3345,1,1,0
+250,159,1,0,1
+256,360,1,1,0
+261,8001,1,1,0
+275,159,1,1,0
+280,5519,1,1,0
+281,5519,1,0,1
+284,1514,1,1,0
+285,6842,1,1,0
+293,360,1,1,0
+293,5519,1,0,1
+302,159,1,1,0
+304,1514,1,0,1
+307,4026,1,1,0
+309,159,1,0,1
+312,3252,1,0,1
+313,5519,1,1,0
+314,159,1,0,1
+315,1890,1,1,0
+316,5519,1,0,1
+317,3202,1,1,0
+319,1514,1,1,0
+324,522,1,1,0
+333,522,1,0,1
+341,1927,1,1,0
+351,189,1,1,0
+355,131226,1,1,0
+367,159,1,1,0
+367,2347,1,1,0
+369,2029,1,1,0
+379,189,1,1,0
+385,2927,1,1,0
+390,2994,1,0,1
+398,1191,1,1,0
+419,2231,1,1,0
+425,1927,1,1,0
+426,360,1,1,0
+436,3202,1,1,0
+456,1514,1,1,0
+458,1514,1,0,1
+480,2029,1,0,1
+483,12644,1,1,0
+492,522,1,0,1
+501,130472,1,1,0
+506,2010,1,1,0
+524,6842,1,0,1
+535,2601,1,0,1
+538,130497,1,1,0
+545,130472,1,1,0
+548,9975,1,0,1
+550,130753,1,0,1
+562,10769,1,1,0
+566,4311,1,1,0
+567,8504,1,1,0
+568,2601,1,1,0
+569,159,1,0,1
+571,7781,1,1,0
+572,999,1,1,0
+576,1514,1,1,0
+593,131226,1,0,1
+601,189,1,0,1
+603,159,1,0,1
+608,4311,1,1,0
+610,2231,1,1,0
+617,2231,1,0,1
+623,159,1,1,0
+655,360,1,0,1
+666,1011,1,0,1
+672,189,1,0,1
+678,1514,1,1,0
+688,159,1,1,0
+698,131226,1,1,0
+721,3252,1,1,0
+726,1890,1,0,1
+728,189,1,0,1
+731,522,1,1,0
+735,159,1,0,1
+749,2347,1,1,0
+751,131226,1,1,0
+757,2994,1,1,0
+760,189,1,0,1
+763,331,1,1,0
+776,2010,1,0,1
+777,4505,1,1,0
+785,1890,1,1,0
+788,3202,1,1,0
+790,5519,1,0,1
+795,2231,1,1,0
+799,522,1,0,1
+800,1890,1,0,1
+801,4173,1,0,1
+807,4505,1,1,0
+808,159,1,0,1
+814,2347,1,0,1
+817,189,1,1,0
+825,131226,1,0,1
+834,2970,1,1,0
+841,159,1,0,1
+848,189,1,1,0
+852,5519,1,0,1
+853,2029,1,1,0
+853,3252,1,0,1
+857,10769,1,1,0
+859,2010,1,1,0
+864,6842,1,1,0
+871,130753,1,1,0
+878,331,1,0,1
+881,2029,1,1,0
+885,1890,1,0,1
+888,130472,1,1,0
+899,3202,1,1,0
+910,3202,1,0,1
+913,3252,1,0,1
+935,2347,1,1,0
+936,189,1,1,0
+942,8504,1,1,0
+943,5519,1,1,0
+944,3161,1,1,0
+948,10769,1,1,0
+952,360,1,1,0
+969,159,1,1,0
+972,4505,1,0,1
+996,130472,1,1,0
+997,8001,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json
new file mode 100644
index 0000000..184ea1b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "gpu",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+  "sealed_runtime_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json
new file mode 100644
index 0000000..d68b3dd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json
@@ -0,0 +1,17 @@
+{
+  "sealed_source_sha256": {
+    "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+    "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+    "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+    "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+  },
+  "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+  "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+  "module_globals_patched": false,
+  "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+  "diagnostic_additions": [
+    "generated/applied/pending trace split",
+    "fixed-sequence bitwise audit",
+    "source provenance and final APL state disclosure"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json
new file mode 100644
index 0000000..938e5ac
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json
@@ -0,0 +1,168 @@
+{
+  "case": "seed_validation-physiological-05-s1073741829",
+  "complete": true,
+  "pass_all": true,
+  "pass_all_scope": "internal finite/recording/event-count integrity only; independent equivalence not claimed",
+  "steps": 1000,
+  "completed_ticks": 1000,
+  "nodes": 166700,
+  "edges": 25582938,
+  "precision": "float64",
+  "apl_precision": "float32",
+  "state_units": "SI volts",
+  "total_spikes": 29695,
+  "requested": 155,
+  "accepted_requests": 104,
+  "rejected_requests": 51,
+  "arriving_edges": 14279116,
+  "accepted_arriving_edges": 13123915,
+  "counts_match_sparse_events": true,
+  "all_finite": true,
+  "record_history": false,
+  "apl_fast_edges_zeroed": 5845,
+  "kc_targets_present": 4064,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "apl_component": {
+    "ok": true,
+    "protocol": "phase4ag-apl-v1",
+    "n_neurons": 166700,
+    "n_apl": 2,
+    "n_kc": 4064,
+    "dt_ms": 0.1,
+    "files_sha256": {
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19"
+    },
+    "array_sha256": {
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "gain_f32_bits": "3c23d70a",
+    "environment": {
+      "torch": "2.14.0+cu130",
+      "numpy": "2.2.6",
+      "cuda": "13.0",
+      "cudnn": 92400,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "device_index": 0,
+      "device_capability": [
+        8,
+        9
+      ],
+      "deterministic_algorithms": false,
+      "cudnn_deterministic": false,
+      "cudnn_benchmark": false,
+      "cuda_matmul_allow_tf32": false,
+      "cudnn_allow_tf32": true,
+      "float32_matmul_precision": "highest",
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "precision_configuration_changed_by_component": false
+    },
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros"
+  },
+  "apl_schedule": "end, after threshold/reset and guarded arrivals, unconditional all KC",
+  "apl_si_conversion": "applied h32 -> float64 -> multiply float64 0.001 -> separate float64 subtraction",
+  "apl_delay_steps": 18,
+  "apl_timing": {
+    "pass_all": true,
+    "apl_delay_steps": 18,
+    "steps": 1000,
+    "pending_generated_count": 18,
+    "pending_initial_zero_prefix": 0,
+    "initial_padding_positive_zero": true,
+    "sample_bits_preserved": true,
+    "brain_tail_advanced": false,
+    "generated_rows": 1000,
+    "applied_generated_rows": 982,
+    "pending_shape": [
+      18,
+      4064
+    ],
+    "pending_application_tick_start": 1000,
+    "pending_application_tick_stop_exclusive": 1018,
+    "pending_generated_tick_start": 982,
+    "pending_generated_tick_stop_exclusive": 1000,
+    "generated_trace": "apl-inhibition.float32.npy",
+    "applied_trace": "apl-applied.float32.npy",
+    "pending_trace": "apl-pending-tail.float32.npy",
+    "pending_raw_sha256": "a0dfeda692a11b84c57a3e84ddae4846ecf9416b20877f964219e589fcb828b9",
+    "final_apl_state_float32": [
+      154.07162475585938,
+      166.11965942382812
+    ],
+    "final_apl_state_u32_bits": [
+      1125782102,
+      1126571682
+    ],
+    "final_apl_state_nonzero": true,
+    "pending_queue_drained": false,
+    "finite_generated_sequence_only": true,
+    "future_apl_decay_or_feedback_generated": false,
+    "closed_loop_branch_integrals_claimed_equal": false,
+    "biological_delay_measurement_claimed": false
+  },
+  "source_provenance": {
+    "sealed_source_sha256": {
+      "ag_gpu": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a",
+      "ag_worker": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+      "ae_backend": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+      "af_queue": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961"
+    },
+    "candidate_sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b",
+    "source_diff_sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+    "module_globals_patched": false,
+    "only_dynamics_change": "fixed zero-initialized 0/18-step h32 delay before unchanged end g write",
+    "diagnostic_additions": [
+      "generated/applied/pending trace split",
+      "fixed-sequence bitwise audit",
+      "source provenance and final APL state disclosure"
+    ]
+  },
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "future_generated_decay_tail_included": false,
+  "build": {
+    "sources": {
+      "author_ext.cpp": "208a937d17bbb041b9bf6b25b89264ee566830b60609e58491b44583d8541f15",
+      "author_ext.cu": "669f166e18ce9a3f63fc723db8b0a8b74f7fa4757194b1bd65b4cf6008a7787e"
+    },
+    "torch": "2.14.0+cu130",
+    "torch_cuda": "13.0",
+    "arch_list": "8.9",
+    "cuda_flags": [
+      "-O2",
+      "--fmad=false",
+      "--ftz=false",
+      "--prec-div=true",
+      "--prec-sqrt=true"
+    ]
+  },
+  "sealed_ae_backend_sha256": "03758d07572f4b44d272059d9308fac534268ad201b57bdd77d69fee95e67278",
+  "shared_apl_component_oracle_limitation": true,
+  "oracle_validation_claim": false,
+  "learning": false,
+  "performance_runtime_claim": false,
+  "cpu_sync_each_tick": true,
+  "build_or_cache_seconds": 0.4664533069990284,
+  "diagnostic_simulation_seconds": 5.519098175998806,
+  "wall_seconds": 6.541320558000734,
+  "peak_allocated_vram_bytes": 518003712,
+  "peak_reserved_vram_bytes": 541065216,
+  "input_sha256": {
+    "spec.json": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993",
+    "requests.npz": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e",
+    "base_weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1",
+    "coefficients.json": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log
new file mode 100644
index 0000000..132147b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "controls", "case": "cal-matched_energy-00-s51101", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-physiological-00-s51101-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-physiological-00-s51101-r0.log
new file mode 100644
index 0000000..daee460
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-controls-cal-physiological-00-s51101-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "controls", "case": "cal-physiological-00-s51101", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..629aee5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741825", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..06f2bfb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741825", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..0aea863
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741825", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..4ea6291
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "component", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741825", "repeat": 0, "complete": null, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log
new file mode 100644
index 0000000..3aab591
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "controls", "case": "cal-matched_energy-00-s51101", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log
new file mode 100644
index 0000000..7642633
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "controls", "case": "cal-physiological-00-s51101", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..573b883
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log
new file mode 100644
index 0000000..a94fd2a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log
new file mode 100644
index 0000000..def657b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log
new file mode 100644
index 0000000..d63cf87
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log
new file mode 100644
index 0000000..4b95055
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log
new file mode 100644
index 0000000..2091ce5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log
new file mode 100644
index 0000000..5e1d1aa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log
new file mode 100644
index 0000000..209730f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log
new file mode 100644
index 0000000..4b7bdcd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log
new file mode 100644
index 0000000..3861194
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log
new file mode 100644
index 0000000..c5b38b8
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log
new file mode 100644
index 0000000..962286f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-01-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log
new file mode 100644
index 0000000..d7ea113
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log
new file mode 100644
index 0000000..be5f44b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log
new file mode 100644
index 0000000..747a2cb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log
new file mode 100644
index 0000000..1e56a8a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log
new file mode 100644
index 0000000..8b9890e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log
new file mode 100644
index 0000000..595ecdf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-02-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log
new file mode 100644
index 0000000..d4881b7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log
new file mode 100644
index 0000000..8a9f77b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log
new file mode 100644
index 0000000..b66df62
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log
new file mode 100644
index 0000000..00c098f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log
new file mode 100644
index 0000000..5e5469d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log
new file mode 100644
index 0000000..1bd6708
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-03-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log
new file mode 100644
index 0000000..fd8e8af
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log
new file mode 100644
index 0000000..7df35be
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log
new file mode 100644
index 0000000..2098aaf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log
new file mode 100644
index 0000000..2e6d1d2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log
new file mode 100644
index 0000000..ae75509
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log
new file mode 100644
index 0000000..22cc81a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-04-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log
new file mode 100644
index 0000000..7afc67d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log
new file mode 100644
index 0000000..37a29a1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log
new file mode 100644
index 0000000..a9502b6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log
new file mode 100644
index 0000000..ef46577
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log
new file mode 100644
index 0000000..be41968
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log
new file mode 100644
index 0000000..82d140a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-05-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..a1fb41f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log
new file mode 100644
index 0000000..080488e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log
new file mode 100644
index 0000000..db49d24
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log
new file mode 100644
index 0000000..fe63934
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log
new file mode 100644
index 0000000..d10699c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log
new file mode 100644
index 0000000..c138c7f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log
new file mode 100644
index 0000000..5617f1d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log
new file mode 100644
index 0000000..619c769
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log
new file mode 100644
index 0000000..caaa0e3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log
new file mode 100644
index 0000000..41a4f55
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log
new file mode 100644
index 0000000..9906687
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log
new file mode 100644
index 0000000..fe0c647
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-01-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log
new file mode 100644
index 0000000..b6f7d78
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log
new file mode 100644
index 0000000..8373297
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log
new file mode 100644
index 0000000..83f0c73
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log
new file mode 100644
index 0000000..a8a2594
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log
new file mode 100644
index 0000000..526df88
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log
new file mode 100644
index 0000000..b87ab79
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-02-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log
new file mode 100644
index 0000000..d824645
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log
new file mode 100644
index 0000000..63b7c12
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log
new file mode 100644
index 0000000..4dc27d9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log
new file mode 100644
index 0000000..746ef13
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log
new file mode 100644
index 0000000..e14a284
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log
new file mode 100644
index 0000000..d67484b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-03-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log
new file mode 100644
index 0000000..973c691
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log
new file mode 100644
index 0000000..d2b0cb7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log
new file mode 100644
index 0000000..ab05c99
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log
new file mode 100644
index 0000000..a2e5778
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log
new file mode 100644
index 0000000..c6ea154
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log
new file mode 100644
index 0000000..c105d4e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-04-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log
new file mode 100644
index 0000000..68e5212
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log
new file mode 100644
index 0000000..69f59ff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log
new file mode 100644
index 0000000..b31d459
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log
new file mode 100644
index 0000000..d6274bb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log
new file mode 100644
index 0000000..a5addee
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log
new file mode 100644
index 0000000..c2c5716
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "novel_to_aj", "case": "novel_to_aj-physiological-05-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..337f568
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log
new file mode 100644
index 0000000..1363fcc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log
new file mode 100644
index 0000000..842e9a7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log
new file mode 100644
index 0000000..722a42b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log
new file mode 100644
index 0000000..13b8b25
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log
new file mode 100644
index 0000000..275a798
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log
new file mode 100644
index 0000000..22633c5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log
new file mode 100644
index 0000000..9e8ef1f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log
new file mode 100644
index 0000000..4de4d8a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log
new file mode 100644
index 0000000..f8067d5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log
new file mode 100644
index 0000000..3177b61
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log
new file mode 100644
index 0000000..9db9d31
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-01-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log
new file mode 100644
index 0000000..f9f1797
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log
new file mode 100644
index 0000000..a3fab34
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log
new file mode 100644
index 0000000..f9c20df
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log
new file mode 100644
index 0000000..bbbf346
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log
new file mode 100644
index 0000000..2b21edd
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log
new file mode 100644
index 0000000..a180070
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-02-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log
new file mode 100644
index 0000000..ac3e206
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log
new file mode 100644
index 0000000..45ec0c0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log
new file mode 100644
index 0000000..f595d75
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log
new file mode 100644
index 0000000..2e5586d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log
new file mode 100644
index 0000000..c93bf7b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log
new file mode 100644
index 0000000..bd4d31c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-03-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log
new file mode 100644
index 0000000..1a5b65e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log
new file mode 100644
index 0000000..d76e8d6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log
new file mode 100644
index 0000000..e78454f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log
new file mode 100644
index 0000000..86ec93c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log
new file mode 100644
index 0000000..acd1bcc
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log
new file mode 100644
index 0000000..cf386a9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-04-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log
new file mode 100644
index 0000000..3c4bf70
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log
new file mode 100644
index 0000000..4011988
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log
new file mode 100644
index 0000000..1c97bce
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log
new file mode 100644
index 0000000..031fb05
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log
new file mode 100644
index 0000000..fb3c78b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log
new file mode 100644
index 0000000..72d8bd4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-matched_energy-05-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..8ad4396
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log
new file mode 100644
index 0000000..a21d83a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log
new file mode 100644
index 0000000..b6e471f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log
new file mode 100644
index 0000000..5bad342
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log
new file mode 100644
index 0000000..ce2d1d5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log
new file mode 100644
index 0000000..5ad976a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log
new file mode 100644
index 0000000..bece0b6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log
new file mode 100644
index 0000000..b9d17d4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log
new file mode 100644
index 0000000..c07779e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log
new file mode 100644
index 0000000..b8a199a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log
new file mode 100644
index 0000000..5b3fa46
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log
new file mode 100644
index 0000000..6cb30b7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-01-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log
new file mode 100644
index 0000000..5eba0e9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log
new file mode 100644
index 0000000..4940863
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log
new file mode 100644
index 0000000..39bae27
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log
new file mode 100644
index 0000000..120acd9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log
new file mode 100644
index 0000000..cfb7245
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log
new file mode 100644
index 0000000..9ab4fb7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-02-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log
new file mode 100644
index 0000000..0699c9a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log
new file mode 100644
index 0000000..080c39a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log
new file mode 100644
index 0000000..4628713
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log
new file mode 100644
index 0000000..13577af
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log
new file mode 100644
index 0000000..f358c99
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log
new file mode 100644
index 0000000..56cdf70
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-03-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log
new file mode 100644
index 0000000..e1e466a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log
new file mode 100644
index 0000000..b24ef1c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log
new file mode 100644
index 0000000..1c559fb
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log
new file mode 100644
index 0000000..9b3cfc3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log
new file mode 100644
index 0000000..5478711
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log
new file mode 100644
index 0000000..7fdf761
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-04-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log
new file mode 100644
index 0000000..6b200d7
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log
new file mode 100644
index 0000000..5c55c01
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741825", "repeat": 1, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log
new file mode 100644
index 0000000..62fbcab
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741826", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log
new file mode 100644
index 0000000..c71ca0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741827", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log
new file mode 100644
index 0000000..d2fd723
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741828", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log
new file mode 100644
index 0000000..97ca6ff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log
@@ -0,0 +1 @@
+{"backend": "gpu", "group": "seed_validation", "case": "seed_validation-physiological-05-s1073741829", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..0e507e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1,11 @@
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 100, "spikes": 95, "APL_worker_ticks": 100}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 200, "spikes": 1866, "APL_worker_ticks": 200}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 300, "spikes": 5027, "APL_worker_ticks": 300}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 400, "spikes": 8893, "APL_worker_ticks": 400}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 500, "spikes": 12518, "APL_worker_ticks": 500}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 600, "spikes": 15853, "APL_worker_ticks": 600}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 700, "spikes": 19310, "APL_worker_ticks": 700}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 800, "spikes": 22623, "APL_worker_ticks": 800}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 900, "spikes": 26430, "APL_worker_ticks": 900}
+{"oracle": "novel_to_aj-matched_energy-00-s1073741825", "completed_ticks": 1000, "spikes": 29962, "APL_worker_ticks": 1000}
+{"backend": "oracle", "group": "novel_to_aj", "case": "novel_to_aj-matched_energy-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..a592eff
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log
@@ -0,0 +1,11 @@
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 100, "spikes": 95, "APL_worker_ticks": 100}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 200, "spikes": 1866, "APL_worker_ticks": 200}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 300, "spikes": 5031, "APL_worker_ticks": 300}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 400, "spikes": 8904, "APL_worker_ticks": 400}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 500, "spikes": 12528, "APL_worker_ticks": 500}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 600, "spikes": 15778, "APL_worker_ticks": 600}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 700, "spikes": 19313, "APL_worker_ticks": 700}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 800, "spikes": 22617, "APL_worker_ticks": 800}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 900, "spikes": 26141, "APL_worker_ticks": 900}
+{"oracle": "novel_to_aj-physiological-00-s1073741825", "completed_ticks": 1000, "spikes": 29986, "APL_worker_ticks": 1000}
+{"backend": "oracle", "group": "novel_to_aj", "case": "novel_to_aj-physiological-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
new file mode 100644
index 0000000..0a9d9df
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log
@@ -0,0 +1,11 @@
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 100, "spikes": 93, "APL_worker_ticks": 100}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 200, "spikes": 1917, "APL_worker_ticks": 200}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 300, "spikes": 5112, "APL_worker_ticks": 300}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 400, "spikes": 9066, "APL_worker_ticks": 400}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 500, "spikes": 12643, "APL_worker_ticks": 500}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 600, "spikes": 16425, "APL_worker_ticks": 600}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 700, "spikes": 19985, "APL_worker_ticks": 700}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 800, "spikes": 23540, "APL_worker_ticks": 800}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 900, "spikes": 27429, "APL_worker_ticks": 900}
+{"oracle": "seed_validation-matched_energy-00-s1073741825", "completed_ticks": 1000, "spikes": 30982, "APL_worker_ticks": 1000}
+{"backend": "oracle", "group": "seed_validation", "case": "seed_validation-matched_energy-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
new file mode 100644
index 0000000..ba3a7c6
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log
@@ -0,0 +1,11 @@
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 100, "spikes": 96, "APL_worker_ticks": 100}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 200, "spikes": 1919, "APL_worker_ticks": 200}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 300, "spikes": 5115, "APL_worker_ticks": 300}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 400, "spikes": 9033, "APL_worker_ticks": 400}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 500, "spikes": 12559, "APL_worker_ticks": 500}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 600, "spikes": 16214, "APL_worker_ticks": 600}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 700, "spikes": 19881, "APL_worker_ticks": 700}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 800, "spikes": 23377, "APL_worker_ticks": 800}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 900, "spikes": 27248, "APL_worker_ticks": 900}
+{"oracle": "seed_validation-physiological-00-s1073741825", "completed_ticks": 1000, "spikes": 30876, "APL_worker_ticks": 1000}
+{"backend": "oracle", "group": "seed_validation", "case": "seed_validation-physiological-00-s1073741825", "repeat": 0, "complete": true, "pass_all": true}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/manifest.json b/registry/phase4ak-apl-timing-validation/evidence/manifest.json
new file mode 100644
index 0000000..badd55e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/manifest.json
@@ -0,0 +1,14500 @@
+{
+  "root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+  "files": [
+    {
+      "path": "REPORT.md",
+      "bytes": 1008,
+      "sha256": "c89a6c3ae8380f218d15cdfba1d8aa4fc1859d2f46a6bf1306450015f4efda53"
+    },
+    {
+      "path": "audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 17404,
+      "sha256": "93e4fc94d9e5e1ed8a13e975dd4392cc4a1d4363fe71c0b82ce43d97b6900b6f"
+    },
+    {
+      "path": "audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 17368,
+      "sha256": "623a6a5e685674fdd4dfd07e3a56bc8a11176a559a70634506150f03fbc41277"
+    },
+    {
+      "path": "audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 17688,
+      "sha256": "302c6dd70c07e4168e76e180294ae1876c0a5fd2a8f8a1ba15b19c936db452c0"
+    },
+    {
+      "path": "audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json",
+      "bytes": 17652,
+      "sha256": "5ade5ea66006f7bdc1df339e0f5c75bacf450d24d8c7f34b9d7f1ac2a868aa0a"
+    },
+    {
+      "path": "audit/control-cal-matched_energy-00-s51101.json",
+      "bytes": 13470,
+      "sha256": "ed71c8aa01ff9b845591e3f481c89c2c1d8db1c0aead885ee9b94bf94bbadf57"
+    },
+    {
+      "path": "audit/control-cal-physiological-00-s51101.json",
+      "bytes": 13435,
+      "sha256": "ed4e193f9b933360fd15e6851b87b260ec300053cf864c8a3a5446d91274c955"
+    },
+    {
+      "path": "audit/controls-gate.json",
+      "bytes": 480,
+      "sha256": "62a19c748da7f1b0f4256b472763e8a278add8ee9f1794499df799a2d418bfb5"
+    },
+    {
+      "path": "audit/final-status.json",
+      "bytes": 539555,
+      "sha256": "c49181086ecbd19511b9f1e783afea8f66d0f74348a7b70d7f6c5fa99b4337fc"
+    },
+    {
+      "path": "audit/novel-probes-gate.json",
+      "bytes": 543,
+      "sha256": "230fc1e8d7a817a77ebfa66ddb6f44cb5c5a6891fdad2b4fe1fd607d7be35f62"
+    },
+    {
+      "path": "audit/novel-validation-gate.json",
+      "bytes": 1158,
+      "sha256": "06b3fa91d947c05449340c9de6897b012ac9170f92ccf20e2954c52d201b5234"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "92559d7fa2bcb3615fd87a2110d61b40704e80b98ae774d55e8672cb71a30031"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "b72c170f068e99fcf7a09773e455e960035e01f245fad81b89a64e487039732b"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "061efc20cb6cadfb25f29db3ea255adbe2e1126d113dfe63c64a8fb24e13b216"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "6dfbbab429b1ee25b61b8ca59da27706c46e4f055f3eec05ff10a30d63b4cf0e"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "350c257a253cef46ca263dc0904c6f057745e8453834fce75d043816bc811855"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "13776fd612bc93a88723e5f0526330d8b67a9177c886b7f32bd209be60182c13"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "658c4bd3def28db7abf935e6e34bb529549b7115276445cd6b2938bc9fef2766"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "b5386c46789cf8338c6822126bb73fa238bd192d7ee69b956b0c907fe683e9c7"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "0ebe3d85a2afdc7539b3b166578e84b3ed81a5be3289ab84190abac0bdbadce1"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "c6e40eba02f5bb622dff8afc4e0d257470d8dc1078112b2ea5eee7550ac18eb2"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "ecc671d6c4faf6b0dd42f8938f178d4455358b63f51dace9abcf3d1c048ce97e"
+    },
+    {
+      "path": "audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "8fcfe25e34d83a17bb706f6508e95b413f996853f243f529236bce1b82da163b"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "bb59498c12fa42c5900c06c5bd76f8a6d9374028b34c45204b48da299e802992"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "829dca83c233285cbfa0c26f1643cf2dfd5aa6d71acf19b93c3111c2a94123ca"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "ed53a3ea8e0def239486b47a3fe50f4889f03d3b42f7cfaa891b48a02d398678"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "93be462e1167730462e1faca842663921d3c9b7abe8cee4d1ed30b1ef4a2bd08"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "e44558058778b901efe25ab81e1c1171cea7caed4d7d6bcc62b86a71fcaa17c3"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "8644de15deb0fb8776a638446fbdfc4c6c6f9dce98312ad35168321d4b4d9dd6"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4f97dd84b91fcf296ca67fb7b7e9f570470e6bf5c5218cef9b16585cdb8f478b"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4cb83a8d77cdb1a7ea9369311c220e70141da6985aaab21912cc7cf469136ea4"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "517313c28633b2423d0c8d5fa322999a0c37a26bf0fdf64cefddec62dea55cce"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4243fbc57c2aac3cd8046924e89514c28b2f53c9ccfde7619995ef575646f5fa"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "8f4b7bf26d6f5311fc13d3854b9a293483924823cc638ecfa344380eb14bafbf"
+    },
+    {
+      "path": "audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "04588268cc3b36f77d83ffe9569b9da2b49a14a857f56c4ffe9bf251e045a7cc"
+    },
+    {
+      "path": "audit/seed-probes-gate.json",
+      "bytes": 558,
+      "sha256": "c2bdf69dfcf3705f2c00abb9b1e20b75f758cb4a922572050094c7ce85328aa8"
+    },
+    {
+      "path": "audit/seed-validation-gate.json",
+      "bytes": 1213,
+      "sha256": "2fa8596d1a98ccb17bcd7a20f23591f97c4b724be381cc5331a7f2a72363d10d"
+    },
+    {
+      "path": "cases/controls/cal-matched_energy-00-s51101/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/controls/cal-matched_energy-00-s51101/requests.npz",
+      "bytes": 883,
+      "sha256": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314"
+    },
+    {
+      "path": "cases/controls/cal-matched_energy-00-s51101/spec.json",
+      "bytes": 1520,
+      "sha256": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15"
+    },
+    {
+      "path": "cases/controls/cal-physiological-00-s51101/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/controls/cal-physiological-00-s51101/requests.npz",
+      "bytes": 894,
+      "sha256": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d"
+    },
+    {
+      "path": "cases/controls/cal-physiological-00-s51101/spec.json",
+      "bytes": 1518,
+      "sha256": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.npz",
+      "bytes": 832,
+      "sha256": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json",
+      "bytes": 1632,
+      "sha256": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/requests.npz",
+      "bytes": 807,
+      "sha256": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json",
+      "bytes": 1632,
+      "sha256": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/requests.npz",
+      "bytes": 858,
+      "sha256": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json",
+      "bytes": 1632,
+      "sha256": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/requests.npz",
+      "bytes": 886,
+      "sha256": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json",
+      "bytes": 1632,
+      "sha256": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/requests.npz",
+      "bytes": 804,
+      "sha256": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json",
+      "bytes": 1632,
+      "sha256": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/requests.npz",
+      "bytes": 824,
+      "sha256": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/requests.npz",
+      "bytes": 909,
+      "sha256": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/requests.npz",
+      "bytes": 834,
+      "sha256": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/requests.npz",
+      "bytes": 871,
+      "sha256": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/requests.npz",
+      "bytes": 785,
+      "sha256": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/requests.npz",
+      "bytes": 777,
+      "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json",
+      "bytes": 1618,
+      "sha256": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/requests.npz",
+      "bytes": 835,
+      "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json",
+      "bytes": 1618,
+      "sha256": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/requests.npz",
+      "bytes": 853,
+      "sha256": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json",
+      "bytes": 1618,
+      "sha256": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/requests.npz",
+      "bytes": 834,
+      "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json",
+      "bytes": 1618,
+      "sha256": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/requests.npz",
+      "bytes": 798,
+      "sha256": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json",
+      "bytes": 1618,
+      "sha256": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/requests.npz",
+      "bytes": 724,
+      "sha256": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json",
+      "bytes": 1615,
+      "sha256": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/requests.npz",
+      "bytes": 768,
+      "sha256": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json",
+      "bytes": 1615,
+      "sha256": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/requests.npz",
+      "bytes": 812,
+      "sha256": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json",
+      "bytes": 1615,
+      "sha256": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/requests.npz",
+      "bytes": 809,
+      "sha256": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json",
+      "bytes": 1615,
+      "sha256": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/requests.npz",
+      "bytes": 798,
+      "sha256": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json",
+      "bytes": 1615,
+      "sha256": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/requests.npz",
+      "bytes": 794,
+      "sha256": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json",
+      "bytes": 1613,
+      "sha256": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/requests.npz",
+      "bytes": 837,
+      "sha256": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json",
+      "bytes": 1613,
+      "sha256": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/requests.npz",
+      "bytes": 820,
+      "sha256": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json",
+      "bytes": 1613,
+      "sha256": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/requests.npz",
+      "bytes": 798,
+      "sha256": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json",
+      "bytes": 1613,
+      "sha256": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/requests.npz",
+      "bytes": 757,
+      "sha256": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json",
+      "bytes": 1613,
+      "sha256": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/requests.npz",
+      "bytes": 835,
+      "sha256": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json",
+      "bytes": 1629,
+      "sha256": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/requests.npz",
+      "bytes": 830,
+      "sha256": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json",
+      "bytes": 1629,
+      "sha256": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/requests.npz",
+      "bytes": 892,
+      "sha256": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json",
+      "bytes": 1629,
+      "sha256": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/requests.npz",
+      "bytes": 845,
+      "sha256": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json",
+      "bytes": 1629,
+      "sha256": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/requests.npz",
+      "bytes": 801,
+      "sha256": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json",
+      "bytes": 1629,
+      "sha256": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.npz",
+      "bytes": 854,
+      "sha256": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/requests.npz",
+      "bytes": 825,
+      "sha256": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/requests.npz",
+      "bytes": 897,
+      "sha256": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/requests.npz",
+      "bytes": 905,
+      "sha256": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/requests.npz",
+      "bytes": 840,
+      "sha256": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/requests.npz",
+      "bytes": 806,
+      "sha256": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json",
+      "bytes": 1620,
+      "sha256": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/requests.npz",
+      "bytes": 896,
+      "sha256": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json",
+      "bytes": 1620,
+      "sha256": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/requests.npz",
+      "bytes": 813,
+      "sha256": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json",
+      "bytes": 1620,
+      "sha256": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/requests.npz",
+      "bytes": 855,
+      "sha256": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json",
+      "bytes": 1620,
+      "sha256": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/requests.npz",
+      "bytes": 770,
+      "sha256": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json",
+      "bytes": 1620,
+      "sha256": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/requests.npz",
+      "bytes": 777,
+      "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json",
+      "bytes": 1616,
+      "sha256": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/requests.npz",
+      "bytes": 835,
+      "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json",
+      "bytes": 1616,
+      "sha256": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/requests.npz",
+      "bytes": 841,
+      "sha256": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json",
+      "bytes": 1616,
+      "sha256": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/requests.npz",
+      "bytes": 834,
+      "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json",
+      "bytes": 1616,
+      "sha256": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/requests.npz",
+      "bytes": 796,
+      "sha256": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json",
+      "bytes": 1616,
+      "sha256": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/requests.npz",
+      "bytes": 669,
+      "sha256": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json",
+      "bytes": 1611,
+      "sha256": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/requests.npz",
+      "bytes": 691,
+      "sha256": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json",
+      "bytes": 1611,
+      "sha256": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/requests.npz",
+      "bytes": 698,
+      "sha256": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json",
+      "bytes": 1611,
+      "sha256": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/requests.npz",
+      "bytes": 723,
+      "sha256": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json",
+      "bytes": 1611,
+      "sha256": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/requests.npz",
+      "bytes": 692,
+      "sha256": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json",
+      "bytes": 1611,
+      "sha256": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/requests.npz",
+      "bytes": 796,
+      "sha256": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json",
+      "bytes": 1609,
+      "sha256": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/requests.npz",
+      "bytes": 864,
+      "sha256": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json",
+      "bytes": 1609,
+      "sha256": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/requests.npz",
+      "bytes": 854,
+      "sha256": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json",
+      "bytes": 1609,
+      "sha256": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/requests.npz",
+      "bytes": 826,
+      "sha256": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json",
+      "bytes": 1609,
+      "sha256": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/requests.npz",
+      "bytes": 784,
+      "sha256": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json",
+      "bytes": 1609,
+      "sha256": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/requests.npz",
+      "bytes": 800,
+      "sha256": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json",
+      "bytes": 1625,
+      "sha256": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/requests.npz",
+      "bytes": 795,
+      "sha256": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json",
+      "bytes": 1625,
+      "sha256": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/requests.npz",
+      "bytes": 860,
+      "sha256": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json",
+      "bytes": 1625,
+      "sha256": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/requests.npz",
+      "bytes": 823,
+      "sha256": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json",
+      "bytes": 1625,
+      "sha256": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/requests.npz",
+      "bytes": 783,
+      "sha256": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json",
+      "bytes": 1625,
+      "sha256": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.npz",
+      "bytes": 841,
+      "sha256": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/requests.npz",
+      "bytes": 832,
+      "sha256": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/requests.npz",
+      "bytes": 886,
+      "sha256": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/requests.npz",
+      "bytes": 854,
+      "sha256": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/requests.npz",
+      "bytes": 770,
+      "sha256": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/requests.npz",
+      "bytes": 794,
+      "sha256": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/requests.npz",
+      "bytes": 861,
+      "sha256": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/requests.npz",
+      "bytes": 831,
+      "sha256": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/requests.npz",
+      "bytes": 808,
+      "sha256": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/requests.npz",
+      "bytes": 813,
+      "sha256": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/requests.npz",
+      "bytes": 799,
+      "sha256": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json",
+      "bytes": 1629,
+      "sha256": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/requests.npz",
+      "bytes": 833,
+      "sha256": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json",
+      "bytes": 1629,
+      "sha256": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/requests.npz",
+      "bytes": 821,
+      "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json",
+      "bytes": 1629,
+      "sha256": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/requests.npz",
+      "bytes": 852,
+      "sha256": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json",
+      "bytes": 1629,
+      "sha256": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/requests.npz",
+      "bytes": 801,
+      "sha256": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json",
+      "bytes": 1629,
+      "sha256": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/requests.npz",
+      "bytes": 849,
+      "sha256": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/requests.npz",
+      "bytes": 858,
+      "sha256": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/requests.npz",
+      "bytes": 845,
+      "sha256": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/requests.npz",
+      "bytes": 859,
+      "sha256": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/requests.npz",
+      "bytes": 797,
+      "sha256": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/requests.npz",
+      "bytes": 788,
+      "sha256": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json",
+      "bytes": 1636,
+      "sha256": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/requests.npz",
+      "bytes": 829,
+      "sha256": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json",
+      "bytes": 1636,
+      "sha256": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/requests.npz",
+      "bytes": 856,
+      "sha256": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json",
+      "bytes": 1636,
+      "sha256": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/requests.npz",
+      "bytes": 845,
+      "sha256": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json",
+      "bytes": 1636,
+      "sha256": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/requests.npz",
+      "bytes": 807,
+      "sha256": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json",
+      "bytes": 1636,
+      "sha256": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/requests.npz",
+      "bytes": 798,
+      "sha256": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/requests.npz",
+      "bytes": 817,
+      "sha256": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/requests.npz",
+      "bytes": 838,
+      "sha256": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/requests.npz",
+      "bytes": 843,
+      "sha256": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/requests.npz",
+      "bytes": 802,
+      "sha256": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/requests.npz",
+      "bytes": 849,
+      "sha256": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json",
+      "bytes": 1644,
+      "sha256": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/requests.npz",
+      "bytes": 840,
+      "sha256": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json",
+      "bytes": 1644,
+      "sha256": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/requests.npz",
+      "bytes": 897,
+      "sha256": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json",
+      "bytes": 1644,
+      "sha256": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/requests.npz",
+      "bytes": 861,
+      "sha256": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json",
+      "bytes": 1644,
+      "sha256": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/requests.npz",
+      "bytes": 790,
+      "sha256": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json",
+      "bytes": 1644,
+      "sha256": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/requests.npz",
+      "bytes": 850,
+      "sha256": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/requests.npz",
+      "bytes": 927,
+      "sha256": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/requests.npz",
+      "bytes": 895,
+      "sha256": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/requests.npz",
+      "bytes": 885,
+      "sha256": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/requests.npz",
+      "bytes": 876,
+      "sha256": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/requests.npz",
+      "bytes": 805,
+      "sha256": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json",
+      "bytes": 1623,
+      "sha256": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/requests.npz",
+      "bytes": 839,
+      "sha256": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json",
+      "bytes": 1623,
+      "sha256": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/requests.npz",
+      "bytes": 821,
+      "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json",
+      "bytes": 1623,
+      "sha256": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/requests.npz",
+      "bytes": 854,
+      "sha256": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json",
+      "bytes": 1623,
+      "sha256": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/requests.npz",
+      "bytes": 806,
+      "sha256": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json",
+      "bytes": 1623,
+      "sha256": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/requests.npz",
+      "bytes": 800,
+      "sha256": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json",
+      "bytes": 1642,
+      "sha256": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/requests.npz",
+      "bytes": 807,
+      "sha256": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json",
+      "bytes": 1642,
+      "sha256": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/requests.npz",
+      "bytes": 816,
+      "sha256": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json",
+      "bytes": 1642,
+      "sha256": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/requests.npz",
+      "bytes": 807,
+      "sha256": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json",
+      "bytes": 1642,
+      "sha256": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/requests.npz",
+      "bytes": 751,
+      "sha256": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json",
+      "bytes": 1642,
+      "sha256": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/requests.npz",
+      "bytes": 680,
+      "sha256": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json",
+      "bytes": 1630,
+      "sha256": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/requests.npz",
+      "bytes": 752,
+      "sha256": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json",
+      "bytes": 1630,
+      "sha256": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/requests.npz",
+      "bytes": 782,
+      "sha256": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json",
+      "bytes": 1630,
+      "sha256": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/requests.npz",
+      "bytes": 781,
+      "sha256": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json",
+      "bytes": 1630,
+      "sha256": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/requests.npz",
+      "bytes": 728,
+      "sha256": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json",
+      "bytes": 1630,
+      "sha256": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/requests.npz",
+      "bytes": 1045,
+      "sha256": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json",
+      "bytes": 1644,
+      "sha256": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/requests.npz",
+      "bytes": 1025,
+      "sha256": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json",
+      "bytes": 1644,
+      "sha256": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/requests.npz",
+      "bytes": 1077,
+      "sha256": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json",
+      "bytes": 1644,
+      "sha256": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/requests.npz",
+      "bytes": 1004,
+      "sha256": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json",
+      "bytes": 1644,
+      "sha256": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/requests.npz",
+      "bytes": 980,
+      "sha256": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json",
+      "bytes": 1644,
+      "sha256": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993"
+    },
+    {
+      "path": "component-audit/controls/cal-matched_energy-00-s51101.json",
+      "bytes": 9637,
+      "sha256": "8d3018c752b30ae587d580b45748854de3af0b88fdfba78aba241f70ad267da3"
+    },
+    {
+      "path": "component-audit/controls/cal-physiological-00-s51101.json",
+      "bytes": 9635,
+      "sha256": "b54e22f755d28d8969a28f9781dee7eb1f2ea37d663b5452eacbaa4507279df4"
+    },
+    {
+      "path": "component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 9652,
+      "sha256": "1ed80092879afdc850644d36429ac039668c746aad8dc68873d80ce2cdefdfb7"
+    },
+    {
+      "path": "component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 9653,
+      "sha256": "9d2ae69912eed910a38ab94dc6553809fb5203f56153bd7f7c12940bfff4c2a6"
+    },
+    {
+      "path": "component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 9661,
+      "sha256": "d7c81ed17fe2bc8a02aaba971b17c99f3426d892375ae2b29afe6ea83e969db0"
+    },
+    {
+      "path": "component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json",
+      "bytes": 9659,
+      "sha256": "29c4f4723c50599ec2aa4398220141725c5cf35310614c4472366e6f21a339cc"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/.ninja_deps",
+      "bytes": 726096,
+      "sha256": "ecc8b54e5d5e05e975fa7b724ae535b432e8811eb630dd08bd7cf84d381bd753"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/.ninja_log",
+      "bytes": 217,
+      "sha256": "a2538070c79a03e3ccae439d393d3815b739782338622cc93658487930b2cd77"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_cuda_8b92086ce274b694.so",
+      "bytes": 371672,
+      "sha256": "1ccf024c35f8ec38c294d42a5b0ac4fc535034223ca47a558228f3a9182a9153"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_ext.cuda.o",
+      "bytes": 235784,
+      "sha256": "6eaaf05493e932fb826b200296f3ce2ce4b5d99a2d151f5a9b7b3404126ab481"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_ext.o",
+      "bytes": 381024,
+      "sha256": "f9092f2ef8da90ee89cfb89075d1e0891456f4bcbf6d9d405c65696a92f8cc49"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/build.ninja",
+      "bytes": 2104,
+      "sha256": "75c123c6847475e58245ed925446ae65ffcb58f336d6b4cb928e7f47e4de8a50"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/lock",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "228218d929370f412387eddc969694178b025186ed4d226a17e57c2d46bf49d5"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "2d190ab166a4c5af542629a0e09aca50f8ccdc2b756dfe21de1010075388b511"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/queue.jsonl",
+      "bytes": 320823,
+      "sha256": "798b87b23b835e357429a226241ec0d1c8b520254fe2a8ff755e2892e1f7bc0d"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv",
+      "bytes": 1914,
+      "sha256": "8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/state.npz",
+      "bytes": 2068508,
+      "sha256": "17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/summary.json",
+      "bytes": 6466,
+      "sha256": "2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b71e13ef45e1562c7ad87084af30b0dbb0e68acb2848372d92eb53bd3652dd8b"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "02576a8aea786e600bc165d53a1d13853489b3e5d27ddd38c28e1a6d888b85de"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "830e2f33958a35666f61a219c72025b06970f1043971310f56f112253c6c816d"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/queue.jsonl",
+      "bytes": 320856,
+      "sha256": "c154d9b1b6b39e376be892bbf9d622baf976be1731ee3ab7594a919a765a5764"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/requests.csv",
+      "bytes": 1980,
+      "sha256": "b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/state.npz",
+      "bytes": 2075058,
+      "sha256": "86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/summary.json",
+      "bytes": 6460,
+      "sha256": "c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "f582ba1006f8d600d800a5439cdd116508eff4b1886efca28479e382e4070db5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "87509e937e12f67fec42bc3a9b7cdb5e497e08e802f894bd4f34cd2f8d251418"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e06a3ab89be571c197a19469dad8d89120025518fa3506a08766a14ffc2fcd30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "01749c886a94731565b75b66e63050b52c57f53808c61838b212d14bcbec5790"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b365e01a0444457249984cd33758c345a121313f7556cb7ef150434306f60c15"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "74746320407c9fa400011603d9dfef36cc0e9bcb0b04fe8ee7508ad417fa74fb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/queue.jsonl",
+      "bytes": 321035,
+      "sha256": "1d529fce25eb6856a534d41c205224f98b6c41b01a38c232e4ed16b722706326"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv",
+      "bytes": 1658,
+      "sha256": "de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/state.npz",
+      "bytes": 2118360,
+      "sha256": "a2e402d11b1b7f915b3bcabf69d803039bde5c27dfdf237546b1fafab4729cae"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "21d9d7aaebbd765d616580c71a2ce66bca67044f2a18fff8b9cf6bd326f5446a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bacd3f7d07ceb4194c3542dd85edac6541b9b2246f8735945d03e43474c6cc41"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e58c743c50e0e0c6c39f818e70795df1c770efac2a8b73b89a6db0961edb5781"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "df17f5ff59493997d551845aa390c216dce044e97f08ef14e980d590cd4fb03b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1b24a689c3a80bfae1ab1e9a9c9f9848a3f3559c6f8d10e02bdccb4dd2e089fb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c6849a71a584c16ae40b17fd6e6a8226dfd23592888fd7492cbc1c0d56579dd5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320767,
+      "sha256": "8008072bb10dcef833761e8777cc4f7254839882dec204bcffc4fd3f543a3057"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv",
+      "bytes": 1954,
+      "sha256": "c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/state.npz",
+      "bytes": 2092424,
+      "sha256": "f6a2f4b04875a66d9df21063114dea8980230916291533f70b0d73901618f6c4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "431a4577e3857fefe9f94b9b671f58917c9c2b8b22f80981a8a157869666c45a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e7879cf418437470a55ed9aeb83b06fa99a252e9dd02b1ffd517f5e3639373c5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "37d6d9dcc2118c56270efa698f1bf7ed3232dd38bd715620d796fb46a4ae2f1b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "065589abb47f7159f5c91b64b27082ab53447c6dfebc08b8b70c6ef0f9973458"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e8d56937a6a2e629e743b1fed9078ee1a10edf68e245034182ba8d419f3b436a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "316f3556f0df06a3c2c1cad2061899ea946f31535e86b3879b580d7c65e98b9b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320870,
+      "sha256": "df974420188597686d3955ab25a63f3905152d642d3fa3c3ef811128d914f969"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv",
+      "bytes": 2077,
+      "sha256": "2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/state.npz",
+      "bytes": 2090950,
+      "sha256": "7683dd404a575bef06ee3eb8b6ccb4bea4ce97e044a6c3abcf963ee414f43dce"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "444d075ee5c73fac12da4812b2c2604044a06b2623a609aa082ddece221d8d75"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c4ecc67a29f07a07381e4a0a9e49b64bfe35c89ddbaf33a3d00ebee8778a8947"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d4a8dce2147a5ae1d06e811d1e4df4bff461f45e62083d8cb7fe8eda95a2af3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d866fa09911c1963799261305e85305309c930d8829fb612cf6275dcb5fa908c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ba780c045ca5f075918a09e1c30e3c482c311952fd2672b440f7d69d5160608c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d47875ef926022e0d1723d78f93fd28da6cf1a1dba6a14c1106112d6598d121"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/queue.jsonl",
+      "bytes": 321026,
+      "sha256": "b8557e79bdab0732227ced6f1234bfbd50c87b900f2cd1d3a093c845d23e92e8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv",
+      "bytes": 1633,
+      "sha256": "22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/state.npz",
+      "bytes": 2076864,
+      "sha256": "0528d0b77e601a3fec9bfd72644f7223f6e6ff936cef3a277392019615261547"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d925038af9150c66e53f22758a621eae22f8e94369ff3ea22efec53cfde31626"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320851,
+      "sha256": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv",
+      "bytes": 1694,
+      "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/state.npz",
+      "bytes": 2095149,
+      "sha256": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320851,
+      "sha256": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv",
+      "bytes": 1694,
+      "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/state.npz",
+      "bytes": 2095149,
+      "sha256": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json",
+      "bytes": 6478,
+      "sha256": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c6523b4ce0d6da3b7aa7e5fc8514d1b898502eaee6ea67710510aacb87584d31"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "86f32a12fd435de673fbf713551658d7bfe77a5aa669629f5b24d36a7696b9e4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4898af02fcfef8a5fc30c51a6665f1201d9e2f06ad04875c9b324a78249a1be9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1471f86c463a76382814c720983a9b7e1a61ae835b81759024fca5052e0e4526"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f117def8d0d74c7bb76efba338929f86df627004a1a6146fa454f2ae6a446b27"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320792,
+      "sha256": "7b0491aacdff5c4070af33d6affe9825c7491b97aac93a7be76ba978e3ca91a3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv",
+      "bytes": 2214,
+      "sha256": "a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/state.npz",
+      "bytes": 2069357,
+      "sha256": "c8275ef6daffd44ee5b5cc62cdf388825a9026da1f9de35b7bbb65d5b5096e6e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b05f059ac1dc2dbdbe4421884f5c0fd66150523e77b03351ca376ae61b054d25"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8d7e166d9e3dea7f05d92c49952436ec4ade24fc9483be2c677449e5edc8824f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ff577fea082433379acd3f6d30d0311a4563d6f904d282e7729277df49c5f87f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "297c02cf0794e226ca44ccbf633a74a16ad779dfcddc23ca6ca5e615c7979206"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e18aaaf6c1ce7a21aea76153ff9ef9df9c9e4c2746839135d7d430636a8ca3a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4bfc51be9f7c74f07f8930c865c4aa7d5545b131474d8aa940402f5a39270147"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320455,
+      "sha256": "81c7ec4fdf79f777b4fb1515b8c3c8098d09a16ad52ff4b00db8171d6d146e4b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv",
+      "bytes": 1749,
+      "sha256": "d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/state.npz",
+      "bytes": 2096162,
+      "sha256": "cd7a19591dbc458d350a8e94e11dfd7e18059e6d6ce14ee93883eec60fb31575"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d4a5e33e8d2df2e65fc8f20ede1cbd8808b1fc0d38d721cd469fac4f18f4452e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8a0b1c3bd74d03a8551fc2ad4644e129cbfb008820d8f1128a097fedd72b381e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac134abc6774864d156bf86f359fc7b6589e0420b0b7061c8bfe0c34126eb64c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a9900c33acfe32b9086607243384b77a7673227400604e00849d64f0a9c007be"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "cb9428abcde03f3aa80a6f213d23aba56880889e30f7a58afb8f9763704d5da6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e44c73ad7ddf7936704aecae308bb88ead69591362fc623ce628759f1bbe87bf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320649,
+      "sha256": "3be34e6e57bdffe596c6433bd73593d8813b2215da23bf6f4fa48953edbe9e8a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv",
+      "bytes": 1930,
+      "sha256": "f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/state.npz",
+      "bytes": 2093215,
+      "sha256": "ea45193f2a4ef02f40aad01c2c21240091880012fc8ab42b2833795413a880a7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7ae9c1c73867037dc33526ae3f6e63af9731339fdbb0027566a10cf75864b6c1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "24d80230317fb8a083ac14690b7429784f3641b11e3838ea25660851f7db54e3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e4ae1633229d737d504cb8eee0d11319c10ac772210fd98453bcadf4cfa5fa98"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a1cd68af429141c4ec1e497efaf429e7121924bb89e4d33861c530150eb3ebe9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "67f3016c2fabea617ba4967e0e2ffbd67a8317908af9188825a838a6ba40f14b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "61f9a007211d42c42974e97ef8b3878f984c0a8b6a21d4e745f926e9ac16f1fe"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320446,
+      "sha256": "4e8ecc814ae8720461263f905d3c7c4d27e1628fe794f6f7e63b415b78536532"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv",
+      "bytes": 1463,
+      "sha256": "c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/state.npz",
+      "bytes": 2116748,
+      "sha256": "c59602e4d6d25d3900df072b1585d828c7d7da81542846830c475f52c5c1d352"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a54ace40ed82208039c2a538290725c6090e5155f4206d745a98f467a6ea534e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/queue.jsonl",
+      "bytes": 320913,
+      "sha256": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv",
+      "bytes": 1750,
+      "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/state.npz",
+      "bytes": 2090148,
+      "sha256": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a4be2f0bcfc20d92ee86d3be00f17bae31f30610bdd4616b5cdbf56a6467d0d1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f111701edde55a2ef12c1dfaaee55da572b6759e99527253b168e980eeb2b567"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "26904b33121a13b5c1aff9e2b285605d4d1b89cda90199674d955b0212bc6a0d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "26edf3d12f7df9504ad0b7ddd919c624265ccae6b3c490cda2135be8671ca61a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7fc6b2100a33d0dbfd52dbe1af8c716d8508fe541c7263fb97e544f2754756b2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320790,
+      "sha256": "56bd0128c245cd6e9b4d1fe647ab72100c5829108c6e40a77d54a394fc8e90ae"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv",
+      "bytes": 1875,
+      "sha256": "0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/state.npz",
+      "bytes": 2077498,
+      "sha256": "64359c27339acb077aea734f7dcbc447c2a0e61fc6bb2ad300196a4da05b668b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9d636eb8e4779bee64b94c28e3552eee2c782069fa15545506e69162abe2b3de"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv",
+      "bytes": 1793,
+      "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/state.npz",
+      "bytes": 2095164,
+      "sha256": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321027,
+      "sha256": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv",
+      "bytes": 1554,
+      "sha256": "ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/state.npz",
+      "bytes": 2099700,
+      "sha256": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320518,
+      "sha256": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv",
+      "bytes": 1390,
+      "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/state.npz",
+      "bytes": 2079740,
+      "sha256": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320518,
+      "sha256": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv",
+      "bytes": 1390,
+      "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/state.npz",
+      "bytes": 2079740,
+      "sha256": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "278c0352fd418fa9ed8f424696b00c586e673618b8b54024c009521f3b919e26"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c9eadd547677a1b9c060b3dd8db6758b167b7369798c17c6c5b39ebb171fd940"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "58f44cb9bb217c8ec8defdac580f5c181c0297046852d2d71741e966dd7f1c80"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f172e3b88859e5f630ba029e5df2acb6b5661e92346857c010b3b2d6dccfa225"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f174e59939f206e364199ed00ddba6adb1d8620662e719e58a3ca7de13e69995"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320526,
+      "sha256": "a922ccdf38ad98a4c02b0e9de0515be45ee01052cee2f0eeeb81dbfff434fed0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv",
+      "bytes": 1597,
+      "sha256": "bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/state.npz",
+      "bytes": 2048703,
+      "sha256": "c13a5aaf2f6169a46e10b46d92436ab08f4870e848490d5061fad12e8f967110"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6bf26dff2adeb66c7f952240c14d3393e81ed8b14bb5d7721c03cb7a8ff9d7b8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c33fa5a0a18e7e4fd602b94fc90c104c9f28d56486cdec3f55179eec30262919"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d5a2b2c67bfd0004b59363ccfe907a9d4de4b2cbed85aa749ac20305b71e84c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a4a243281d5691c45962888f114dbb869aba273c24855c900bcda56fe1a1e390"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "bde5e95a679aa0dc4a52c4aaa5b18118964c11b948c102f2c8d62333cdc5e887"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "fa009bc09f6dca94392cd8095e016ec057d8b0b6f9d968d8f26380cc4d8252e8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320719,
+      "sha256": "acd8d3d1ec19a5604a82d3f22f381e2349b24203870fb9952e8426fe97efcef5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv",
+      "bytes": 1810,
+      "sha256": "8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/state.npz",
+      "bytes": 2080306,
+      "sha256": "8901c9963d8ddd7eb0cc38940330716b5491416f21d3b4ae4084ffda25f24f77"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "1d98fac49ef46c05ae074471da3c0678a4377e242a8397c7b2819ad7c92aae75"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a404872aa5bae4850fcd0988e4f4862cda2b2cbf32ad67057c2ee51adc3657c6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "d091e296a106784fcf541c99e73c8c0bf3ef17edf44d7b0b3b22554441d2b0dd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6f74c502942145946e14c8d5f9d520839f5d90bee03fc31b663d80f32a259f1b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4245827d30eda0a2830855e2d06d0f0d904b280485c12ad62ee23ebff96b8391"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3a6ab2761ada4c34d1856e8cd688a59679b52a0b53c3b72590ddc039da2c06a0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320660,
+      "sha256": "3d50a7efabcf1b554efbb9661035d6ffc6d30e298d78c65373e34682c71e886c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/state.npz",
+      "bytes": 2063059,
+      "sha256": "6adeff88abf77df995bd402f6f4f4d6ada9e7cfd31b130d00ae612e944464d97"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b5a4ae80820d05a612ce86eea8ee0e86b4c48aa8214b04b8039963d5a58c5ecb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5948450ac1f7ca913dd79fe08ccd68d6685d2ad3a9e76f8cb4be39d37888b5f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "15f8ad42878460920cc48928225e5b7f4929256c01dadaaa7e9a0b150b6928c7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dc41aa130544e72142ebe6f54105d94aca7c1e06a029c8c3addf12f1e0e6f44f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "10dabd4b522d5639c27a5c95db497cd0a6e0487fa63383bb32ba32ed6fd67ad4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d2c2e6d551cad917f10b149eb6f94ee17b8584559ffed6e191655ca119740c45"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320570,
+      "sha256": "6bab530ba0dbbf6b13064121bb910fd0f86e7a8699cb67cb4d3fcaf7b5420569"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv",
+      "bytes": 1760,
+      "sha256": "2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/state.npz",
+      "bytes": 2065553,
+      "sha256": "02dd5bab61f5fb549045104105e99f9c931002552dcf9cef7a1943fae2729bf7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6d70fa5c98d9c917c54a10e2d902e488b47c68e04ea5b9a2f61965b3a478722e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv",
+      "bytes": 1676,
+      "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv",
+      "bytes": 1676,
+      "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "54b74be13e0da23edc966bc7bf12dd54568da628d53108988dfd7a58a6c04d38"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "90dba32149535f167c4afa9ed38cbdf3de066831eda07cba7f77ab53187a7ab6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ffcb780450f77642582f9f726db8f64d96dfc53859591f9d249b2964bee9b538"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77dd593f6324cbddb48147c00481998d20ab2a2dfc3c9df8ad611e5e143737d9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac2a3089b1c3ec02572f762c95cd603d0c21c00441660f36b2ad264c1ff8ad91"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320785,
+      "sha256": "dfb1d5a2effe7a409b507869d94d69259eace38e15544a51edd6a49b9c946e56"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv",
+      "bytes": 1788,
+      "sha256": "695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/state.npz",
+      "bytes": 2089628,
+      "sha256": "9eee167d3497bed606fe65a592e890b43ad11b46f8198a2fb836cbac02c677da"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "59e370507404be11f9b33576486ebe9e411d3ee9adf44ee062951aaf7167344d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6755a0f528838cd196f95964bbf49812c521698a9ff4891de4b6b3dc49c144f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "56a6dbabcfdf22f70ffbb541975405abd46938f12e74ae144dd7da5a879bec92"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8e66c11478571b83fd618f61fea06e8efee80cbf1335646e0a89948edddaa4c9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e7824eea55a70b4c08cc5d315aa949c5291d08797b3816cc5ee162826f4de87f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4cba59e2cfc28c6094e2d2e63f854c4cbc6e1ed8cf64d2587755b0169279732b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320860,
+      "sha256": "2cb200595c7d0c568f5e1698f23feccf4d5761f5e6755f72bba2f7ed2269f5d7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv",
+      "bytes": 1773,
+      "sha256": "f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/state.npz",
+      "bytes": 2069474,
+      "sha256": "65867ed036d5bbd1c043a99dfb905031dd20cf3c709a69d21120703db57e4aed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a7bb3930a8194d5206f2b37d588d792b20d0dd3be0ca8b92fc1c0052a636a371"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5505f60f4762f99a58cda63f361cce3a4f13dfcc88c6a4d96844bdd82d8c20b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3307e240f06ded4d0fdb81a936b21ae4c57c66ec64cbeaeebc65ee8c07e78f11"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0162a3673f7fefce6f56daa3e6f668f69557cc2983e4f4f1e250e1132624f364"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4b3cde2f7ce5cc5cdbd2965e5d0f879599c7075aae98e0c1e4b0e370ed978f33"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1a28443fa34fc76cecdb0620b578097dc9c69318ce46b8a14b53f078d1f22b81"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320671,
+      "sha256": "1ff4e5526f2c573ef58ede8be5ca3b2d50fd136fb1430cdc6bee85d16c007059"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv",
+      "bytes": 1631,
+      "sha256": "370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/state.npz",
+      "bytes": 2091929,
+      "sha256": "4bf7fb589a122c32cc5ff3199c578055c056c95cbfc988f0e8093cbd248b3cbf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a07caa9b470296be671a9dec2c5de9e089b05f8a4001cb417dd149c0db2e5451"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5375fa3d2f0746b4e5f65eb49378b775a26a2e48e0a925c1b4aa2ef29e6ae10a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f21bb846df985d932b67f71e3cd1dbb5c1cb91cf5c0f59e84f72032a09da9cbc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "06467e2786ce26ba3a58eb00e3b007e51703d0dea9e3692438daa86209ad80ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3f0be26815c395586577b165b4b6d589fe45b08bbddda3fffff8b5b5a8737f5f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f58d8d3f727ac0dd5338572933a5ca96096f00530ef9ea42df53cbad340ba10"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320834,
+      "sha256": "47238ad0d05d42be8eeecc3312be472e6e277cbd1080c7266823858cbda976d2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv",
+      "bytes": 1414,
+      "sha256": "0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/state.npz",
+      "bytes": 2067060,
+      "sha256": "87354769784bf6b88a88e8962374bdde2da68e9bc3e0f99e53a8aec95111d2f2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7bdc08f07223c59a98b582930908fdd3c21698ddae0c1c7354bb2631dcf1e6db"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320743,
+      "sha256": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv",
+      "bytes": 1724,
+      "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/state.npz",
+      "bytes": 2122904,
+      "sha256": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320743,
+      "sha256": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv",
+      "bytes": 1724,
+      "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/state.npz",
+      "bytes": 2122904,
+      "sha256": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json",
+      "bytes": 6478,
+      "sha256": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "394e8e40da40efc363a8aa560c23607758d621a581176cd8a330b7267d013b23"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "32e367ce5fbf9579c4a22e511cb8c2d072c29fdb40ad382c2bab437cfc01d065"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0eb3395ccede202f4c06d692958a16cdcea839fc6e85d633154afcad8c7bfbe5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c5f2fdbe6055a68bc886925dd01174d46500e4b0244c92028264855e680c91db"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "07361b6bdd6f3c75f6aaf6460f88e51f80108ded44a8965baa195f73ef9809f6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320662,
+      "sha256": "3e618f7ebd2e00de28247467f6e9c6e020bda769a41a4c3c1f73e37b49c82467"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv",
+      "bytes": 1749,
+      "sha256": "489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/state.npz",
+      "bytes": 2120666,
+      "sha256": "60572624c540c0377b2b48d39d814cb9340b78ef59ad16bcaa77029486584771"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "494b5ccaabda99c9ffeea8ca7493a392055a5aebe55466cf3cdb30fa873cdc5e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "007df4d22c31132332672b29b71d7ce19b835be93a39274bb24d9eaaf9090319"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c38f3168f1315aa2fdf02e34f7b695b305dd722096242c6180059bba24203a12"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2cd0f46f3ac5a504786add9c89282129bed51064cd1935868007d24e8aa4ef07"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1e0440fc7d9521e93e266b3e01e2338cb534c94679610ba93a6d74a7b59e0254"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "accce938b5dab6a15af00fc5c35cd476e75a85d236f613ee56674af3a41cb099"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320421,
+      "sha256": "2c30d8b29b7d72913df6dc047d341661f77e42220bef42f324683aaea1f567c1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv",
+      "bytes": 2094,
+      "sha256": "9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/state.npz",
+      "bytes": 2066784,
+      "sha256": "914eeeb84311271f1191a6aa990ce467f3cfa9a33de91744d698b32148e7fc4c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "bf62ae9a56791ac7ea79ba821680d165962db865f33737b3b85cc9ea44931d78"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "48f2b648ae276ac5731feb861680e0f8afaf2e90e28d30c980fb97f4b34d287a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9ce4c42e47b2cfd367a5dc33bc685cbb18266111afd09fa365ffbb704e721c9a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b1c4d9ebd79c29400d1737cb0f2abca03f2da92b319a1c05531d3f99d51b9b61"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fbf62a04ea53c22f8b80abc465e9d2c679485f9faff7aee10d20c1d59924892"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "2f81d7e25f8f96a1b4d0e460f71ed74204cc09326b362b93e3732f31b0f0f8d8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320816,
+      "sha256": "07553a422c1275c8d1b63f2e6da04cd01615d02eb5d50cdd8a4d049f6042eb6c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv",
+      "bytes": 1784,
+      "sha256": "bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/state.npz",
+      "bytes": 2081689,
+      "sha256": "7a32c17e2457bc3ac267834d1cb97cfb97e122131ff827d328230cda349f3647"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "1ddb546e66371fd7b1d6f6bf630cb15d07b037c9a21b7f9dc18a99b7ef70d871"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6baf311f5f615bdbe52d19bd2fa9ce08179e6030f2c0aed3edc50817d16a194e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ccc24543aa81da3b8f40b1e754a55dc0d0edf0518c48820aaf1d4117026357be"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8e9263f3e5d2a34b6f1bb951356ee501687441f798f77cab85adf1f70700d5f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4999fda512a6bc26c993a9db20e951a692bcf8b84b9a86406ea42b37fd537e6b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac4d70ec6e71c060acc0281cb0bb678df658266d8e290246126aa1c08457166d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320022,
+      "sha256": "699fdbf2282105c153c1e1a362fddcaa3f3a5ecd784c4e40b7a1c79bc4c08312"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv",
+      "bytes": 1541,
+      "sha256": "0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/state.npz",
+      "bytes": 2036660,
+      "sha256": "3f7014ce074fe7b7657cce45951f94232f73a588dd44fe20d0b79b124d00e1d5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "f9f91a58f46f2865c0493f9fc7ece8930caa0ceed69d7a13de0ff599c3a14c96"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json",
+      "bytes": 6480,
+      "sha256": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9ab8412898d43ce905382b501e2b3f1e5b0d0b5c20da664b1863a4c165e66371"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba797456b196bae1399213db79823c8d6e48a56d270ff5c87beb9d929b8829b3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32146beeacc8fe093b1a213ccc6c4398769015457a92a9f903b4baa34e5c9fbd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d3c6c0ec344876961cc63f2ac848d098f44fc68e0cf851cee33014c8d2e78914"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5aafb32d3039ff47a2a951c2d2fc84b06e4cdf134597f3ea5478e0f5b968d7de"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/queue.jsonl",
+      "bytes": 321029,
+      "sha256": "b80fc3f830a2eb44d883b9dc52f829c62fc7c5fc6f46936c1af3cd447cd907b6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv",
+      "bytes": 1767,
+      "sha256": "dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/state.npz",
+      "bytes": 2118378,
+      "sha256": "1d077d597a739ee758c1ea0ac07cea5b6bd269364bf295547ce42898f23e1135"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "08e644319916a618cb326cd3604e9cf7ab51d3f4ff5e817728e7ee258369f4ca"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4a5edbd6c7823c4e95930750677ee6533e020f38e212b46103f7ade35f308f99"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c8e98a05da0374558508e2e802e2ad41f8924169d899172b349916e41c86c9b7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2f4c9af83d42fabf20a3c1644597ba806bf153b4c0de32fbc77126a4e3e37e58"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4571c2384c71e075ee00ca9f97b76895ee156a8fa4cfe186f2df30d5821e81e7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "16801c00e404f9a9ebbe0fa967ef9963a87c75542865142e2d191f5bdd2afbdb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320861,
+      "sha256": "a5e1f1e91c41b0d6c4923dee6bffb04d76b1891c19e0679c75f992577daa728b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv",
+      "bytes": 2161,
+      "sha256": "313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/state.npz",
+      "bytes": 2082791,
+      "sha256": "581277b16090cf5b796f306e2b772195ad08cb5a1ca814ff2cd54db402bb126c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e58f00f650da5cae15bd63dca5c998faf0cfec6ec491f635fad2b9fc7a812d17"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1e36eba4a3f35a5b3f8c22553dafade2924e0ba4ca0da8b6d7456e8a21225faf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e3df35293580ba5a86e78ac2da10b6ed27e5c9b1b5af7498610d8dc67aef3d5d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9b38719cf96b9a3347ae4bac08457354e68ee5e9fbccb39a79a8f61bcf5a98e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "082a0ae84c18695f599d324cab3b0bbc24cf95c5e6bb39d408fa6125bb775239"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f703d0947bd4d7cbcaf923f68efdeb6c95a42306cbe4a3993ab574c834c8303a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320871,
+      "sha256": "d6a77c29b0a87c612c737bbcb3ba2508fc64069b175041a7872a20b0ce291818"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv",
+      "bytes": 2202,
+      "sha256": "bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/state.npz",
+      "bytes": 2096007,
+      "sha256": "b5f3401552c335df31b0a6ce3c2d8fd032e6df7b2b489ea61f11e1b3f9e3d45a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "cf11b6bc9c1935ab736dde151b161411c2e432b23e81f89a86eec3d4c7510f84"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b8020bfb4cd5e683ccc17c13cc03db994b8c6b6efecea7adc6e00de398600910"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "af6f467eefe1c99e7b9fa4a5a42de24ae55237d38619307cb64ebddb75466f71"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c011b5976397c4107bfb32eeba524d97c9e0552417d2c33b11be7458f4de7935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "175a7c2f2c3d98ff1bd7d70e4bb297c8b030c76eea010b3c02b736d7d09c0598"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0dbe7bdaed6d9183fc6527ac084821e58ef091756d018b5434e2ccc500d64414"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/queue.jsonl",
+      "bytes": 321045,
+      "sha256": "b81386bea49809b46fbaf3a10a4118d26b6fd7502f7f26bde657b668c177f51b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv",
+      "bytes": 1839,
+      "sha256": "9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/state.npz",
+      "bytes": 2116428,
+      "sha256": "d68d6bff39e5245af5240776e54aba0fe0575ec04b09158b3f4c0be8afbe2f31"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "18f00a662ca9a42ea00b31ed459ad7ed981a04ac884441d1767dd832c3dea64a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320840,
+      "sha256": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv",
+      "bytes": 1630,
+      "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/state.npz",
+      "bytes": 2095575,
+      "sha256": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320840,
+      "sha256": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv",
+      "bytes": 1630,
+      "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/state.npz",
+      "bytes": 2095575,
+      "sha256": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json",
+      "bytes": 6476,
+      "sha256": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "24ea3cf44da8413c1531e3886216fe85396c77e320b79732fcd0fa1525a7a920"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e5a6809acd304796bafe5a2b46ad85509a82cb438aa13763f8573407c5094e33"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9a9425d3b8dd15d7d6137f097522cdbda3d0a88ae4d945cdd53c6c5bf7f79095"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f5deacdcb5c2f7b19647d1f0a523ee95e60e28be078d37e7eb876c65fc1e17f0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3fb0364824401c285605f56e90703b0e1a5d10f18f2e53f3a7a5b03012ef393e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320652,
+      "sha256": "e1f7b0b80d1ee8d0669c7786f8b0a296aa5034f574c541d97e419a4d572a5c63"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv",
+      "bytes": 2119,
+      "sha256": "370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/state.npz",
+      "bytes": 2069287,
+      "sha256": "1ec78574f80411d9d04a3405ab497f69fb39e9c9b7cbd8ce9819c14f315f499c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "415c604f16d8d130084e2dcf914695f52693e720a4b9180c4557baac9aadee4d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8ba5dd6e699bbf98414ffb87a9432ca1cfeda717ae0101dd5281279ee99f7ca"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9536317415a7d407cda108b8638c3916e832889843edfc14932265aefe3a4808"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6c3e2108d3e03e7353099aa747743077c98be9588dfc04a54fc1faafe855e403"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f6ab11756c87a5b4e79b7225b73d2df31f27c650a773d9e7555d1cc5166aa8f6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "60d700d53f33299abdaa11b6d47597e60578b2806f7996a589b42f7f30219441"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320426,
+      "sha256": "9d4ce9ebf46d87fc28933492a89cddc19815e2936d0fa7eccdfe8758b223a859"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv",
+      "bytes": 1672,
+      "sha256": "fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/state.npz",
+      "bytes": 2081902,
+      "sha256": "150450a546b45b67668e1fa4d33f73a7eab39a7c4c019900fab501640dcd8c6b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "42daddbfb5369c2acd58635deca14e1adcef8caf512b00c11bcc48d9e203a919"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8ce1f893bfa65ab01584081b1a93354900e40fa3cd6263d93e8afbafd388ac74"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a23117eb29018f0adfbf0b0044d87309619b854fc4dc5f2041503bb2e03041dd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5b8d1d9c2b3fb669fecabf658a82ca84cac61968443c0cea5f2b2c71e559fc6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "481aff5efc6ae095d015a5b18d63bd87087f41f41e77b9291d630296d7b9de72"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "51cef95eb4112ffd6488accadf4898b9d1ea5c5a23a3e0ff6b3379496c453855"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320668,
+      "sha256": "6ccbc63cf66114bf501d0f884e2f7322f529cb804ab0379612fba0510ce8b5e8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv",
+      "bytes": 1831,
+      "sha256": "a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/state.npz",
+      "bytes": 2102038,
+      "sha256": "507e0baf4163f86768ecb4b8a130112671cb8a25582f033bc511ab799597d09f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c26011e148b7b8ecf18ec80e86d0c39f95689619c608d628f7ed7c64f90beed4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0947f3b5860bfa5b6434d88bb605266b113a77547554740cb853338296411967"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6e6519024da189dbc4eab232bbf55c50e1aea03cc980534d09b4234c3b83d20a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32e5db0d575571e262842b39b09cdcb7b876b9578abaac4cb42dfc966f1b9022"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ef5bf4a5fabb6363559c44cb02dd92413477a9b275a6465b231ad6f3b51cb6f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c130259f84b22c8e8e2fbe8d59d8a5c98254b30d2d04dadc2ac70001ad6aa4ae"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320442,
+      "sha256": "818351c37065e65a400189c43ecc517a89496e4c48f1b6913113064fd1cd0dcf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv",
+      "bytes": 1384,
+      "sha256": "06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/state.npz",
+      "bytes": 2107681,
+      "sha256": "4783e8a56838ecec437dbb0e0e6812ca065060477da1300131f59e33fd11c0e9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fe11a7fa504c39fe026958e8f9ffbc6d7dccf35839a5098c72232167c0e0e656"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/queue.jsonl",
+      "bytes": 320913,
+      "sha256": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv",
+      "bytes": 1750,
+      "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/state.npz",
+      "bytes": 2090148,
+      "sha256": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "992cd3935aa1ae718ed4db8a708239349853138472b51f985001960234aaa96e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "38c4b54884c17fa9980c5677eb16e406a59dd07933b9a89acf894dd75a2a4970"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf231ed4edcac974c7dee858cbb4d12a95a7c37cec8a3551449571154e24c945"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d6a759c36de3898308322b021cb60ac8dab4059f2c36f41740ec4e8654f5272b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "13bec6d05c0c1e1c50c410e7d8bcf8d3ad3c4a101484806b3570f7df7d65fd37"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "365231f49b92f03a97519ffa33318e59ae6acaa0972a07374b09005dd905bdd9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv",
+      "bytes": 1811,
+      "sha256": "dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/state.npz",
+      "bytes": 2076741,
+      "sha256": "082732d4d7ff1b7b9f27ce96b67ab1c8c0981e429fa48ad5b64c6beb583b0da7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "708b07e6fbc720f730b3073397b6f3ddbdabdaa61bafe7d2d4c99c789f95fda9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv",
+      "bytes": 1793,
+      "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/state.npz",
+      "bytes": 2095164,
+      "sha256": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321027,
+      "sha256": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv",
+      "bytes": 1539,
+      "sha256": "9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/state.npz",
+      "bytes": 2099700,
+      "sha256": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320549,
+      "sha256": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv",
+      "bytes": 1102,
+      "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/state.npz",
+      "bytes": 2099247,
+      "sha256": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320549,
+      "sha256": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv",
+      "bytes": 1102,
+      "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/state.npz",
+      "bytes": 2099247,
+      "sha256": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fc864117b11779273358c9c16313636c2da0e28e0761388a7aab9bcc10c17239"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b37079514383e66556f37a9b4ed96d9efc299961bc219e1b08854c485ad0c1b2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e8ce1ade93c62761929102395d150ba5eea7a1855b7d5d9a0c7c1e1571a72ae7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9c606fb372f4eb366c2eee662c8ffeca64d923d7782471fa7ab833e7cf2a7895"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "27242b96948c480c22883a57fb40960260bd41892eaa95ab1325dd332d0b16e0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320243,
+      "sha256": "dbb6f3e26eb73ef36a23f940e79b1b4b3de091381ba8cf5a64e9e0f3ff749f62"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv",
+      "bytes": 1204,
+      "sha256": "f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/state.npz",
+      "bytes": 2030113,
+      "sha256": "7055a2ca65c9a54d08f649ec1ecbb42068ad90301ce8e23088b51e18c00c1af7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b0429f13a1a40e997d59a1afe6071375f9a706869ac9b752009d3eee425c261b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d29ecb9dee07a95a0d7761d6e5284a3cdd93b02967cca9318eb6422e99ac0a05"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8a3c340c19b69112cf992d8da80bddf1e77bb05af04be3bdfc4da6f69119bfdd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "758a3adaba02d665815faa33e6b7905f30769667dc9a1e6e2e9191cffb90d9bb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "661af73bd75dc1aee03d21dbbace8df0b39a6c93dfa90f368b3fbc2b70ca0bb7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8f48027e55f33a5cd27610e343de697e132e96d102c402ce849cf60e3dafefe1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320689,
+      "sha256": "40cda1d8cafa90c149417c07c45c61fb150f3b1426c8c9327f8d020b41d88999"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv",
+      "bytes": 1233,
+      "sha256": "91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/state.npz",
+      "bytes": 2099055,
+      "sha256": "5934b1739534b1a9716d89a29b798e4de80dd6dcf96627697d6dd5601a04ba14"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2ea6648b47e1093a84864948402e44d13c41574aefa85e8ac3d1a0fcb5445fbb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "950d6e70d7ec35f5d8b4fc69b0e113e2bd251d68707167a2e0eb1e4a4e65f34a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83ebfe4f05a65fd452a1dca52beafd801fd8d0c031ae36ca12792f9e10905a8c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "47b8123d474a39af7367e7dfb4274263b9b1dda8d6959c838ed8e67e4c88b938"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "13ca834333bff51ab2b4e429ab877ba33f69af904fc9d39efd2247947109a379"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5556326457035afd185dc7b89930caf3973b61b850d4f518594186ae5e8e3fb0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320637,
+      "sha256": "2d0a7866b9f6b94947c14003a9ebf85be058b4b5334a53a118e52882f64ada3b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv",
+      "bytes": 1345,
+      "sha256": "d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/state.npz",
+      "bytes": 2103550,
+      "sha256": "324a547bca3ad71707e604d1ce3b9579399ebe169d5a1c89b110967aea5aace0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0404ab8d946150127ef753456d7a6256f0ef0739e2207c9d82f1df93a3efd931"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "541457fd3372852b66388940120cfb9a7512b515961e14254df6a9c426349e5f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2db6acedd9decd3db8f13d065e880a5c5a97ead59fc5244a1191d2a169b06dcd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "3be716ea3e2b74297c9f3a9699982b8392b05877f26740487230c606275d374f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d6e7188d3f13f5e9f991da49f7670dd2d5ddb319f940dd2ce9787fd5fbec872b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "410feef04bbc781b5a507dd9d69bcab199c766b0e9d8d8d2ee1d05d210b98514"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320293,
+      "sha256": "f4b411d0312c6ca828667a083f925ed1dc73387a564a0e5565420c3ce459aaf9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv",
+      "bytes": 1163,
+      "sha256": "10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/state.npz",
+      "bytes": 2092918,
+      "sha256": "4467469e538cc4d104218103503cae7d3dd295978c0105fcc45d10e55cd0a923"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7ef1eb513c65999f65e8d418c2e59465afc8b521695b5806858165fa461962cc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv",
+      "bytes": 1692,
+      "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv",
+      "bytes": 1692,
+      "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6353a69af78afe0651ce9154083aa30c899be1c4ff2cf40a47d9a0d2143f8ec4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "98042eb20158dea660bf6acde853002176fb7dd64b7f39478572d4b78f6837ac"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c81f23af4b9e6eddd027853f7dd98d968b5651ae10a7677394b4fc62995dddd1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "8f971e015ee45db06fb16fe0bf104bcd895b36af68bcca2e0b62c75ded5c9fb5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5ece7f086411835ccaecf3f8ff36315c526f41d43c797dd2728b5c87a761bf55"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320768,
+      "sha256": "9ab3dacdd5cbeae92e03dfff0e8aed0b97b3535da9a4224e33e288874e4b1cca"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv",
+      "bytes": 1929,
+      "sha256": "fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/state.npz",
+      "bytes": 2105436,
+      "sha256": "46c1005396d3fb787d77cd4579a72d52ea76eac9153f5740738636a9a0aa259b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "03f0655ec25fbd14b4a00320994e9daec398b14887fa8613832dc5287f9a9321"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f0ce18d41a955f151a8b15bb763a7e9b35bc0646d4ddfb59966831e9916a8ba2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "99e37f1048922b6a4d50deaaafa73089bf75939d4c93af6c0ef8a6e8f5cdd045"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8cf491771a018a5f07e4296faba4bd1dcd5f2333117eaad7c1395b1e3d814cf9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "8551ed5ea7214989214be3e1f6ecab136b814b6219ee69ffc05d9bd060ac3856"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "76389a33438f134b687273ec179b6f8ab944f41456c8594e02287832e7b5488b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320867,
+      "sha256": "0a9dd0698ef540907f60710a396c211cf922d14033e009af630e96c36f3504c1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv",
+      "bytes": 1905,
+      "sha256": "804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/state.npz",
+      "bytes": 2089910,
+      "sha256": "cfb0274945354f0e3073b9c65e41e4e62622ed00721e564cdb27e14117dcc1cd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "250ae9394e4214fdef01938e12081001b29dd1218fa4380d43fe3f2f1733cff5"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "21858f7014740826f5df4164726e7f636ba8006785c30b04edfcd20f8006ebb6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4c9cd95682b493663399aff35df75c9ce8ce79a50676cd2bdfc880723c438bc6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "63fb04d279eb0982f538b9a2e5a8b058314debfc381a3d183d4654494af0c748"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4b64e7479b327570509ad43cc955b470a3b9ed0a94043944fd86504b581a2ee0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "bf264e68763eca87755388c7d62bef97fd516660ac1be182251c91150149ba4e"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320774,
+      "sha256": "58f6d56be33253df19706db40b71d2a1cdcdc65d2432301c944fbc6c9410c8ba"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv",
+      "bytes": 1741,
+      "sha256": "4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/state.npz",
+      "bytes": 2091936,
+      "sha256": "911ace9f3f6ed81011c8b9d4a1ed141d7d3d2496b41b856ff42bc690b819ae92"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "65c5d82bceffe93757c785dcf437121518c1db5e2be40d913954a53b61cf2fc2"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c18cc88de3cd2142a3e3e810c455ae32572771b33cc44424fde48f82755882b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c9abb9ce731078641fcadb36ea8e9cbdd4d972f46a36f944a6504b38b0ee8afc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "624d0e582adbbea2ed0de422870e6af7455a78eda7665ca28f773399657e41fe"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47ba7dc49b15a657d17c7b4775c15e42ed57ed64ab0be1b933ce3ec000e4027c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e92121f83f848951a3b437ef5508dfb82f44baac13d354503e95cde9c185ec3d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320813,
+      "sha256": "1423b9f7b9c00b25b120918bf20270a2fdfb0d096f9d49afd86fbd489789de76"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv",
+      "bytes": 1523,
+      "sha256": "43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/state.npz",
+      "bytes": 2086603,
+      "sha256": "77eccb870896d2485daa28026aa995af4bbb166c61b90042ec58e435fb0e7a89"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "007f80db5a97148f20003ba61c031fa3b99f86138a6c658d7217267ba4f03223"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv",
+      "bytes": 1561,
+      "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/state.npz",
+      "bytes": 2131160,
+      "sha256": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv",
+      "bytes": 1561,
+      "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/state.npz",
+      "bytes": 2131160,
+      "sha256": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "014f0880ec48c580e928b5cd8573562e72b58be7b5f647a875d4e6f2d8bd048b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "10dc351adfc603ff01cf11b71535395cfb01f4e32a942fa7dd47139326de03b3"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f7962f402cf7abbfd9eac756a54111df86028ba60ab07cbe16b74c1b7c9f3911"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3da35c5bfb6debd895301ec40da1b33e7099e5db7a74b57e8433478906acfe1d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "055def1e3a47855a2733bc2a1b4e65767899438136f8698eaeaffc5f66a88c5a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "43b1e98a2398f3bbdf81665d472fc40bbc6710df682240a6f61b73153105fadf"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv",
+      "bytes": 1603,
+      "sha256": "de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/state.npz",
+      "bytes": 2128653,
+      "sha256": "e22a0e9db7b51806abbf89c28a5de65318093d725f3211d41a7028b5e6723327"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "aa27549da32c37abf86c7dce5677aee8008529ccc4334937c2c3ca6d23d51efc"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0736d8c3295d19da7a2954966bb12428192bdc9c132849fa5c2a9e9bbbec44a4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34f367a6e4b7294ef64b6088ad4ceabb5601f07b15c2959ccc55ce9e17adcbac"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6a23f22b9259f33e6d289136d4db446ed6cc3b67ca989d7effce0ef779d49021"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "28677f7eabd43f3be417c1447173341565e154d08a3cc80320f4e8850a5a2d25"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ce4d391ca7419ad37a4b11202d3ba6d6861b426776d87afe212c17b353f39988"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320377,
+      "sha256": "1c485d2f1cfed052134017aec12513ea7d4dd7f9811ee9a6ebf2cd56b5e09441"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv",
+      "bytes": 1897,
+      "sha256": "bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/state.npz",
+      "bytes": 2047588,
+      "sha256": "65f9cd238afdaa0d187f3445d95729ac5791692304e70a40d22765e85c7ea3ed"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6f4313198548ee54a7646eb674ff1aa0a85176634a0983132f0f23ca11d8160a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f4ad8e5ecb722ed74b6f06bd585f16a729bee8885b89117161b5eb6a810a625a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "d42f2b026bd2565c3eb01ef792671615fb9f23e34741bf54cb784645d4e126d9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "808b78b9b2c6ad2cf1a527eab0ec97374d261ffee4802e5c3baa5836d1c009a9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d4f835833480b80464c0fddcbb2213c8881ee07fdc718e4e3790edc1bf1a203c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7854be275e5eb52135fd6c92c5a83549937a83d45729471b34eefcef1b178f6a"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320681,
+      "sha256": "c8c641aab63b0ed8223dedcc5c592c221cc799b329acb6fd8420e2e695e7104d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv",
+      "bytes": 1658,
+      "sha256": "11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/state.npz",
+      "bytes": 2093412,
+      "sha256": "604f868cdf929f706062a64943173c95c59f33feb2e77aa80e6b518065670156"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "5cd5bc1d89dc289f3cdc206423c5957c9ad42d72ac795653b2eb849e90219e69"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "27a754cd3dfd9482a8a6616bc39bbc92c2c2e5ed44e1a44a8be4e7bb3fe09e71"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "aa75990e07b2293f75a37d8b3f07c852efba7e931d97aaa516e50244c4b08f66"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a475b5d108a77b4ea15b56251ba166604f490c4be7c4ab205de572dc0773e508"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7d2e5a7d0c5c4cc6e594114954cf9df6e1472b18b808b0e644fa5c59f0c8f2da"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "30532de4b4521e2c317e392e0bebfc5f66a8426861eef58bcd0395061227b797"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320018,
+      "sha256": "00e8e65344b5d36973350135d9a3dcb6ff82b7031a35ecd89299e549c240977c"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv",
+      "bytes": 1441,
+      "sha256": "f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/state.npz",
+      "bytes": 2041421,
+      "sha256": "a012bcd835f3b33c09fd15b39721f6d36d20aadef1d1c06a8b732f335d067bcb"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a395d7a6c22af43e081ebebb6b49714db0af2be3b4a4a2e31d51ec911abed975"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json",
+      "bytes": 6482,
+      "sha256": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7895e4bef3945ae98a9a0fd2d777e25e30a2f37e79f31189d75cfc5e1c4d5826"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fc037bf3efcc78821be8fc016b36f30a70da8165c5a681a56a83cc7c1db87326"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "61384432c32e0b150f329f6de4c62964f064ef0117959a6c777838325f5d5778"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e3ecc3fac2e3a6408f3fab70ab9d706b2fb5b7b3250123907af7839713db1489"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e2a4e90b3c237957bf21b5bef83ea6bbc9b848e53b0d254b8cc495f61fcdd226"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/queue.jsonl",
+      "bytes": 320692,
+      "sha256": "336f7a6a70dcca648395410b48ac774e704ef88dfc5c433f19bf36c06c8c0a32"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv",
+      "bytes": 1736,
+      "sha256": "2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/state.npz",
+      "bytes": 2095924,
+      "sha256": "665bf1c4645a73eea8ad87d586fb0f815461946b72ef007a356bb3ee603921b8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "14349a36219a462c78fa1c77f30819ce26beeda29775378acdee45521bb0bb7e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dbe2c011f81acc321f0e4c34923215b24d88fd27b35f4bbae1ca022fd6638d64"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c03d9909130fafc3edda144476b3a4057997ff169c857834dbfafc6820fa1d9b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "72c7cfa7574558100b1aff4472d2d55fbc9e350a123665de08b7158c823f16e3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "54dce144c80cd577293e0d6fa3380aa0778d5a346a9c9b812f1df6b4f3dd0ef6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f6dbaca249a96d22aa288e4fd4e43653a3fe742679452b76433e286ef957a014"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320633,
+      "sha256": "99e74ef592bb9d3400dc040c17510fb0719028602981efdee9734f047ace26e2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv",
+      "bytes": 2046,
+      "sha256": "028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/state.npz",
+      "bytes": 2103458,
+      "sha256": "2824cee2c0a114b9520b43a8c5d9a5c94aa50d877d1ed9665dbd65032083113f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7f1652a3029cc8a69029ad06f826f0317e505c75eae0db7dd9e694fb29121f55"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "49d7578ac199ad1857413745beafc42ab23daea4e07f567072991281c04381e5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3fddc3810ace6d3e3e99120dd416f5235e2dbd1fd68f63e51c9da1d3b809a2d1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7cc2e6ad51fc3abdcc492ba53c569c405d850be1520370495b6d70c8f0de0f09"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7b25216084402f9cc98b66bc91a3839d57e582475de90564b73650880bddb083"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "47caa20494d1c49bd51fbd5fc79b34be89463cc221c70fb8ebc31720455aef44"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320747,
+      "sha256": "1bff8aa19b6ebd1cbe004d6cd8a1d6dd0aac7620b584257f138f1112833a949e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv",
+      "bytes": 1787,
+      "sha256": "61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/state.npz",
+      "bytes": 2071539,
+      "sha256": "f6335d275e09c3e49d4a52440d159e8ae1e5b854ed958dde6a6c08d27246be58"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e70ad9bdb96a8139035ace249a443804ff397faa381e908f2da8e4d06ba234cd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "491f5de3e1e27d5088414102e5fc769291585b30ee4a5048554a6f046065be76"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "beb1462b25f55b7e82049534831ab2f01e50aefafce9aa60168e158d4b9c8ec5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ce1cf766729bde413fa9c295e4586846d7b9a9e105e37aa1641cd5388b669eaf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1f856cb3e802ac0b7a73ba743cd22d4b08d25c2cc0a6b054c855cb77cd0b880d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "400a65e3e3d52a5c8165f9d52e55e0345242553e7716cc2b02cbb37e251895ed"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1169,
+      "sha256": "3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/queue.jsonl",
+      "bytes": 320086,
+      "sha256": "be9ae0ec9ac017175fc9d1f3f6bc487bcefffca0873afc5b2841df24b73de410"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv",
+      "bytes": 1357,
+      "sha256": "a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/state.npz",
+      "bytes": 2063987,
+      "sha256": "059371b6908d4d1cbf99f05dde1dd4ff7c7a512803128e344746a2f10a2f4482"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json",
+      "bytes": 6471,
+      "sha256": "e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "09f8264f763889baee8ede5abc4a527de492fc129058360d828356903c6ac05d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320925,
+      "sha256": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv",
+      "bytes": 1691,
+      "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/state.npz",
+      "bytes": 2066673,
+      "sha256": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320925,
+      "sha256": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv",
+      "bytes": 1691,
+      "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/state.npz",
+      "bytes": 2066673,
+      "sha256": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c7833efad2747ae96ec72ab5bb9f531b71612759711996547365174c77da53a9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f92dda4f06ec33312ea81573eaaac090c21a27a4e878173d2d1145f585bdd31e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0342943c3308d07ca2f207c4ee8aae2102bd14ebea139f6794a549d07bb44bf3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9534db7715e0b338a601f8f1fe8ccbbf11666425bea9df95fd588c247f37eff9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f1e49a734f4c9252a5b1dc7da67fb041f4713d464be9207d923e5db31fb0898e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "be5d9f24a0372083cd76a20c5cbb443e3777b5daca69e1e987d1facf3a569ddd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv",
+      "bytes": 1860,
+      "sha256": "68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/state.npz",
+      "bytes": 2086576,
+      "sha256": "6f8189155c8ad720abb8cbd1d5d5c303617da052a48570a021c2aa1c703807f7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "705e1fc46ed595d3dc3f1db48703a14245bb96e05019181beade63bb67d5ac4b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "df4d2f70cd2e9587ac99d2df22455f0d67ebbfcea84b722547ef896d5205d6d3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c19a3544a72260451b745a14cd137c0f3f7171c251a889a4adb4a8afab4ffb3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b4db70be29fd109e60606610d893f1d33b7e3b95b0dcfaef6362a5e5400f9bbb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1642254dda2b75257f52ca964883522131baad635831b0c175e65f146dc1404b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d5c1dc1b5a4cd480cf887220336757c6c28733bd90d011fe7478e2c86ba9d377"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/queue.jsonl",
+      "bytes": 321004,
+      "sha256": "1d4091d244380ec0b527da27acb690c3aa002e5acde6858cf8b984ebeccb8d0b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv",
+      "bytes": 1744,
+      "sha256": "fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/state.npz",
+      "bytes": 2109675,
+      "sha256": "18d8b3e1e51d10cb2a74a8e9f3aef1e0e6b598bfd322f78c0b84b16b54d66313"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "260829a90f927d54f7b0bdbe9ae01d2e05bf86d8e7413a431008a4a39515ccec"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f4128f628d87a083846ecb6378b5de9eaea57473047215218cd3f9c48e41d7da"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f94d5bde680827c26dd74a61eefd317fa3be3e9326666b244254f78347a59d9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "58058733f16dcd673994c0b024b5aaed73bc23ecd14bbd3812e1c844d7ea006f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "899745dcffbbb00b6e1c6d4847c0a5e79e5a806aea250e45aa1be14ecf7f0a99"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "fe05d21b1190c3c0849dbe39c97d0c0aa267664dfd7503661ad1e253373ee648"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320622,
+      "sha256": "ff989d17ac5879ee8e4cb3f904a89322285ef400080b7bd2350d16716bff8e35"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv",
+      "bytes": 1630,
+      "sha256": "fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/state.npz",
+      "bytes": 2079844,
+      "sha256": "eab329d941dcab221e0d540702b57c22c07cb6abccdb8a49d8ddaa5ec9ffa92f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9961a7d82db1a2d9f6d1730869e71bbc8fed7e55c547b3305554caffdf015418"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "859846cdec8667125f07e0e33a786ec9a5921aeb1b9b8af60389ea0cfd4f78b4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "221b2c8cbcbe34d1e06202be291743836d2e60d95e39983c1044fa3cf3029888"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8392107b9e7261a421a88d994603db1245f9c3d6bacd96404e794442fcee00ac"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b5224cffeb2225b7c934f44817d2bc3d187579f5ed3adb8ad804a70259a196a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "94d800083903c24958737567fcacf94f2999f67d22c27a67baa9e01694fe61a0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320969,
+      "sha256": "5d9897670b236bcb6fba9a70e98a8398cc282c4507f6fd67fa5715624c7f37b4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv",
+      "bytes": 1664,
+      "sha256": "69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/state.npz",
+      "bytes": 2093842,
+      "sha256": "3ef1d8f277e8896d7020ba19256f3ad4cb36be8685edf0d774d9971425d01222"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d860b2c0b0fb807ec977811e560bc5b318a13a17338f91fa68844311cbe8b483"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv",
+      "bytes": 1604,
+      "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv",
+      "bytes": 1604,
+      "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json",
+      "bytes": 6480,
+      "sha256": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "94db5586e2052018e8e1e6e200f2f15512325de38c8854984da95e4fa0fbe491"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c097e1da2aa64410aad707e2537ef37b389eeb95a83a6298c1a62ec84abd680c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9042d172f9875991ac5c8b8ae84e104c5ed24128b176436206d6985cc074f8ba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1359f5053f79f8746e40fe01164d9de8745e6ed25ade062ac003a964c1aa93e7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "75ce804b8837e0398e03f3d948e284e0f82ccfcc8a1c9aeb528ca1e8c5adb019"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/queue.jsonl",
+      "bytes": 321054,
+      "sha256": "e0efdbebde38686e4f1303cbb08a0b7960c0b8438d8f5b7723abf9717e5f1464"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv",
+      "bytes": 1787,
+      "sha256": "1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/state.npz",
+      "bytes": 2112335,
+      "sha256": "5cac1dd26a8a1a69e24a897fd515c10355f14c81d2a6bc90d2df30bd9c9ce8c3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "32b53787eb3e7354ab49a15174061052e878167f9d51fc89887185ff3c67bbb4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320721,
+      "sha256": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv",
+      "bytes": 1703,
+      "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/state.npz",
+      "bytes": 2058465,
+      "sha256": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json",
+      "bytes": 6485,
+      "sha256": "444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3ba1df14c3bf09cc163fcebac087abc113ee76e71db110beb205fb8809fb5b4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c74db432d4c81b344b0592e5639bfca03a341e7538abeadc2c834c406373968"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fca5bdab47569d9494e54865fd71faddbd487d9cdc85ae1eaa62777b8fa29010"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d94c071cb75ea8ebccba276164e54a61267cd9fda594e73230d3ec3b4ae6c7fc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c903c2f51fff96b73b2f1028c395790b04494a003a172d6722d9782d1362a72"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320696,
+      "sha256": "bdcb7fed3ac2fa51a737abb0d42de6c69fc8c79bc05867a82b6b747174e7968c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv",
+      "bytes": 1888,
+      "sha256": "1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/state.npz",
+      "bytes": 2064955,
+      "sha256": "372de2ff56c797fbc025001a32b6c38b49cdfe05c33dff05bc8801342af71836"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "256b56f56dbad3798c13c15ffe51cd21b3fd151b59c0c67d1e1407e85026e5cf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321019,
+      "sha256": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv",
+      "bytes": 1662,
+      "sha256": "286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/state.npz",
+      "bytes": 2121396,
+      "sha256": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv",
+      "bytes": 1875,
+      "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/state.npz",
+      "bytes": 2079659,
+      "sha256": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv",
+      "bytes": 1875,
+      "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/state.npz",
+      "bytes": 2079659,
+      "sha256": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json",
+      "bytes": 6484,
+      "sha256": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3ecb81ab39c55413f4ea6bf5c36cbce5729db66542f6af93efe172ede94702e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "44f63ed5dbba1a0ec234e7a15440880c35942cf5f22e1059d3ba48b493dd41db"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5d88563086faf137c6b61de0f3434d35da5b38576c4240764f3a990ddf8d7d3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b3c2780c9aa987de00fa9659f7039c3d9ba147134b6497221d9971ed012c53f8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c7160f94e7cb273e8fa76d3a35f37bf2e0a0e1b823f1bf1417d769799e8fe395"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320735,
+      "sha256": "0a01e0c4c67370afa3a64d83c403b5c0e6c443b343afe2c3037c7f760cc25738"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv",
+      "bytes": 1960,
+      "sha256": "e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/state.npz",
+      "bytes": 2099725,
+      "sha256": "a55b95c71b826f92214c1ca8b5b74863d894bf8ae4937f4a5958c783d35e9990"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ba99446869fa18c70bbb1d75504438f600ffbb5a74e2106ca74026a362176fba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "99d2e728be760f6ba95205388fa7a997fb43da5f172a6ca73206a2fb90ea3308"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ea15382a12f64e1045ae3d3e62bb00a9cb56a5393878182e607b0848c2f48b63"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "614f98d70ed1e6453632d31138b4aebaf5566feaa0a832d874e858e9781a3b97"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6b2072e85fefeee40f2b60e34d2d19344e2f94c641d1b18a68be217b7f8f0c3e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "72b791126d6de23d97f1015aa551bd6dbb301559097aa65305b0c3a2fbb8a6fc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320317,
+      "sha256": "5d4b52d65e255badaae0883390e0c528498b6fb7afbec00bd9469d68aad70da5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv",
+      "bytes": 1864,
+      "sha256": "5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/state.npz",
+      "bytes": 2133059,
+      "sha256": "22070c25f27bc2c4db39fd2d84492c4afdcb18ac92de18890d1e70f4bcb10435"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c60cbf6567ff07bc3d6d4c1cc861bf3d334f1bd16a17489f4acdaaa09c83755a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cccbeffd83ec6d048869c2d31c870cbf1b02a3b3eb8479558c4c8bcfc096a3dd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "976169806d6849ec5d8c57a31f0eb7a78738fa5451e00d2dff85e2cb25d5ba3c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8533adf1b558b9fcbb2eacdfb31ea9c70aa7e11657efd8c8ca3939c23d55465f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "234e4faa7bad078947cdedb740e2b98284ca82f6fbb83389d6af21e87d460996"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "389f0b6de28d9ca8800387d179ea24ff514281e850386b6cb0c8b49c1bfcd57f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320504,
+      "sha256": "d7186c70d3a9b1444207785b61be257e9f25a042e0b794a08b043888a42a8f9b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv",
+      "bytes": 1944,
+      "sha256": "5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/state.npz",
+      "bytes": 2115548,
+      "sha256": "ac13317f77a09dfdbe84d46073b26aba856a704041577887cf8c4c99a016e6f3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6c9bae47bcf610bf55566063a63b4a4ca306ac6e6ea1144ecd6cdd0098715228"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "752af4573b949bc7810f67d2bd4df33064eb9a1955f4a379f809850cf7e1ee62"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b247daee44dcd581b84b78c439f05853dfc85760f8a92dfa0552331938dd0dac"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9b29282990babc4c259ff3ca395590c07ae9b9fbbb946f26f4e064b486f7eb27"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "03dd11edc0d8f03e41f977c737ab94d20b0e2b49efa1563431894883a0bf536f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "b81d7fb192af682ff294d938b0b5540018783a47a593857875c013c225afdb90"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320451,
+      "sha256": "e81e8417b88f4fbb058590ece6503fb5613c2532bd185db3c5c7ee00e9e4d797"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv",
+      "bytes": 1592,
+      "sha256": "38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/state.npz",
+      "bytes": 2094331,
+      "sha256": "1343d714b4a52af3ea23f74c4435ad52fb10640154fbfedac67de72d4ed8c4e4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "517c7863d58c54b7c426e0069bf31b2da2ded8703d1e46f6ad87768409a7ce34"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv",
+      "bytes": 1584,
+      "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/state.npz",
+      "bytes": 2080526,
+      "sha256": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv",
+      "bytes": 1584,
+      "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/state.npz",
+      "bytes": 2080526,
+      "sha256": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9401bcd787319b556549a0d943958f77aa9c6a8cfce216ebbaa1ddf1ffb03150"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b1d903b4e1107d4d2fa173418b168d9e135a22f6b0296786e9f48b59b227da0d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bc0a3d1d908a4429a4fd3b63e2c6171bf9cd21afa9cb5884e46ba971013a4f94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9be13eeb482520ea358c2e97b9bd00fb25ece048672fc3a3cf88fd1921751ebb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca1f8e2a06c1321e300bf9f1619b380076217fc32dac1ee17ca103bd9449a926"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320954,
+      "sha256": "e14241a6c0f2d857c86117bee34358d1b10aa405b469dfde07dbef085273a4f6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv",
+      "bytes": 1839,
+      "sha256": "e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/state.npz",
+      "bytes": 2122364,
+      "sha256": "30b6d5e31d517957d938c59e3bdadbaab4ee65d155c8bb105692cd12fc006422"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "699ebebb485e259bd3be618444bc7121f15fd6420f05257751c7d1a7ede3baa9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "619863f731689791b312753876bca9c364fa8f47679d03716b1ea976b09933a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c84778bbf445fe3b9d399dad41709f6ff3ff9f9d0562a4cd7a801e9d48c97f9a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dd39937f5dba3a3086c1aeaba13794b96636b170669d20bddd01f1adb8c573e1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d66f0e05e2392d8e308eba49e04c53092356b7761e3087690e125dd35ba57330"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "da6329fa97ee1cea317bd86ac964ace8c2e2ddaab64126565bcbd7daf61493ba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320571,
+      "sha256": "5c67dbc42e5316b1249f9a190dd35970875078d458dd6fda8b663f8c87b0bb25"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv",
+      "bytes": 1868,
+      "sha256": "42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/state.npz",
+      "bytes": 2048836,
+      "sha256": "235155408acd15b6059c0a8cc741da968c0e52c9ecdd70b7a69168cc94a516dc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json",
+      "bytes": 6485,
+      "sha256": "3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "42f54a3272c6352cb36115ad8661c97caf4e5087ac749dcbdee225f2c95527fe"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "565bbc53a8e90c1bc60f7960d26b8d7904448ca1795f7b6d68b312feb413c77b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3ea6f34e583531f9764d58cfcdfe23ff431bd6209397d75d1e63ff09d7267f86"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9278f30e1dddb7bee71fa7c5768e00d8f061d4c652e720b690821fb5457d9b45"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b25cf33c282a18ac7d645590b9afb9bc694def6425673e2c12b22d962ec11036"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "caf3884d37796b263319b40b868aee56b273cefd8f3ef6e97433b723ca76e9c2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "f662d1dbebd67e11a61678297def7a288e09e4bc8a1b16e62524825effa9d8ef"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/state.npz",
+      "bytes": 2076803,
+      "sha256": "39471f6747314a45cb97fd07ebe241d6c08f5b4d33436a6b076cb2f4e7e992c0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "858363de98ade956848bf11dff8b1287932db2a5dc71bcce0bc87e9fe2dddb33"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d3dcf2f48c22838b25c20c360d67fe4c7d964e4407ef5a03e55d8e20a735ec53"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "782dd568cfe93dd27f1f8ffc7d02c21e2452b1bd7669e416607bb2d305c271f8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f742e9d47ebd4cf4b753e61476845cc350c4d0660f9a2e8f476a320c8bee9ac2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ab865e5440f32a949897b036ad7d89baec3e6a10cb60fec192ebc03ef7d5db6c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e510fccddd271c1c477978e8d5c27a5b640ee4e7a71ca4e3ed3cb5fa23bc8836"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320291,
+      "sha256": "28d3a50766f8ada02415bc084e9467cfff5815c9ddf275eb670ff850ce9ebad3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv",
+      "bytes": 1629,
+      "sha256": "60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/state.npz",
+      "bytes": 2098321,
+      "sha256": "59517db3186d34b20c2700cdc74da4e1c7f56d653cc492ed5cdec3a62a6ccbf1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "13d090e9f419ee52c018b4c7a97acbf2bf7694f1eeaf163cc7d23caf8e7e2b1c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv",
+      "bytes": 1547,
+      "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/state.npz",
+      "bytes": 2086808,
+      "sha256": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv",
+      "bytes": 1547,
+      "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/state.npz",
+      "bytes": 2086808,
+      "sha256": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "85bc9df8cdd29b87ab3971bfe3f1537780645478c5bf7eaa5cdedf622afe1d2c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fb052e40fc6f24a017d031071ccca4c350120deda45c53bce97a92768ab87101"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7832d56b83d08eabc8d26b1cd75851ce3f5d4066bde338e823469194d49ffc52"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989393fc21ef66b5ed6ca64ac0ce3a05154633e15e13d99ae84b3f17b40a53f8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c105a88dcdca73440bca2c2ff17cbaf8ea1de022f0980f9f6e2d247258625bd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320773,
+      "sha256": "80f20aeefb6d7feae4ba2baacf23f5be815e4382043ed99ab26dbbf1213619a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv",
+      "bytes": 1637,
+      "sha256": "16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/state.npz",
+      "bytes": 2126075,
+      "sha256": "7875d2578fd50d86288c13199519326f9c51a20579d8f8772f46b501fd7fa1a7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "29ebb3e9392049d56213a61be4ed65e14c733766d6a92af32f5f85af1ef58dc0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a8762791e25cd185d1add143276be5a8fd03f3d5e7b9e7df8ecd11f8c62dbaa5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6a84b1e0f735544e5539311496dcb3ecb22f9556c281a8974875f05a3aecc6a3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "071d0d12383668f9edc9a02b0698df010ca87b8d686ba23ca4a7edd4293ebe7d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d9d6a46f84d78ba613d684e132a209f24f110dfbf438b8c249acc185b6203568"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cdfd5e53ce04d1d6835f4ec88cef026c3e5a75488fc36b7fedb7ce159c8374cb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320777,
+      "sha256": "cbd0794c0f1fe2e8ad5df5655993489846905fd4bb6e3cf672e0a155b4642ac0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv",
+      "bytes": 1773,
+      "sha256": "af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/state.npz",
+      "bytes": 2079487,
+      "sha256": "20aa88c1e1e6127d9baa60aad54e44222df10d6e458091ae763c55e366e0ce37"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "cb0be89a8400d6e2220a8c9ab0bf26756547c67f45a0710f993317a350c07e60"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9993071a1eb382d1e6ec4cfcbd02a60fe23a9192c1e2f7bb5b469d94221c74c9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c627419fd5ba2af857f141e1c34452cd03a7aae59c4af489b8e4fab9ed8f0fa"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0562710abccd5b834803ee89291fe094e52f98ef6a867efd2cfb443bf3d13391"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d216ce103c8d2ffb34353cd4d71f8baf71f194413465750f9a4dc3241c219aaf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8e3dccf394d94aadd781c4d23827abdf1b546262c2a853eddb1b5c69448cde93"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1175,
+      "sha256": "b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320734,
+      "sha256": "db3271f47621db3e11881b7f62af0b4c6b5546951327652c5b7561401ecc7c98"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv",
+      "bytes": 1778,
+      "sha256": "46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/state.npz",
+      "bytes": 2086205,
+      "sha256": "2c6237c1f449d1af7ae5a196e5463167468253dd6d81efdde6cef6c82ed9e684"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d9162f970c9074b54106d835331db4858dcc1abe62bd9593aa8cce78454d7572"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b1afa34cbf9eacba04433fb54e445e010f3567370ff68d6f449ce6cc0aea7f71"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "137d3aad0e38cbf8d698ac72a1c20597e5d07578951c7774918a2d99f412078a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "270c18b1841d0b4fef731975056805a20e68d6d533b3b5d146e29cc66383f33e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ab64f9908b074fdad35df80050732c6b1532c09ef40367e205712865e8540686"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e80b480602e67c8075b439caa1bd46aa3fde618ce43133c0082559a8e40814a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320867,
+      "sha256": "e7cc10d14ec7866de8e44cd884bf38f605369dda545896bb7dc5b337908c5bcd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv",
+      "bytes": 1565,
+      "sha256": "a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/state.npz",
+      "bytes": 2087424,
+      "sha256": "851e63a91e08ce84a3837b72fbb9785e309cf4ad046afb63163abdec86370b13"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "565b5273bc24ad3248b0da6d40b0cdcf04dc4ab32ef47ba54910d0c2ac05ac83"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "539da99c90e24733c09486b90f24048e893f70ec6f024472f729a39e8bf3d0a6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7c7e3ae0611ecedf17b1fa73e71cdb1cd6d84279c1bd7e87fc03e630debca586"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "91e4b6eb2f7e9bfeb5d494858d5508add90b50af191287fe302cccd810b4d6b6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "daac7da768d9938e767b2a4bf4a3d5fdd566b0d45050029dbc68d1cfcea2fb0e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "48dc294605174b45f66e44891dc681829b589d16dcb98e092e0bc16109e94544"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/queue.jsonl",
+      "bytes": 320689,
+      "sha256": "fcfba29a02d083dca93f5ce769551711afcecbf7ce7c65b601bc748ea52b5885"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv",
+      "bytes": 1783,
+      "sha256": "fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/state.npz",
+      "bytes": 2111589,
+      "sha256": "d9b75c213137f539c819108314e89a2c97f37e494c8843e927b6edd7d540fd00"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d606283bed3d3a9825e8a58ebee591861607dc5fa6725eb53b581f1dc4741d35"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1c143ba523c5f1e64718227dd0e2794cea1398e26536a6eb6ed741a2a63ad0c5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "5454b8df3e9135b0bacd1f3df54c5f223280abf6e5783f2c382e22eb8f482437"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "519f9d112184ee000b24972c57a4d4003166d9f6e0d1e6b22bc37a67674d0292"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "a1192f0dc91914e3bd655801e4600f4b72f93dd079c676724e0ba3c5a2b263e5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5496569e11d31e47cc1e357c4869c0645594299e5d793ad95b0fcef0b730e41"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320640,
+      "sha256": "dedeaa8b506dabaa18ad7d36e7f96e712f71b824bbe6dca779e1cc2e0856f00e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv",
+      "bytes": 2126,
+      "sha256": "9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/state.npz",
+      "bytes": 2100985,
+      "sha256": "7dd144de2ecef51495e2aab8ccab3a78a914da8b7820c5042ddeb03803c70d5b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c47f38aaf7943b94830a2e36dccd3c653c8e7919a44c6bad8ffc3115f33d9aeb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8070a2527e6e7926ed58fb65c907af4bcbc028f5c7b7c19f05489e95233366e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3ca31d10837a626ec7f5ae24bff77f9ed5ac218af49857f15bf8c51424983ad0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cd6e6474c460dbbfe442989bf6a9f8e434baf9496eed60bd60230c7e9f3c762e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e3cde7d209cb5f5349f079f36618acc64b49a5f8be8e111c1ff2bafc528dff2c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4351a8e93c1e243e431c191fd4f0effde02262b3c049fd7c718e0b575d46f23e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320754,
+      "sha256": "2ca893cbc9ceea81c86a2baf7d46641a0f7738ff1a145e7c5436e95216d0ed34"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/state.npz",
+      "bytes": 2088696,
+      "sha256": "e6887b675f40e9ff61b86def950d33afbb75a2824fcca7ee59b78263e2ff0a94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "70673a230d4d69904ca27536001d8258ee50e39bcaffe2dbd776713e98e26bc3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "903d8b3ebd92eea471bd15b13c85a72c80174801e68c7db2091bc1bac1246bd4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e5f45d665501b65dd0ec4d0a4419db02a61ec3769d31563d4710d91b20968164"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e386af05fbb1358dd2e8b43f5b602160c04c15202099c1df2934f9c1ff53d94a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "547d4eef70871a65cd8f98c069bcc49b017f7e9e34ac8a24f957f6a6dbecd2d0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1e1c13fe0050f9bc77556d26825fb8862eba6dc2ece6bbcf0363a78601db601b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/queue.jsonl",
+      "bytes": 320101,
+      "sha256": "94f2982dff2adc96154b8826c3a3cf86063890bb09a960b0a2c46b9e8b121277"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv",
+      "bytes": 1468,
+      "sha256": "2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/state.npz",
+      "bytes": 2078165,
+      "sha256": "92131fd3cf163d8bba69c0bcddc8fea2f914026ee93cc64bb92a09944d64157f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e1744afd3f0a40320432f4e4ae9a962a8ab0e8a0b47c346a2fe608b45f4a10f2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/queue.jsonl",
+      "bytes": 321034,
+      "sha256": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv",
+      "bytes": 1941,
+      "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/state.npz",
+      "bytes": 2048496,
+      "sha256": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/queue.jsonl",
+      "bytes": 321034,
+      "sha256": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv",
+      "bytes": 1941,
+      "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/state.npz",
+      "bytes": 2048496,
+      "sha256": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json",
+      "bytes": 6482,
+      "sha256": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4085f1b4e81f0282a679d79c08630f6ee65c5cc736a0551819317f8aec31c543"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00483f044b16477bfc08ca14eafbe53712bdc0020224a5f1cfd45c4aa79ca451"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "151d8eb91352def71e7742673ed8b63d3de60fe1b102d59db6f48855174cf235"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "930b21b35ace50560ff252698dcd72719f047665da9ef029061b5e380cca0a94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a1d95af3269784fdb378053c60f7d91c6fff3b3435f90f431b2246e77797353d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320694,
+      "sha256": "a57525cf2f20e3df8644f8abf34b885a310da30e4ff8763773579ba6d5beb7af"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv",
+      "bytes": 2252,
+      "sha256": "99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/state.npz",
+      "bytes": 2081922,
+      "sha256": "74756a0c9d0927584e09bd8177f43c52760c898b816db37085a7c7878353139a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b3f2b60568cd5a12925a1086060977fe6eaf6e96ad314f45aa6470992c0e951c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fdf109a508386778317a5b9c57081e5f115e8e495ca83f761c9e81c92332f742"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "03357fb9a7622450e02b4afd3ba796ae70dcd30d70ba06e637fccc02c3bb06e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "146510a3ff1226cb920c91cf9dff7ae766e1e7dcea28035f31d40190ffdbe3b9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "69920c5a06fdd2759a366494584c97c9b6762e1eddfcdf12cdb947fd149aef43"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "721d7755f4fa709cfa41c050a70b08a888ff7dd35a8f75695727f65104ba5b65"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320990,
+      "sha256": "247c17e6045beb8a4c8b92be56fb3827f1d1ab08ae69e8c83a4594d5f327ee00"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv",
+      "bytes": 2109,
+      "sha256": "2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/state.npz",
+      "bytes": 2107371,
+      "sha256": "b2236ba2945aef50445bd243293ecd0a289891b888f8cedb4f9c584aef757f37"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "84a98553ebde5cfc97a28b7baf561446384c09ba153990d7e36a228de1fad122"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "581ab92ff93989b3717da7ac4dca9f534fb6284d6f44465e2cebd416ecd82609"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a751cb4df4c5b5225c088163473ae95f46ea73f5dde547b2adc57b026eeaac0e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "43a61c0e6e13f4d8a372c7231b0270683a32778592fa04bd3ca00ddef9130664"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "686f688dd735d007e0403fabb78d8d17bf16c23a99116ab4f6545951cc497804"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5e09e2ba08e3a4f60d9ecc9665d5e4611d8f4b8538860c8e920278fdd9cbeea1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1175,
+      "sha256": "d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320654,
+      "sha256": "3653e9d1d583cbad894d08cfecbda4064ba0264a28757655ea61e5fb65c37680"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv",
+      "bytes": 2027,
+      "sha256": "486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/state.npz",
+      "bytes": 2086702,
+      "sha256": "21684bbc3c40daed16d9fe77f2cbd70c0a53602d093a5021d9d7252223c67a9a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6f47fceafc2ed9e12553f3a69cdebd804e81c3efa2b47f57a821160103418028"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "16d4647113ba900dbbce5963d0f700ee398cf7a750b81715af8290757f803587"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "cb3209e7359292681852ae1644467be873cb4e4be396eda6f91619b00a0e6a0c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2ec57704a4c2a2909400b704bbcc89ff437c23a4a7f9851652cc222e8ca6ffdd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7659de43d0ed8c152abfa4378983ccf4d59c01ef062014aa61b6ad97ec2dd06d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c641c9496d6d29e67f6740e304ef5bf51a8a97936a6ab49625d2f1f5efb517b6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/queue.jsonl",
+      "bytes": 321050,
+      "sha256": "cb3a5fc8841a72484215a950bef4985cbbac0704b8c57505a42cb99277d7dfa5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv",
+      "bytes": 1976,
+      "sha256": "e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/state.npz",
+      "bytes": 2088173,
+      "sha256": "f1408eaa99b9c00f1a21141200549076bd03c30c27513035a6626504efa817cc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "54fb91aba3d28446bb03a9fc8e634ea88e267d987039c2d096d35a76110cd43f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv",
+      "bytes": 1620,
+      "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv",
+      "bytes": 1620,
+      "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "29aee52a389061ed226c01b918d77010536c0281527aea1278844695fd421933"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e95f9e89d1cf3fea96042d04b19d79b5f06ce41436e8f56fe54923b6494d0975"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1b6298b6ce9d36809200f2f5406db41d31ebec3ce65baed8cd5c66cfcef0c7b6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "846dcd2a5592c9ce396eaa067d20b879c5473be4850583126d92e5aa96ac786c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "25eb491455ce49ea9d952ff6532be6087a6432aebf919c6103e775480df959bb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/queue.jsonl",
+      "bytes": 321044,
+      "sha256": "b30bc8ad54072cf6f0cbda49ae4b701bf95053a9d9326b14234fd443f529515a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv",
+      "bytes": 1822,
+      "sha256": "54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/state.npz",
+      "bytes": 2112997,
+      "sha256": "88aa08ec39a69b5595c4ca864dae876b8a365cfd2c03a546bc5d8980eabddfcb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c4be0506e09e2c6b5746fbd562df49d07310512bcb9ab513a3a0c3076464c29d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320721,
+      "sha256": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv",
+      "bytes": 1703,
+      "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/state.npz",
+      "bytes": 2058465,
+      "sha256": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d2c9e86d2d6ce1688783d800f6a3ab35b073d1c2284970922c270867b7dfbac2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0188623f42b543d571886ff96be6d5aa483d80afb7914081880c5c2dbdadb87c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "571014f8ce49b1c059225bf194c29cc75ca53921f8d8d01c87e0a4dcc4b730d3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1953992a01781f2d413fa99a3af45e80ff6e0f4e2ee440c34c7e4f76735d9b45"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5f455f22891c2952ce845f3f6186585a9fa539b4b91d0032b55059db648b7190"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320693,
+      "sha256": "11a7888344c9ce7ab6cb30abc6a1a55c876db64435a5bdf0cbc773f1818731a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv",
+      "bytes": 1904,
+      "sha256": "ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/state.npz",
+      "bytes": 2073569,
+      "sha256": "aa9f4facb000dddac8409ad44949512a380338f6cd29f48c323a547883e55798"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "77056dbdc92bd907459a27ba6cbc62b8916cb81a80cedc71ef2d4845df7a90bb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321019,
+      "sha256": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv",
+      "bytes": 1692,
+      "sha256": "975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/state.npz",
+      "bytes": 2121396,
+      "sha256": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320604,
+      "sha256": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv",
+      "bytes": 1598,
+      "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/state.npz",
+      "bytes": 2061888,
+      "sha256": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320604,
+      "sha256": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv",
+      "bytes": 1598,
+      "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/state.npz",
+      "bytes": 2061888,
+      "sha256": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "51ca3fa3a18758fe13b9fac36bbd891db0161fbb8bfb789eae9c2ac07037be12"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b0691295e1b0e366297b95ba1455794d6d6bee96f8aadd302630daa5f8731c36"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32ba243f86f669cd3833a4c44bb1b5c065e82e438c975eaa46ff605b7bafe9b4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "268a23b55e8d0bc1df8e43eaf6803178c8a6da95fc384c6ee9334c78f5c6c310"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "9399c1d327f71d83adac2888a9b0bb920c05c6c6450354c963432845f29a8069"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320704,
+      "sha256": "70d03b330bf82d0a066799496021114c0f2fed56fbcbaf818c786d9b6b9b229b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv",
+      "bytes": 1647,
+      "sha256": "5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/state.npz",
+      "bytes": 2105478,
+      "sha256": "bf342f4525ef90a7a287465334de2045bef68df088dc235508ea7f2120dfa2a9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "238822284670a6189d1d1f6e49d4e924ca3e58e0bce264ce6e690e19557fc851"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b861150bc7cde4881734daa30c565253ef7d2776f7e6cde47aebd648451bffb3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fadca0e3329b77b26598e5633ec94b92cc1bb98a9f7bf9a6d99e2411f52034c1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f6e98556c7bc01c16e236d0cb1684a0509aec956d0f556f823c598b52b4a5080"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f3619db9dad5845bdf4ff393babe6d1b5ce6b4341bce0a336c5ef4874a53be43"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a21ea92e32d0aef47442dd92746f0421c6074b6307af70999aed9c61f360e473"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320288,
+      "sha256": "31a5d1027f80dd7ecd9b1c07c08d413156701f81b044c2d9f1edd78020b8cc55"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv",
+      "bytes": 1651,
+      "sha256": "e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/state.npz",
+      "bytes": 2102574,
+      "sha256": "83ab60a645239b11409c58851bf75ced0b5a833ce5c26bb336fb3ebd7d060d35"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "25db496c39e14b10da89a4e60f9329e12d27ee22adfa3efd528c6d682e5b8804"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c14c9d7d52845dff9744c1d2d57200031f22f31c71e9fc7f65b3f59f65db8fc7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0ff7b8bec366aa72e3861cc4ea790a2c8b1e1120c20c9d32772e750e183236ac"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8c3ac46197fd40491144afed0cf0625b5e3311be98b14fec608ab528fc162132"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e567e92bccc273f415d57e22e6363f58aec1db9e2d293edd0c1f28f10b11a884"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "54f09dbacd1818a192ada665ab239eb36b3ea92c8bf3ff6a94263acc4402d6d7"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320490,
+      "sha256": "01a95f92e7549db2f0111fb7f2e47c833d3dde3de2134d09797f47cc54c69a0a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv",
+      "bytes": 1640,
+      "sha256": "eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/state.npz",
+      "bytes": 2120193,
+      "sha256": "01eea0d8e1ed4974780e73980da667cd06351763c4b63ebabbad2a937607c461"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11a43f493d4870171d9b316f52b3f135fc0c54e7d727134708adb25c5eebc31e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "98f0aa6a6f6234bc4c846288b899bad1c164e6ed32e7e2dce4433fb98a4dc28c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fb385d7bd37e75eabb209093f0e8b7b6bf0cb225747c354b19dc97ed64fd904e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b9ae52a9e5b4651d7ab05e5c250749b9363c552b95b54647443288eb1bd6f640"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "111b65b1d47687a9eb21a0ab6298e072124d0833d3dc50ec1b199356fa5cf228"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e4b0a3ee774f8347664fa03e5f89130e05b842089f8aa37fef3e076dc884f9c9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320145,
+      "sha256": "90932d8090fab5045c517f88080a5f4e74965768244eef545fcf02ac5a40a1c8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv",
+      "bytes": 1380,
+      "sha256": "d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/state.npz",
+      "bytes": 2055704,
+      "sha256": "a967898e0d72182731bb1bba7db52154029e715c75fe26448406d328cfa684d4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3a10b3b69d630712b2729cf89ef8fa8f8e767da5b811e3159fa13f456c54c4c0"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320214,
+      "sha256": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv",
+      "bytes": 1055,
+      "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/state.npz",
+      "bytes": 2080188,
+      "sha256": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320214,
+      "sha256": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv",
+      "bytes": 1055,
+      "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/state.npz",
+      "bytes": 2080188,
+      "sha256": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "99effc91b7908363ab52e0629bafda540663986632c82c372e26e6c346a39b84"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "74581cc09d41a1fee730cb1fb4130cc96fa92d486cfdff60f647fd0939d078f3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1989e44d2fb0c278c6cb24b9b054462786f19b451534a4f7dad230f1c1ece4fb"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7604f9174dae95c930d444b1cfa50169dbc708e435c58c2c0d4aac3f75eb2309"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "61203302dda7523b2462fce5fbd7e8f2293ba7fda0ec229862ad9db98ff8e108"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320491,
+      "sha256": "c4e3235c689e7e4bb1ee0536f79bf2b4138145167dfa8fc05d75873feeb50c47"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv",
+      "bytes": 1436,
+      "sha256": "a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/state.npz",
+      "bytes": 2092255,
+      "sha256": "607f8b5dfc12c3bdbc5ace8be85a4e78b798e691bbf45846e4f21004687a9638"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e0587180b961fbeca8f51bb4a5a822a2549233c6f90e8189b8b4bdfe33ad6b3"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1cf92da811c564035e4d1e637e40cf8d405a468c6c2db77de5747e6251fcf036"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "96fc82ed6310cc27784578e05a59669955694368f3ebceada5e02765d5437dc9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ccd1a686e4d06e56593f83699f5510e911cad5bb8e9a4332ade87b027531a64a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "13c78c08f4b1ad713934113d224a131b1782f5fe12e6fddd92fef872afabaf7b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8ac6eaef157b3acf28c6b4ec2187c45038445bf5f61c66c636270e572b787ed1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320605,
+      "sha256": "25953fa072d8d6076a2337416a22af9a1462d7a0f06ffa535c58e6ce2c374123"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv",
+      "bytes": 1541,
+      "sha256": "f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/state.npz",
+      "bytes": 2084264,
+      "sha256": "97debb91a2e38380fc46f584a8b3e679a14a13f654518b696698603580eaa815"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c11876b83deba44ecd3706d35dcff7420d037497737e90027487f96df27031c2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1a2127d0890aee3f47a081f146901386541340fd6adc18b2d2c94d0cbd54039d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1396f5a1be048f79bf31239c2eede830f628240cea3977a8ae5704fbe40bce4c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d2f439ad9e9512b095cad88a9ffbea8e3c704430fa4a7ca4a55cd8291566c547"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e793ddd9bc4d8f3e05426c52644bf42d4713fcdb6b6830999a03787fe11299e9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3dbd9fd9ebdd38b4a2c1b4db7dc2f44dcc4baa184d8834c18ba9342fa3105f83"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320729,
+      "sha256": "9a074866c9001333a0958b69f04ef762812b38543483d7f81ee3ae184390fa93"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv",
+      "bytes": 1454,
+      "sha256": "4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/state.npz",
+      "bytes": 2104643,
+      "sha256": "d00c9eab6ccac2fbeba61f97bdd9193882964790d7b265466b7767d358da80ba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "69d2b0cf300aaf693d344b3410cac96425841582160bbe905fd4c66cf0a945a2"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "adb668e11a4d58f8aa16d46156a1f832a275f971eb290d76b43d5a5f43dea05c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4515821a7f7381bcd4d88435f9e0214f2508ebeb261e0bd1165224c51684bba9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dd12ce00b162565bd37cda0dc2d4ab124d8b1e55bed9e6d2b33c96f29074f0fa"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d405605e0a1a53e867cd4afeaabb4dcf1c4bf09e815fe7c8c664113ac530ddf8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c16517629f56a343f7bf789eeff60c09b392699a8183970e78ccaeb7df32591e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320199,
+      "sha256": "6e0895b7c14ae8421f024d2906b6154a9e9460a61d9c49d9b9f2edfff8189cd8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv",
+      "bytes": 1241,
+      "sha256": "53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/state.npz",
+      "bytes": 2055093,
+      "sha256": "59b02c0684d04deca442cdf923d3cef558257bb6b2a9396273b6c5999978055d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8e1b6e0d501123efc9a7f1eca5df75d404bee4328d26e3a321211f32e8eed87"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320985,
+      "sha256": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv",
+      "bytes": 2982,
+      "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/state.npz",
+      "bytes": 2127626,
+      "sha256": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320985,
+      "sha256": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv",
+      "bytes": 2982,
+      "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/state.npz",
+      "bytes": 2127626,
+      "sha256": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c0dd0894703aa2509503a6ca67bebeed7e140c5ed244d1789b4b6bc8b1d119a6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "104e43ae5c361660d09ae7788fae81cb21714614998c1f7edccda866b32b1373"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "46339f69a8fc64b25c5b9ab9647e44b6ee0da09f7e690b94d7a4e3736e0e8eaf"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3345ff1d47566c006511fbfa57115158227df470062dbbf7101f83f2857da679"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d69df4a607d99075e66368908142399e9e0f85d55e1a1e656cf92343e49f2987"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/queue.jsonl",
+      "bytes": 321065,
+      "sha256": "fc68e6892946a34cfa528d0b404c91eab558b70442c79e1c928bb4264fc888c1"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv",
+      "bytes": 2906,
+      "sha256": "c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/state.npz",
+      "bytes": 2114241,
+      "sha256": "7b6dfa094e47262efb067ba9ee07989e0dd8004b6823816c5f5589646e4cfd74"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "61594c4cdb2c6343ae3732d9c2c276050ebbe097f4f2a8ff8bab313d96661331"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d1b5033f3d7fc13328d84c83cc057cbd0ddcf12e1f475c452f0e0495002b9676"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a81205c1b11f03c0cf0e073bd827d504efa84f55430d744244dffe1afb1cc2fd"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ec35a33136c98b40b37c095915ce67c40ad32ddbd0efb7330cba763155ab52d9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "167b7347bf3b8d7061d9115404e765cd6d61bd54c7cd805c9a8b10fa7a6fae57"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f5f998cc7300b38c34f20e54b6ea98d0d741ed88fa0f22b8e8e7975c14b126a4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320795,
+      "sha256": "9569e7a052deb9f0454eea9286d80d024c1ccc207ee372d0e96653b9daccec37"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv",
+      "bytes": 3139,
+      "sha256": "78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/state.npz",
+      "bytes": 2056010,
+      "sha256": "3c51b59a3bdd09f394977a79bd22e59b668c823ddf872f5325a7ffc4ec9e630c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "93a12b8f0fb636005e050678fa725dc4bd61ba4f4434dab843feb74871c704aa"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e0c690a30b1a3f8f2efe2fd1659553997098c7ee01d13e8772bddebdb58432a6"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "eb32fa1b10885bbeed3a4816d75653e8649f52c5a1e47d191e08eb3d1f1a084a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6d6a6301d714b7d7a5f5ff17d14309334058c3d0f2753d37eb6ae4bf081f0307"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "98d7864e8d56cc31e20999cc51ee9f0e5b724bdccdf3b544a083eb974b348add"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "879b83481ae03af8cea67d40e654a524dd61b0f6c01561c13d80dab982ca0e0c"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/queue.jsonl",
+      "bytes": 321005,
+      "sha256": "be2b0e202a44fbbbdb23f9f6191361a30bcd06009816fb1d267a66555f547b44"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv",
+      "bytes": 2690,
+      "sha256": "21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/state.npz",
+      "bytes": 2120902,
+      "sha256": "6e5b76b60b5a88b4405c2fa72d9572711fb325de35d7d5de22bada4ab64ce275"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e729cc4bfafa75c4d4e874dd188c9b4d53d0107f06ea6677717c5fd1d3775c5a"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f451f606c3c2b30cca977823e4dd5c9073c5e0b2f729f50f79ecf2ebee22fbb9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b6813c80f16c82360fea7f33223db89d6c88a75badc81cda5b999d43c038bdac"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1e79f79123d80fed98d090a1be925b385032b532687d82c0165046784e9bcf3e"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "40bdfc8b46bb78cdd156999ad08bb5f413ce0f749ad029ca127e002cd1994435"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c7529f8f4697ff53b13133b30876f5edec4ca77f47720a7e60d2bf271d304ab4"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320884,
+      "sha256": "811c6375fff5acb60ed78bc75baa072b22aac64a1b7c1026520f18369359c366"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv",
+      "bytes": 2504,
+      "sha256": "2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/state.npz",
+      "bytes": 2067197,
+      "sha256": "6d050b7307b9ad3ded99b4c9ee6eead328315b78807a6ded3e608e428502a76b"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9576eae83c459bb1ab25daba9450165ee8b15c946222a79e330afe93ae2a5f96"
+    },
+    {
+      "path": "gpu-reference/extension-build/.ninja_deps",
+      "bytes": 723996,
+      "sha256": "8c62598994e3761b6064855724ae0d1dc0f524818edd23896846d782513373a3"
+    },
+    {
+      "path": "gpu-reference/extension-build/.ninja_log",
+      "bytes": 224,
+      "sha256": "6ac0d7fea211c0e65d1010dbb26be4fbb53b477a790ed39e83d1a4baa3923a34"
+    },
+    {
+      "path": "gpu-reference/extension-build/build.ninja",
+      "bytes": 2109,
+      "sha256": "c570f72b9a2f486e104ed3bf5b1b9f2ccc729ecab02046cd62389d629fb4f48f"
+    },
+    {
+      "path": "gpu-reference/extension-build/lock",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "gpu-reference/extension-build/male_cns_lif_deterministic_v2_ext.so",
+      "bytes": 291280,
+      "sha256": "0b4aa6348e7626de960e8f10ce8feee734f8b8ce76b6f9e0d65ec1ad56d66433"
+    },
+    {
+      "path": "gpu-reference/extension-build/phase4p_ext.cuda.o",
+      "bytes": 101992,
+      "sha256": "0eba6dc0d48ef412e3af8fc5df41181791fd38f4ceb9e3001555b339f1aefe6f"
+    },
+    {
+      "path": "gpu-reference/extension-build/phase4p_ext.o",
+      "bytes": 377136,
+      "sha256": "27d284f6a369221a931251b5a03ce133cc8231a97942567d4efafbfb45483811"
+    },
+    {
+      "path": "gpu-reference/extension.json",
+      "bytes": 449,
+      "sha256": "20eb140a998310501ab69e4fe69b856a5e7664a5500188924ccba73badc65811"
+    },
+    {
+      "path": "logs/component-controls-cal-matched_energy-00-s51101-r0.log",
+      "bytes": 135,
+      "sha256": "ad53b9c29d272158e7b837acc73c5703256a184dd8832b2aa09295e070a7b38c"
+    },
+    {
+      "path": "logs/component-controls-cal-physiological-00-s51101-r0.log",
+      "bytes": 134,
+      "sha256": "0abe5b6106f0ae0f557689b38ec7b7e7589df324b187343b352b5c5be1aabec6"
+    },
+    {
+      "path": "logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 151,
+      "sha256": "0699cb3154f56093039a013bbf2438bf2fe47a6a38f3f4a8977d6a4e0737d728"
+    },
+    {
+      "path": "logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 150,
+      "sha256": "90b028015a08ab1b793689bd6e25a59601befef4f1e1adee574412723fb8eb70"
+    },
+    {
+      "path": "logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 159,
+      "sha256": "0517057b506ca50ac01155e2f2239c848aab0b31df08248e8578dcd021d637b8"
+    },
+    {
+      "path": "logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 158,
+      "sha256": "32771e56c47b4d81cf61b250fc9d5c252e88539fe2e0057eb1af677caf57ff1f"
+    },
+    {
+      "path": "logs/gpu-controls-cal-matched_energy-00-s51101-r0.log",
+      "bytes": 129,
+      "sha256": "b942fb3ea73460aaa792aa773d4b8af061650c57854000b3bd18cf670be579a7"
+    },
+    {
+      "path": "logs/gpu-controls-cal-physiological-00-s51101-r0.log",
+      "bytes": 128,
+      "sha256": "dbe46cb3756d03af2afeafaf466a6104620d9ec289495d4acc0714dda7252cdf"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "b134113da709f243f8c57609abb41225b6c5a750669e17796e66457a1850c557"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "fcf403ef466f72edc7593c94b92e4864c78dd0e3a8fa06186c9fe8895610b21e"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "acfd7e5367a7cb36d5fa85427af96291a64b9b0c51df985e1cd3b7b12fb1b38e"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "062319fe286c0001ef00cdbf8c01148b1db8974b40dbf1e415c4b13d8e2b776d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "7050ba395867af0650b159040ce13a82abf47b261529faf0c0ced54fe3a435f6"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "abc5185fd465288f8b80fd413ab883a430e00ef2f73a0a59ffb72670b700b269"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "a2fcbf8948ddcf57ae60c5715a8d0abfff8ab50ca77a16cd72317c82cef92661"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "5b8c31e7d23eaf949ce6ac5c722ada11fc246a249700787ec064e85b019da44f"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "9a8709bd0a0adb98a551ed471a7d5d708d50274874ce12a37891ba3ed17a4a0e"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "ac20e153cb4865be90850bc5f30163f558d438e224d4ff02b04613ef3f5ecfbc"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "6d50d190aa00dbf6c12070504644254591b0447e6b7ccc494e1cc1c854790f9b"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "6cd40af3c47eac6a74e2a977be9298f7b9d1a28c31eaaa6aa0b61292185f56d8"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "f8f63acaac230f2543ffdb6bdb9b2c85317ac1c77ab11deadc3415f9cfb1be77"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "e03549aa2175c5a28dd7f7504c5f5c34f534a47023fb0c052f0470b4d565307d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "b47eb4edee6001289d2b2969f4131c52e23527f8a00d4241e63e5ec51453641d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "d3fc66bccf61506062c036bb2722f951f705f9202c7fec0d1b682bad82033b8d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "4649d59832c5257767c0aea511430b48c86cc77eede90254c4b4300ab8b02322"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "3601c2853081cb872b9d065a7fee910a87340fda0e18e9b234bf16b0c90302e8"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "34322bb2d95094f03ff3a099dfe9e4dc2d8aedcc07ab970a57bfb5efb5110390"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "144aa1098696879fdbebc5a25d6d5ef9a17e0fced6296ff03750064b16c9b6e3"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "8947a6b8462e791c2399f70987f6582d92e052657d0835309d05a947c27b6589"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "2621cf168c01f39a0a47384f072f0575222240acacffb86268eec81f013899ee"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "603e8afe99bf60b238d7d186bd484f9e116f2b7dc066970023611f5c448af8fc"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "e3b62183fe05d542353aa6cb3d01ac2231797b7e620f795ef2676fcec5059d11"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "4e71d272a639ade2e5b1adb59a718b63c665cff8c866c2a31009e776346b72d2"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "71ada6740b353505ed73c4141db8ce12cce497dbf6ea54a816d306d3d5806a6b"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "f0ed80acaad9c400c55a3d428c09cdd4f6e1303194c1bd846efed889f61bbd53"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "60e3ad560f82e0b7c19ad1f69cbfe32c0268da92719becc70ed3b421b56a2fd4"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "1432fef4821b882818fe7bd358fafb9f5e2d94ee1fc4e78979b38a8b3cf413a8"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "079ae755599530d7b44152f4f5f0de5da67149a4ee26f6ca5dd7a349b97cf687"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "121a1c1c37f9c55fc511aeb2fb1aeb8824081ed52f6a1bdb61c88f9f5d5e5f87"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "e7e25b32a326ad42aa2d3b4d99d5798d018e3acbb2e1463ab96ee055fd3157f9"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "61a77f3f5afca95596c46fd6799a6aa875dd1ee460add0156ad930f870d92488"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "f3a6a127518b00cd5adc904059c02c62c7392aec58baa20a7f5619284d16ed42"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "f06783763383b4adb0df7e774d7c637fc14cb33ccfd0598c1cab89a1dbee74e1"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "ae0e6458960c451d86e6a1c1e458412be4f5aa676cb0de77b258013bc33dc720"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "5a7b6e68d68dc78cdbd2e5ca4b9052e66c065582e2cb89b4346b75768b1af026"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "963a0fc4bce7e6cbedb73b29c4acf06b952c685f97397051be8c708701a22f2d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "9123bdfaa807506791623390c7f716e15d3f9344fc227b6634a10ece7ade3d67"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "ae5e88e361f6fff3155f2c86160b8b548cf6da954ccfc8d91361986611b169fd"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "a2f5ce2e80dff8ebbd068beafcd1c07e6ed5b75eb5e6d3b0a0f210587675122c"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "41cf764ffbe91b10f311ce44916a793ca87808deaf0fed11bc0cf5b0021594ff"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "d120e34e3155759349b4b6d4d21b4db746eea6a3525cee7e603ddf8c1f7c07d0"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "d7aff71f4828f62b34b7a1848ee7263dcd726073df3d8e5e5f699f7f2e9b3e87"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "4ede21588ad43f133df09e576ab8133dcb5c921c2929001e37f34f6026e8e20a"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "272f24eacc8deda45d023304bf40e3d74043b0f81ebc751ec70f0c77ee74948f"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "cf9517247631ddbf438e6beff3401cd71b6bf371722e472b790cefbdc8f996a5"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "ac3b26a2fefb692e7207d10f910d637dfa839d02029b54a3e8f90cc81e2f8e2c"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "3a33785dbd1511dd4dea25a890fa49687148cd8250c8ca459695db21efd37696"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "5f75220a5a0155480d42b874cce8fa5bfaf4593bad9a73ffc5ff724149091b35"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "bfcc873a383f9e65710f3d10a963bf6a3d354d889435ab2c9a30405d33544968"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "d1a8c0dae92fbde6dc7263d8bd39149dbb7f22ca4f3a407595bdf1676fa297cc"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "744dc23802efa75e1c6072b87a92c2ffb217336f982e960d264b24162f7b638a"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "2791ef98d36c46f3f8800d8d1a45df62f68696a88ceef5d1f6bc1ba33bd77278"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "082addb6e6d8c6e49d5371ca87f89c18fc1de17fea75cf4b92470bba76ff5197"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "e17f39ded9b22feaf2451c64be1099640f6f306fbf48dee5e53bd1439e374e13"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "2f66b712ae60d2a7acdada1939256a2cb87f3a65617167e351bcca2155c943bd"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "5c198670c208e5cf9d58ed4c067e582634a7751c490861419f95f99a3b1373de"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "fe4d67ea6e72d1af3d96452fe6a44ebac9a1114eeec045d3bf864a1814e86358"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "932792ba6504fad9760a2e0b5fc7084f77e14f38a4fa83bfcf2bd704195a4cff"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "4f53db2a70bd576cd65bcc63237b4b03ed00133c920a52a19e07593657241d5d"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "c280fb588a3239c9cd7bc9568b9b6d1ca4408e226f0956eec6010d4e6d3e8be8"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "c79950b1cbaf2ed6314c0cf8b91b8535cdc95327c6c5bdf743f7e03c7c73e634"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "f43c661062dda7b4475c5fe720378f85160bafca0cf9601c4b38dbf3110cd905"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "d367cbdeaf70a2d8d8ea94244481fb5613b0a5b43cd277d56994e15e692a397f"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "2a5db0538ca303f6f65662a89423ea12494ac7bc224f4c8eb000ccbd49beed77"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "c1273e30315ffa537229f6994facc2ef9837f20ae480795d5ea2767114cb3ecc"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "cb7f0f250eb1a1eeeefee17fa9ee341aec0d5b935243284c00d4e72bb2e762ee"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "ecc6ca8f10cb4e41bb790c5e1e0ad2fcecd31db4f7ce4476a3e1c9a41a954e55"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "5c6b4a41bfeab269803bcb066b9bfa4a70a7aadbb767b11c1330007b6e2a2520"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "e6c1d297b1a53b2beb9850ac696eef26e4bbffd4c9dd7ef576f64bb6e3109a43"
+    },
+    {
+      "path": "logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "d41d768b67d33f148d9237bd0ed992d5b40460b1964e6d739184929a275004dc"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "1861ed032063e41fa262a5bb8be7e96ebc556a93e7baf206befe71473afc65e7"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "404806ac2ef9654956fc044d5d9bbb1173171b8a73a7e024f0844d4075811f68"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "7eb396556c1606a32d1b23ccb69d5e05ed922ae222517c15054a78f778175f51"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "700af3826b842768931e45b718bfc19e46e15a164d86a375a624488ea32b2e66"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "195d6ce91a40d6bdab5ccf7c9a5f1451f5a6e729878044008f3574efc522409a"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "62e80523a1625bb2dccf61ba71fc1bf450066d3c9fb242cf66d64a432a2bd6f4"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "b3de1664fd9e3805e26cf84458de061e0f67d36c2358e8203d31e83274f39a61"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "4ce5296ecf6cfb8e440b26faf5e18d6555b86c0dca464d0efecf910a91debe56"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "e968a782cd4d9c637451558a0a89c515c838c47c1fc37b6196733d870706e261"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "4400577153dc98906b0397021830d48840b7899fdee4943fc4d24dca336ea960"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "55d0c0d88dd7efd554d67e2e342bd1837b272634d5e92722ceadca6582550097"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "c942b8e2b388a16a88a3664ca87cd5c20c28433d293156a9706d62fd8262b67a"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "5df9244d99763e9bb2091e02bf884706845aec302d3417c6c5f3fbeaf17e1cf8"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "f59e06a1e33b1beff324579dddc1174e412318be93d71b1ef586e782f72ecfc3"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "e7404ff1592e41e88db000ae03056cde5f69d968eebf529735071bd57cf1452d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "873b17ab5ede8630b29ece30d296fa6372564747d09eed12aec60e96073c4136"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "ba3dea8d6f87d134eb75685cd5a26b3918f70109578320efcdd05ad75b49d188"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "34aae7e2e228e51290d05d1a555abf0fcf0085fc0485ca412c7d65f5d84d73b1"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "6f67e8df221a0a96334e32a64eafa07e904c5eec3437d83984c5a5a12389b770"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "28b8e7fc8debc898fcc5bae6bee5e10aefa1a3d3166c0526572c87ec0359b015"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "7ce7d83f4a60005fb64a16b2c8d5b1e39df93dd34756e0e37b198cc9f72cd937"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "9f6f7144756c47f36cddee3a9f1078bc51d8a7b281b90f4d8e5f1c7910a28475"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "75b198b61ac076c38da16a97e81af4640e357c40e5e65afe9762a60c2a574c43"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "b81c6ff54668d2b4cee0b8dbc7b150348d55f7af91e5e386f56822eaabd2cdce"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "be2465dfab3868b95a81c10ac227d526b47e7b0d7fe6e0dc0a1efc816c479844"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "baa7e0668d5fda1ad3ba3fe8f9e1a2ade4be5f62f817c6bc080d20b3d0c9d0ae"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "20df165b3e66fc4d2f88aa5805ced3ba9fd4b00f5288d0be9671ca1ef586eae3"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "64369c629a3623969944556568a3b8f69110affb6afe2a6dd5788b3a842858c7"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "68ffc622e4c41f3a855f5bec5d0ab5e1c8353a79c527fd4670d705265bef6d2a"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "bfca411bedd8e83a769aafe257400e7bd387ba5861dd5d34678f333d66daac24"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "01242e37e6a13ddd767371443b4c37bbd95fdb476d0d09ec6329ce79f2a7351c"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "2f5eb231ebd3088815d73fee11cd30693bbd07f0fa11b2464e3d0e7cb2cd8c4c"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "563e6419c18e3b7eafa76d1b23640bf6f1cfcbd5de88376bd2fa7ea164e81a73"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "d82d4b716b8779b26f1c72b126aad243f53ad949d7774ce775610e4ca491c5e0"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "cad9033fe84b96e43ad520ed4fe6516727ad28d30967afb398ca3f21723f3016"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "a70370125c4e5a6e7dc3e485d33c70bfc9060a1cd45359aae7a8a91c419d86d5"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "28812e9e2b2ddf176af7c06be89e9776107285674fd72a19394591003e8bc7ef"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "7824e32b1a3403c2faa964845ded4330ae5fa3e3ec6c145de7e64dfc62827ea3"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "955e38aec7331e2644e75cfd88a17ddab75f6e1ef211ff330570d39c995d276f"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "631d63e12dfd3bae2987e62408be4fa97fba314ab9c6a7546292dd9e569566d3"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "ea8dbaa254f4d696f4464cb4aecc6205caa6ab2c7d3d78107cbc56df114ee4a7"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "3bd114b68fc7dc84753548de592f29aacafd5cbf544d6900791ca78c0b4c8be3"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "16927a8c25669bd11ce6ee47d7af5e8b41414d2a6ac95199c7b7a55f1125666a"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "f0698ac7eaf7ad4e1868e4e94c4baa64aa27b55816686c222a23c97eaedcf615"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "fcc8fd2c09ed72eb934981ce8eaee4cf0e28b76d68674ee83acff03d961c3c6d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "a07c386f30fcd36fd51589e71a38368f00abd48322059449cc4d48f86449520e"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "cc24b04e0a8a2ff80f13ea9b811e4d32bf1e97c28e0bb8755ee19ef941f07323"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "61a96ad8bdf44d1f2a3bd6029bb7defdfb34e9ff1bd4d15968f6527b3e13f596"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "dfdc1d0eeb4b2d0848197c639a3993157fa3a65c2ee9916abff2088e8f284364"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "9978edb48800921bcf7ed6fdbf4bf21dfc8a399cb0ca98d2d9236a01e7396c46"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "c1b4cb66ddaa58676ab890777f078cd7e265677ca011324e216d5e539c3a6614"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "f34c898f76a2f49080da8c51f84742fdc1f00127d20edc38835d53a5c0e01577"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "a731c3a606bebe2230daf4b7cd09a61db3f97b2058d8378ee6e1e2d280275a7c"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "9b255188594b9135071b5aa24efa8b147a6ba99d7d8453c9ada099a72e93ec5d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "3d12d53201dd779f5c90967a04f8c0f8db7a26a08be94d88e679154ea79c8721"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "6701b0ae8d7d5a265ca764bf7d8649e4b21c9e5c0273b8fba34dfd284590236d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "d7063baf4a0fd2ff6a9124350bd85cb8b84d0bdbea7f0983d69de7b925684d79"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "9b502c492c90ef218888c1e10ca59421d2d03fae1f3a4213f2b5a91c8a980805"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "6010950d55f795524fe77e3e9901903326c6261b2ca610e1917b4c91c2082b4c"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "8bb5af25b07812cc25f057c9701d0feadacd84bc0b3d53ff057452a594422fbb"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "8521293a70118fd8897a11ecf3018ae55f312c9096990a1f22498e60085b152e"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "9f76cda32809f21cca13845a45b12ace76f2e2819aa2918f57d3a8e65310041e"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "81ab41b57b4a0ce1bd68bd6a9ff224400462938540cef6f43fb734237f56c398"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "eeb718dbd45c8616c4d5153356df37f715b1c03d4f9301fbedaa490d8721838d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "3a8b255b60643ede5f50fe37c2c5ea57ac15cc02c4d482d05961b19611e4696d"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "2f0e5d4d09fd3f3cde7477eebed65873676bbd3649060698593374f9adc30bcb"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "df8a954d41f18451a54a9e2621a3236b66c63b18bd16b471050c0c9fc0b35c74"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "22b857f01d8aa1bde039ccf6f00ce5487abfc4b644a25f66a498a755cd2ba86c"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "a136bbc7f6a05c7fda847028af6fe3cda2c438ae06a59d33508510840165327e"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "a324ad478043986bebd4a4e3e25674b77ffd89edd642c17c771e532464bc1603"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "dec9b38a9f7ba898c2f0e4744e8a1ac7f7cf96824d5e97a25b1063b33c7a2800"
+    },
+    {
+      "path": "logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "a86beb9b26c56f9f5943eb014b84bce2d06f370aa5e9e39ce405e08cfb0139d1"
+    },
+    {
+      "path": "logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 1364,
+      "sha256": "d773a699fe9db591b128ec4d026d5c50c983698a251f2e1c99eea1d6a655054a"
+    },
+    {
+      "path": "logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 1353,
+      "sha256": "a7d9a879f730ffdc1b7e0b5d3dc09eaccf0f6375e2d284ce18dde893031506ff"
+    },
+    {
+      "path": "logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 1412,
+      "sha256": "68eb5ff39918c795c4cfbd2e0bca760b4186d871d057b7fd69c35ab3c465ad74"
+    },
+    {
+      "path": "logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 1401,
+      "sha256": "5aee1700123bed846f5dc181720ddfd5c54aa67155270982763216029513880d"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1415,
+      "sha256": "d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "b34114d7a04f81e8a4013d8150ddba7dae2b29e6ead64d78af8a598bf458dab4"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/events.bin",
+      "bytes": 239696,
+      "sha256": "a1127296a157423910edcff21be25df8f54d33ea071c43dc23d8ff2e96ff8f19"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "8d0da00b85fbac49df9888b03a1e0bf23da99c8e6d916a1548aefc3a57a7eda9"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json",
+      "bytes": 4041,
+      "sha256": "9491589532b60bbb131459174f5d0addd20f63cf079b39895ad67012b386239e"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "102e549d18bc7a421dc1500c7436bf7abee361e1e2bedaad50b9546d2aa56167"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json",
+      "bytes": 2173,
+      "sha256": "89186c151d565cfbe568f0083658b7a5bfed65ca7468ecac7d8cc2e0fc4b8e9d"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a92a4ca83752275c8118911d8d2c8543df4bc4e45d8e08151f3bf5964dc3b8cf"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-summary.npz",
+      "bytes": 7925,
+      "sha256": "ee1e9bfd60362d4fd9c4f8f89d025a10c944f193bfe3b45ee0f0bb3bf2106067"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/ticks.jsonl",
+      "bytes": 624683,
+      "sha256": "3d36ce160b50315870b0284a666b0d84998680c8e7674ad33b663c2c7bd9634c"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "96df12a028d99daf697de3b04a40af8a9e2e37153da34460ba8de66644822eb6"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/events.bin",
+      "bytes": 239888,
+      "sha256": "2815973438d5de7c169ed651101dec8136fe5bde549324010204ca7b7d694bac"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "d4f2419be9442bd79963254ff7e5bb77f16be9f83cc5df918dac9287b5fe259e"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json",
+      "bytes": 4035,
+      "sha256": "62ff6072a0db38c03f733afa57dc46a71358bb27bf02b877a87d754cca5b92bb"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "894ab50fa8a60ebe4ccf54c46b7778488b83605bb08c9dcb438981f9901c0a0c"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json",
+      "bytes": 2172,
+      "sha256": "dc80c2a5ad1f5cdae92e93f7124ebfb8a38af45324d3c00203dabeb44d3cf6b5"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "166a663b84ff3281babc50b7ebd7d356f6de1eed734b72abfd545b785b9a063c"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-summary.npz",
+      "bytes": 7960,
+      "sha256": "4c375352f12484b81eb07b6e674774d732370f483394b04542caaccb2a5bd3ee"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/ticks.jsonl",
+      "bytes": 624666,
+      "sha256": "711b8d8ffe1cea676f2947efac22b65c15a52365766a6976bb34eb2cf54f1995"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "b8eaac9da077c9bee1edaa20911e16df26b7acf480d090ebcab5a4de841a5e88"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/events.bin",
+      "bytes": 247856,
+      "sha256": "57d328e7f223d47f189bc7ffe1b13a6da0022e160f5ad631c711f4099d56dd82"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "5d8f88ee826ef06c625007e6d563e7f2be0ef95fa1fa61782f7ecf827a987b75"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json",
+      "bytes": 4055,
+      "sha256": "a9b6bb54fd3cc904d7e56c6ab2e49f607432966623c6ba47a3939e8d7e401920"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "90826f935c270e4d56d4310aad43d17124322129add4f096eabfa3c352bb2336"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json",
+      "bytes": 2176,
+      "sha256": "ea1db106544f41d49e9a07449670f4227b4f93d3eeb8b2de2befa4b68d287ae1"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b0386ffb7f5aaac324e058daed6dddb87979001dbb172a9673cf5392d35ae212"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-summary.npz",
+      "bytes": 7942,
+      "sha256": "50b0b9d9f26fc235dfb1a93cf87d6b5a770096f20e4cf6860c016d6b71dd40b4"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/ticks.jsonl",
+      "bytes": 624677,
+      "sha256": "8f899a22ace885bf5e4469705eade7db3d6baa0a78f2992346ff3495817cc4b0"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "87a4603d9b167cf867799d5984293ffb07cf37328f602ac1c2a0b65b0f252595"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/events.bin",
+      "bytes": 247008,
+      "sha256": "4eebd71c427d662a98759276cce7ec4a16ad0d66c9cbef7130fee3acdca8748b"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "6aea7fc4577e52397f592681799eaf352cb85f855fca66d6e31b7ff98b00b155"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json",
+      "bytes": 4053,
+      "sha256": "b6b911de48231528ec16cb87396b297d9b2beeec2fd54c2a4d6717704f706659"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ea81d2d07626aed2ae1096da17a1b4163d3568dc54438409c3ac35f81a7d395f"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json",
+      "bytes": 2175,
+      "sha256": "3050f437019a9e0c44bb5cee4984b8d7872e45b82f4fec8e9f7ee4a0b31fdffd"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b06d86d7560da6c0222e9ea82dc172faf94aec38950456d47a8bdc40acfbf3ad"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-summary.npz",
+      "bytes": 7960,
+      "sha256": "16202d8f7fb4dc7569c32343e1aeb0ea19a58e239f51ce0e61861a1bae32854b"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/ticks.jsonl",
+      "bytes": 624666,
+      "sha256": "004c926433c5f42b506abed7b35d2d81660517ef00fda06e19cfaa0616558548"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+    },
+    {
+      "path": "protocol/control-cases.json",
+      "bytes": 598,
+      "sha256": "131e55983407aa396f5064cf45c0e8baed3d6d366862ed9051e6ba7186cd6247"
+    },
+    {
+      "path": "protocol/encoder-audit.json",
+      "bytes": 2858,
+      "sha256": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0"
+    },
+    {
+      "path": "protocol/encoder-control.json",
+      "bytes": 21026,
+      "sha256": "f29ad88ed30252b0bea28ad181b1ecc5d08eb4ace4ab9eafc7735b25b00ab3e7"
+    },
+    {
+      "path": "protocol/prepared-hashes.json",
+      "bytes": 73427,
+      "sha256": "490100d204c2e202ec07739c41ab2fb2f8518576c30caafa39dd9d6832923d32"
+    },
+    {
+      "path": "protocol/preregistered.json",
+      "bytes": 13568,
+      "sha256": "c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300"
+    },
+    {
+      "path": "protocol/validation-cases.json",
+      "bytes": 49395,
+      "sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9"
+    },
+    {
+      "path": "regression/frozen-five.json",
+      "bytes": 7144,
+      "sha256": "020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433"
+    },
+    {
+      "path": "regression/old-integrity-after.json",
+      "bytes": 7214,
+      "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+    },
+    {
+      "path": "regression/old-integrity-before.json",
+      "bytes": 7214,
+      "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+    },
+    {
+      "path": "regression/unit-tests.json",
+      "bytes": 385,
+      "sha256": "7885403c63f83337e9034e40145f0633908f7d4c979c82439d3b22a98b122a70"
+    },
+    {
+      "path": "regression/unit-tests.log",
+      "bytes": 4732,
+      "sha256": "5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f"
+    },
+    {
+      "path": "validation/novel_to_aj/matched_energy.json",
+      "bytes": 5738,
+      "sha256": "6dae5ea395cb39baa6a9a07341dbedeff39229df0ace28b6bbeb1bc54737e6ea"
+    },
+    {
+      "path": "validation/novel_to_aj/physiological.json",
+      "bytes": 5736,
+      "sha256": "8c59252c983cfc76dfe40d7c4c5f2ba3322058cc40bf1e7fc46b97fd0a3ee2bd"
+    },
+    {
+      "path": "validation/novel_to_aj/summary.json",
+      "bytes": 217177,
+      "sha256": "e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec"
+    },
+    {
+      "path": "validation/seed_validation/matched_energy.json",
+      "bytes": 5740,
+      "sha256": "1c3c7bd834484f30848edf181268f511b45fd5c92de007806e9e3ccb6245854f"
+    },
+    {
+      "path": "validation/seed_validation/physiological.json",
+      "bytes": 5727,
+      "sha256": "9fb3919c060583913c8d565747cd9caaef76a490408bd115129c2ab098ba7526"
+    },
+    {
+      "path": "validation/seed_validation/summary.json",
+      "bytes": 219215,
+      "sha256": "5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63"
+    }
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json
new file mode 100644
index 0000000..28143e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json
@@ -0,0 +1,12 @@
+{
+  "KC_targets_in_case": 4064,
+  "base_graph_files_modified": false,
+  "base_weight_raw_bytes_sha256": "a8c19cde743bd456bcb2e988d504f805b6943d6ceb97cd241d6e1e472ab5a591",
+  "count": 5845,
+  "effective_weights_file_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "fullgraph_required_mask_count": 5845,
+  "graded_targets": "only KC identities present in this LIF case",
+  "ordered_original_edge_id_sha256": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+  "rule": "zero +0 all existing fast edges whose source GLOBAL neuron is in apl_globals; no graph edge removal"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json
new file mode 100644
index 0000000..c2a21af
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json
@@ -0,0 +1,39 @@
+{
+  "APL_generation_steps_after_window": 0,
+  "apl_delay_steps": 18,
+  "applied_generated_rows": 982,
+  "brain_steps_after_window": 0,
+  "brain_tail_advanced": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "delay_implementation": "independent list FIFO; no candidate or timing_queue imports",
+  "final_apl_state_float32": [
+    148.8344268798828,
+    172.29991149902344
+  ],
+  "final_apl_state_nonzero": true,
+  "final_apl_state_u32_bits": [
+    1125438877,
+    1126976711
+  ],
+  "finite_generated_sequence_partition_exact": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "future_generated_decay_tail_included": false,
+  "generated_rows": 1000,
+  "initial_zero_prefix": 0,
+  "meaning": "Tail contains only already generated h and any remaining initial-zero padding; never a complete future closed-loop or decay tail",
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_file_sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+  "pending_generated_count": 18,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "pending_initial_zero_prefix": 0,
+  "pending_raw_sha256": "479e12060457c98eef9daa5b4417d5dca1da61716a3163dd4da3add350533cba",
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "positive_zero_warmup_exact": true,
+  "steps": 1000,
+  "transport_shift_exact": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json
new file mode 100644
index 0000000..bbaffe4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json
@@ -0,0 +1,56 @@
+{
+  "command": [
+    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "-B",
+    "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "--bundle-dir",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "--dt-ms",
+    "0.1"
+  ],
+  "handshake": {
+    "array_sha256": {
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "dt_ms": 0.1,
+    "environment": {
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "cuda": "13.0",
+      "cuda_matmul_allow_tf32": false,
+      "cudnn": 92400,
+      "cudnn_allow_tf32": true,
+      "cudnn_benchmark": false,
+      "cudnn_deterministic": false,
+      "deterministic_algorithms": false,
+      "device_capability": [
+        8,
+        9
+      ],
+      "device_index": 0,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "float32_matmul_precision": "highest",
+      "numpy": "2.2.6",
+      "precision_configuration_changed_by_component": false,
+      "torch": "2.14.0+cu130"
+    },
+    "files_sha256": {
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+    },
+    "gain_f32_bits": "3c23d70a",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros",
+    "n_apl": 2,
+    "n_kc": 4064,
+    "n_neurons": 166700,
+    "ok": true,
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "protocol": "phase4ag-apl-v1"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log
new file mode 100644
index 0000000..e69de29
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json
new file mode 100644
index 0000000..48ffa23
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json
@@ -0,0 +1,72 @@
+{
+  "c0": -0.00025935108198051754,
+  "cg": 0.004937935295309027,
+  "cv": 0.9950124791926823,
+  "gd": 0.9801986733067553,
+  "metadata": {
+    "constant_values_are_double": true,
+    "float32_execution_note": "Brian NumPy scalar/array promotion and operation order must be matched separately; double coefficients alone do not assert float64 intermediate array arithmetic.",
+    "g_expression": "gd * old_g",
+    "hex": {
+      "c0": "-0x1.0ff306a505980p-12",
+      "cg": "0x1.439cce9a65d5bp-8",
+      "cv": "0x1.fd7246927d28bp-1",
+      "gd": "0x1.f5dc99badec5bp-1",
+      "reset": "-0x1.a9fbe76c8b43ap-5",
+      "seed_volt": "-0x1.6872b020c49bap-5",
+      "threshold": "-0x1.70a3d70a3d70ap-5"
+    },
+    "names": {
+      "c0": "_lio_8",
+      "cg": "_lio_9",
+      "cv": "_lio_10",
+      "gd": "_lio_2"
+    },
+    "provenance": {
+      "c0": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_8",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cg": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_9",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cv": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_10",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "gd": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_2",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "reset": {
+        "code_object": "default_neurons_spike_resetter_codeobject_1",
+        "name": "v_rst",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "seed_volt": {
+        "source": "common request interface: unchanged v_th + 1 mV"
+      },
+      "threshold": {
+        "code_object": "default_neurons_spike_thresholder_codeobject_1",
+        "name": "v_th",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      }
+    },
+    "units": "SI volts and dimensionless coefficients",
+    "voltage_expression": "c0 + ((cg * old_g) + (cv * old_v))"
+  },
+  "reset": -0.052000000000000005,
+  "seed_volt": -0.044,
+  "threshold": -0.045
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json
new file mode 100644
index 0000000..c7ccaef
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    g = _array_default_neurons_g.copy()\n    dt = _array_defaultclock_dt[0]\n    rfc = _array_default_neurons_rfc\n    lastspike = _array_default_neurons_lastspike\n    v = _array_default_neurons_v.copy()\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\n",
+        "name": "default_neurons_stateupdater_codeobject"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\n",
+        "name": "default_neurons_spike_thresholder_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _array_spikemonitor_count[_events - _source_start] += 1\n",
+        "name": "spikemonitor_codeobject"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        w = _array_default_synapses_w[_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\n",
+        "name": "default_synapses_pre_codeobject"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\n",
+        "name": "default_neurons_spike_resetter_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json
new file mode 100644
index 0000000..e7885d3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json
@@ -0,0 +1,17 @@
+{
+  "APL_precision": "float32 in separate science-Python process",
+  "Torch_imported_into_Brian": false,
+  "author_precision": "float64",
+  "codegen": "numpy",
+  "packages": {
+    "brian2": "2.5.1",
+    "cython": "0.29.33",
+    "numpy": "1.22.3",
+    "pandas": "1.4.3",
+    "pyarrow": "11.0.0",
+    "scipy": "1.8.1",
+    "sympy": "1.12"
+  },
+  "platform": "Linux-5.15.0-194-generic-x86_64-with-glibc2.35",
+  "python": "3.10.12 (main, Aug 31 2026, 10:18:17) [GCC 11.4.0]"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json
new file mode 100644
index 0000000..f79ee23
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    g = _array_default_neurons_g.copy()\n    dt = _array_defaultclock_dt[0]\n    rfc = _array_default_neurons_rfc\n    lastspike = _array_default_neurons_lastspike\n    v = _array_default_neurons_v.copy()\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\n",
+        "name": "default_neurons_stateupdater_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\n",
+        "name": "default_neurons_spike_thresholder_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _array_spikemonitor_count[_events - _source_start] += 1\n",
+        "name": "spikemonitor_codeobject_1"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        w = _array_default_synapses_w[_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\n",
+        "name": "default_synapses_pre_codeobject_1"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\n",
+        "name": "default_neurons_spike_resetter_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json
new file mode 100644
index 0000000..0fdab92
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json
@@ -0,0 +1,80 @@
+{
+  "ae_sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+  "af_sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+  "apl_delay_steps": 18,
+  "author_sha256": "fc45837d7122c6ce2a7f3f2f23c515992e4b232aadb919efabb72337fac88e4e",
+  "bundle_hashes": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+  },
+  "candidate_trace_used_as_input": false,
+  "case_hashes": {
+    "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+    "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8"
+  },
+  "coefficients_sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+  "copied_oracle_sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+  "copied_oracle_source": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+  "graph_hashes": {
+    "completeness.csv": "fb9033398abb7585ae63472ced9d8c8cab787f69965dc9ce5fa409ab105bc1bc",
+    "connectivity.parquet": "1362c1102b74f5552f4b01fca956574fd6252f749e31493c4a00a1bc9eab00b3",
+    "dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1"
+  },
+  "legacy_apl_worker_sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+  "only_scientific_change": "transport generated graded-APL h before the unchanged end write",
+  "scope": "shared-APL-component closed-loop oracle, not all-components-independent CPU equivalence",
+  "spec": {
+    "apl": {
+      "gain": 0.01,
+      "normalization": 1.0,
+      "tau_ms": 20.0
+    },
+    "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "apl_delay_steps": 18,
+    "apl_precision": "float32",
+    "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+    "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+    "dt_ms": 0.1,
+    "duration_ms": 100.0,
+    "expected_external_events": 102.2443115234375,
+    "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+    "kind": "fullgraph",
+    "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "mode": "matched_energy",
+    "model": {
+      "dt_ms": 0.1,
+      "membrane_tau_ms": 20.0,
+      "refractory_ms": 2.2,
+      "reset_potential_mv": -52.0,
+      "resting_potential_mv": -52.0,
+      "synaptic_delay_ms": 1.8,
+      "synaptic_tau_ms": 5.0,
+      "threshold_mv": -45.0,
+      "w_syn_mv_per_anatomical_synapse": 0.275
+    },
+    "name": "novel_to_aj-matched_energy-00-s1073741825",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "odor_name": "ethyl 3-methylsulfanylpropanoate",
+    "output_budget_bytes": 25769803776,
+    "precision": "float64",
+    "rate_sum_hz": 1022.443115234375,
+    "record_history": false,
+    "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "seed": 1073741825,
+    "source_panel_row": 6,
+    "source_panel_split": "heldout",
+    "steps": 1000,
+    "target_count": 35,
+    "training": false,
+    "validation_cohort": "novel_to_aj"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json
new file mode 100644
index 0000000..982e0a9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json
@@ -0,0 +1,60 @@
+{
+  "APL_SI_conversion": "h.astype(float64) * float64(0.001), then separate float64 g subtraction",
+  "APL_dtype": "float32",
+  "APL_h_units": "mV; gain already applied in float32",
+  "APL_inhibition_file_means": "generated h at the actual closed-loop Brian spike tick, not the delayed applied value",
+  "APL_input": "Brian's own actual global spikes, never candidate spikes or candidate inhibition",
+  "APL_pending_file": "apl-pending-tail.float32.npy",
+  "APL_pending_generated_count": 18,
+  "APL_pending_initial_zero_prefix": 0,
+  "APL_pending_scope": "next D scheduled applications from recorded h plus unconsumed initial zero slots; not future generated decay",
+  "APL_shapes": {
+    "applied": [
+      1000,
+      4064
+    ],
+    "drive": [
+      1000,
+      2
+    ],
+    "inhibition": [
+      1000,
+      4064
+    ],
+    "pending_tail": [
+      18,
+      4064
+    ],
+    "state": [
+      1000,
+      2
+    ]
+  },
+  "APL_transport": "applied[t]=generated_h[t-D] for t>=D, positive zero otherwise; separate independent list FIFO",
+  "APL_write_schedule": "end, order=0, after original reset, unconditional raw g write; recorder end/order=1",
+  "apl_delay_steps": 18,
+  "complete_marker": "summary.json complete=true only after worker exit and all checks",
+  "history_recorded": false,
+  "history_shape": [
+    1000,
+    166700
+  ],
+  "queue_protocol": "sealed Phase4AF queue_summary; original global edge IDs, including zero-weight/ref-rejected arrivals",
+  "request_columns": [
+    "tick",
+    "neuron_idx",
+    "attempted",
+    "accepted",
+    "rejected"
+  ],
+  "state_hash_encoding": "SHA256 of contiguous little-endian raw f64 V/g and i32 ref",
+  "state_hash_file": "tick-state-hashes.jsonl",
+  "state_npz": [
+    "step",
+    "neuron_idx",
+    "counts",
+    "v",
+    "g",
+    "ref"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json
new file mode 100644
index 0000000..6ed5906
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json
@@ -0,0 +1,34 @@
+{
+  "membrane_tau_ms": {
+    "author": 20.0,
+    "case": 20.0
+  },
+  "refractory_ms": {
+    "author": 2.2,
+    "case": 2.2
+  },
+  "reset_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "resting_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "synaptic_delay_ms": {
+    "author": 1.8,
+    "case": 1.8
+  },
+  "synaptic_tau_ms": {
+    "author": 5.0,
+    "case": 5.0
+  },
+  "threshold_mv": {
+    "author": -45.0,
+    "case": -45.0
+  },
+  "w_syn_mv_per_anatomical_synapse": {
+    "author": 0.275,
+    "case": 0.275
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json
new file mode 100644
index 0000000..11368a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json
@@ -0,0 +1,15 @@
+{
+  "advance_calls": 1000,
+  "forwarding_contract": "sealed AE/AF design",
+  "installations": [
+    "default_synapses_pre_codeobject",
+    "default_synapses_pre_codeobject_1"
+  ],
+  "limit": "Current wrapper was not independently rerun without the queue proxy",
+  "new_unwrapped_repeat_performed": false,
+  "original_edge_ids_not_sorted_or_filtered": true,
+  "peek_calls": 1000,
+  "post_threshold_pre_synaptic_guard_observed": true,
+  "same_peek_object_returned": true,
+  "zero_weight_and_refractory_rejected_edges_retained": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv
new file mode 100644
index 0000000..4575dfa
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv
@@ -0,0 +1,110 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,1,0
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+682,1372,1,0,1
+695,6721,1,1,0
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,0,1
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,1,0
+750,1011,1,1,0
+754,189,1,1,0
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,0,1
+817,6721,1,1,0
+831,434,1,1,0
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,0,1
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,0,1
+896,1372,1,1,0
+896,133666,1,1,0
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,0,1
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,1,0
+964,189,1,1,0
+965,522,1,0,1
+974,2029,1,1,0
+977,79514,1,0,1
+982,97,1,0,1
+992,54264,1,1,0
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json
new file mode 100644
index 0000000..aba916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "oracle",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+  "sealed_runtime_sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json
new file mode 100644
index 0000000..14342f5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json
@@ -0,0 +1,11 @@
+{
+  "schedule": [
+    "start",
+    "groups",
+    "thresholds",
+    "synapses",
+    "resets",
+    "end"
+  ],
+  "summary": "                      object                       |            part of            |       Clock dt       |       when        |  order  | active\n---------------------------------------------------+-------------------------------+----------------------+-------------------+---------+-------\ndefault_neurons_stateupdater (StateUpdater)        | default_neurons (NeuronGroup) | 100. us (every step) | groups            |       0 |  yes  \noracle_common_requests (NetworkOperation)          | --                            | 100. us (every step) | before_thresholds |       0 |  yes  \ndefault_neurons_spike_thresholder (Thresholder)    | default_neurons (NeuronGroup) | 100. us (every step) | thresholds        |       0 |  yes  \nspikemonitor (SpikeMonitor)                        | spikemonitor (SpikeMonitor)   | 100. us (every step) | thresholds        |       1 |  yes  \ndefault_synapses_pre (SynapticPathway)             | default_synapses (Synapses)   | 100. us (every step) | synapses          |      -1 |  yes  \ndefault_neurons_spike_resetter (Resetter)          | default_neurons (NeuronGroup) | 100. us (every step) | resets            |       0 |  yes  \noracle_legacy_apl_unconditional (NetworkOperation) | --                            | 100. us (every step) | end               |       0 |  yes  \noracle_after_apl_record (NetworkOperation)         | --                            | 100. us (every step) | end               |       1 |  yes  \nzz_apl_queue_installer (QueueInstaller)            | --                            | 100. us (every step) | end               | 1000000 |  yes  "
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json
new file mode 100644
index 0000000..1780f5d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json
@@ -0,0 +1,51 @@
+{
+  "APL_applied_sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+  "APL_fast_edges_zeroed": 5845,
+  "APL_finite_sequence_partition_exact": true,
+  "APL_pending_tail_sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+  "APL_precision": "float32",
+  "APL_timing_audit_sha256": "d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89",
+  "APL_transport_shift_exact": true,
+  "APL_worker_exit_status": 0,
+  "APL_worker_ticks": 1000,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "applicable_requests": 79,
+  "backend": "shared-APL-component closed-loop Brian2 oracle",
+  "candidate_trace_used_as_input": false,
+  "complete": true,
+  "completed_ticks": 1000,
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "events_sha256": "a1127296a157423910edcff21be25df8f54d33ea071c43dc23d8ff2e96ff8f19",
+  "future_generated_decay_tail_included": false,
+  "history_recorded": false,
+  "independent_CPU_all_components_claim": false,
+  "initial_zero_prefix": 0,
+  "kc_targets_present": 4064,
+  "name": "novel_to_aj-matched_energy-00-s1073741825",
+  "no_poi": true,
+  "no_training": true,
+  "nodes": 166700,
+  "output_budget_bytes": 25769803776,
+  "output_bytes_before_summary": 3665862279,
+  "pass_all": true,
+  "pass_all_scope": "Oracle construction, protocol and internal self-checks only; candidate comparison is a separate gate",
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "precision": "float64",
+  "queue_sha256": "102e549d18bc7a421dc1500c7436bf7abee361e1e2bedaad50b9546d2aa56167",
+  "ref_rejected_requests": 30,
+  "requests": 109,
+  "scope": "Only this fixed trajectory; legacy Torch APL is a shared numerical component, not an independent CPU APL implementation",
+  "single_continuous_run": true,
+  "source_and_inputs_unchanged": true,
+  "spikes": 29962,
+  "state_hashes_sha256": "a92a4ca83752275c8118911d8d2c8543df4bc4e45d8e08151f3bf5964dc3b8cf",
+  "steps": 1000,
+  "weights_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json
new file mode 100644
index 0000000..28143e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json
@@ -0,0 +1,12 @@
+{
+  "KC_targets_in_case": 4064,
+  "base_graph_files_modified": false,
+  "base_weight_raw_bytes_sha256": "a8c19cde743bd456bcb2e988d504f805b6943d6ceb97cd241d6e1e472ab5a591",
+  "count": 5845,
+  "effective_weights_file_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "fullgraph_required_mask_count": 5845,
+  "graded_targets": "only KC identities present in this LIF case",
+  "ordered_original_edge_id_sha256": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+  "rule": "zero +0 all existing fast edges whose source GLOBAL neuron is in apl_globals; no graph edge removal"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json
new file mode 100644
index 0000000..1578090
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json
@@ -0,0 +1,39 @@
+{
+  "APL_generation_steps_after_window": 0,
+  "apl_delay_steps": 18,
+  "applied_generated_rows": 982,
+  "brain_steps_after_window": 0,
+  "brain_tail_advanced": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "delay_implementation": "independent list FIFO; no candidate or timing_queue imports",
+  "final_apl_state_float32": [
+    152.68724060058594,
+    166.99606323242188
+  ],
+  "final_apl_state_nonzero": true,
+  "final_apl_state_u32_bits": [
+    1125691375,
+    1126629118
+  ],
+  "finite_generated_sequence_partition_exact": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "future_generated_decay_tail_included": false,
+  "generated_rows": 1000,
+  "initial_zero_prefix": 0,
+  "meaning": "Tail contains only already generated h and any remaining initial-zero padding; never a complete future closed-loop or decay tail",
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_file_sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+  "pending_generated_count": 18,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "pending_initial_zero_prefix": 0,
+  "pending_raw_sha256": "7e7809e834debf7f983f54907901965c969e2e88ba987605e5823ceadc139bd9",
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "positive_zero_warmup_exact": true,
+  "steps": 1000,
+  "transport_shift_exact": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json
new file mode 100644
index 0000000..bbaffe4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json
@@ -0,0 +1,56 @@
+{
+  "command": [
+    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "-B",
+    "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "--bundle-dir",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "--dt-ms",
+    "0.1"
+  ],
+  "handshake": {
+    "array_sha256": {
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "dt_ms": 0.1,
+    "environment": {
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "cuda": "13.0",
+      "cuda_matmul_allow_tf32": false,
+      "cudnn": 92400,
+      "cudnn_allow_tf32": true,
+      "cudnn_benchmark": false,
+      "cudnn_deterministic": false,
+      "deterministic_algorithms": false,
+      "device_capability": [
+        8,
+        9
+      ],
+      "device_index": 0,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "float32_matmul_precision": "highest",
+      "numpy": "2.2.6",
+      "precision_configuration_changed_by_component": false,
+      "torch": "2.14.0+cu130"
+    },
+    "files_sha256": {
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+    },
+    "gain_f32_bits": "3c23d70a",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros",
+    "n_apl": 2,
+    "n_kc": 4064,
+    "n_neurons": 166700,
+    "ok": true,
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "protocol": "phase4ag-apl-v1"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log
new file mode 100644
index 0000000..e69de29
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json
new file mode 100644
index 0000000..48ffa23
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json
@@ -0,0 +1,72 @@
+{
+  "c0": -0.00025935108198051754,
+  "cg": 0.004937935295309027,
+  "cv": 0.9950124791926823,
+  "gd": 0.9801986733067553,
+  "metadata": {
+    "constant_values_are_double": true,
+    "float32_execution_note": "Brian NumPy scalar/array promotion and operation order must be matched separately; double coefficients alone do not assert float64 intermediate array arithmetic.",
+    "g_expression": "gd * old_g",
+    "hex": {
+      "c0": "-0x1.0ff306a505980p-12",
+      "cg": "0x1.439cce9a65d5bp-8",
+      "cv": "0x1.fd7246927d28bp-1",
+      "gd": "0x1.f5dc99badec5bp-1",
+      "reset": "-0x1.a9fbe76c8b43ap-5",
+      "seed_volt": "-0x1.6872b020c49bap-5",
+      "threshold": "-0x1.70a3d70a3d70ap-5"
+    },
+    "names": {
+      "c0": "_lio_8",
+      "cg": "_lio_9",
+      "cv": "_lio_10",
+      "gd": "_lio_2"
+    },
+    "provenance": {
+      "c0": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_8",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cg": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_9",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cv": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_10",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "gd": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_2",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "reset": {
+        "code_object": "default_neurons_spike_resetter_codeobject_1",
+        "name": "v_rst",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "seed_volt": {
+        "source": "common request interface: unchanged v_th + 1 mV"
+      },
+      "threshold": {
+        "code_object": "default_neurons_spike_thresholder_codeobject_1",
+        "name": "v_th",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      }
+    },
+    "units": "SI volts and dimensionless coefficients",
+    "voltage_expression": "c0 + ((cg * old_g) + (cv * old_v))"
+  },
+  "reset": -0.052000000000000005,
+  "seed_volt": -0.044,
+  "threshold": -0.045
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json
new file mode 100644
index 0000000..98557e1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    dt = _array_defaultclock_dt[0]\n    lastspike = _array_default_neurons_lastspike\n    g = _array_default_neurons_g.copy()\n    rfc = _array_default_neurons_rfc\n    t = _array_defaultclock_t[0]\n    v = _array_default_neurons_v.copy()\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json
new file mode 100644
index 0000000..e7885d3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json
@@ -0,0 +1,17 @@
+{
+  "APL_precision": "float32 in separate science-Python process",
+  "Torch_imported_into_Brian": false,
+  "author_precision": "float64",
+  "codegen": "numpy",
+  "packages": {
+    "brian2": "2.5.1",
+    "cython": "0.29.33",
+    "numpy": "1.22.3",
+    "pandas": "1.4.3",
+    "pyarrow": "11.0.0",
+    "scipy": "1.8.1",
+    "sympy": "1.12"
+  },
+  "platform": "Linux-5.15.0-194-generic-x86_64-with-glibc2.35",
+  "python": "3.10.12 (main, Aug 31 2026, 10:18:17) [GCC 11.4.0]"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json
new file mode 100644
index 0000000..6cb179d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    dt = _array_defaultclock_dt[0]\n    lastspike = _array_default_neurons_lastspike\n    g = _array_default_neurons_g.copy()\n    rfc = _array_default_neurons_rfc\n    t = _array_defaultclock_t[0]\n    v = _array_default_neurons_v.copy()\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject_1"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject_1"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json
new file mode 100644
index 0000000..de23f0d
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json
@@ -0,0 +1,80 @@
+{
+  "ae_sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+  "af_sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+  "apl_delay_steps": 18,
+  "author_sha256": "fc45837d7122c6ce2a7f3f2f23c515992e4b232aadb919efabb72337fac88e4e",
+  "bundle_hashes": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+  },
+  "candidate_trace_used_as_input": false,
+  "case_hashes": {
+    "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+    "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845"
+  },
+  "coefficients_sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+  "copied_oracle_sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+  "copied_oracle_source": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+  "graph_hashes": {
+    "completeness.csv": "fb9033398abb7585ae63472ced9d8c8cab787f69965dc9ce5fa409ab105bc1bc",
+    "connectivity.parquet": "1362c1102b74f5552f4b01fca956574fd6252f749e31493c4a00a1bc9eab00b3",
+    "dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1"
+  },
+  "legacy_apl_worker_sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+  "only_scientific_change": "transport generated graded-APL h before the unchanged end write",
+  "scope": "shared-APL-component closed-loop oracle, not all-components-independent CPU equivalence",
+  "spec": {
+    "apl": {
+      "gain": 0.01,
+      "normalization": 1.0,
+      "tau_ms": 20.0
+    },
+    "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "apl_delay_steps": 18,
+    "apl_precision": "float32",
+    "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+    "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+    "dt_ms": 0.1,
+    "duration_ms": 100.0,
+    "expected_external_events": 113.30283203125,
+    "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+    "kind": "fullgraph",
+    "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "mode": "physiological",
+    "model": {
+      "dt_ms": 0.1,
+      "membrane_tau_ms": 20.0,
+      "refractory_ms": 2.2,
+      "reset_potential_mv": -52.0,
+      "resting_potential_mv": -52.0,
+      "synaptic_delay_ms": 1.8,
+      "synaptic_tau_ms": 5.0,
+      "threshold_mv": -45.0,
+      "w_syn_mv_per_anatomical_synapse": 0.275
+    },
+    "name": "novel_to_aj-physiological-00-s1073741825",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "odor_name": "ethyl 3-methylsulfanylpropanoate",
+    "output_budget_bytes": 25769803776,
+    "precision": "float64",
+    "rate_sum_hz": 1133.0283203125,
+    "record_history": false,
+    "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "seed": 1073741825,
+    "source_panel_row": 6,
+    "source_panel_split": "heldout",
+    "steps": 1000,
+    "target_count": 35,
+    "training": false,
+    "validation_cohort": "novel_to_aj"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json
new file mode 100644
index 0000000..982e0a9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json
@@ -0,0 +1,60 @@
+{
+  "APL_SI_conversion": "h.astype(float64) * float64(0.001), then separate float64 g subtraction",
+  "APL_dtype": "float32",
+  "APL_h_units": "mV; gain already applied in float32",
+  "APL_inhibition_file_means": "generated h at the actual closed-loop Brian spike tick, not the delayed applied value",
+  "APL_input": "Brian's own actual global spikes, never candidate spikes or candidate inhibition",
+  "APL_pending_file": "apl-pending-tail.float32.npy",
+  "APL_pending_generated_count": 18,
+  "APL_pending_initial_zero_prefix": 0,
+  "APL_pending_scope": "next D scheduled applications from recorded h plus unconsumed initial zero slots; not future generated decay",
+  "APL_shapes": {
+    "applied": [
+      1000,
+      4064
+    ],
+    "drive": [
+      1000,
+      2
+    ],
+    "inhibition": [
+      1000,
+      4064
+    ],
+    "pending_tail": [
+      18,
+      4064
+    ],
+    "state": [
+      1000,
+      2
+    ]
+  },
+  "APL_transport": "applied[t]=generated_h[t-D] for t>=D, positive zero otherwise; separate independent list FIFO",
+  "APL_write_schedule": "end, order=0, after original reset, unconditional raw g write; recorder end/order=1",
+  "apl_delay_steps": 18,
+  "complete_marker": "summary.json complete=true only after worker exit and all checks",
+  "history_recorded": false,
+  "history_shape": [
+    1000,
+    166700
+  ],
+  "queue_protocol": "sealed Phase4AF queue_summary; original global edge IDs, including zero-weight/ref-rejected arrivals",
+  "request_columns": [
+    "tick",
+    "neuron_idx",
+    "attempted",
+    "accepted",
+    "rejected"
+  ],
+  "state_hash_encoding": "SHA256 of contiguous little-endian raw f64 V/g and i32 ref",
+  "state_hash_file": "tick-state-hashes.jsonl",
+  "state_npz": [
+    "step",
+    "neuron_idx",
+    "counts",
+    "v",
+    "g",
+    "ref"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json
new file mode 100644
index 0000000..6ed5906
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json
@@ -0,0 +1,34 @@
+{
+  "membrane_tau_ms": {
+    "author": 20.0,
+    "case": 20.0
+  },
+  "refractory_ms": {
+    "author": 2.2,
+    "case": 2.2
+  },
+  "reset_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "resting_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "synaptic_delay_ms": {
+    "author": 1.8,
+    "case": 1.8
+  },
+  "synaptic_tau_ms": {
+    "author": 5.0,
+    "case": 5.0
+  },
+  "threshold_mv": {
+    "author": -45.0,
+    "case": -45.0
+  },
+  "w_syn_mv_per_anatomical_synapse": {
+    "author": 0.275,
+    "case": 0.275
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json
new file mode 100644
index 0000000..11368a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json
@@ -0,0 +1,15 @@
+{
+  "advance_calls": 1000,
+  "forwarding_contract": "sealed AE/AF design",
+  "installations": [
+    "default_synapses_pre_codeobject",
+    "default_synapses_pre_codeobject_1"
+  ],
+  "limit": "Current wrapper was not independently rerun without the queue proxy",
+  "new_unwrapped_repeat_performed": false,
+  "original_edge_ids_not_sorted_or_filtered": true,
+  "peek_calls": 1000,
+  "post_threshold_pre_synaptic_guard_observed": true,
+  "same_peek_object_returned": true,
+  "zero_weight_and_refractory_rejected_edges_retained": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv
new file mode 100644
index 0000000..d04d0f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv
@@ -0,0 +1,118 @@
+tick,neuron_idx,attempted,accepted,rejected
+20,7322,1,1,0
+21,53508,1,1,0
+24,999,1,1,0
+25,530,1,1,0
+31,159,1,1,0
+37,2029,1,1,0
+43,530,1,0,1
+50,522,1,1,0
+51,1372,1,1,0
+58,9052,1,1,0
+73,530,1,1,0
+78,530,1,0,1
+81,530,1,0,1
+95,622,1,1,0
+114,710,1,1,0
+115,2029,1,1,0
+136,79514,1,1,0
+138,79514,1,0,1
+150,130753,1,1,0
+152,130753,1,0,1
+154,530,1,0,1
+155,2029,1,1,0
+157,54264,1,1,0
+160,54264,1,0,1
+163,54264,1,0,1
+172,2029,1,0,1
+183,7322,1,1,0
+190,130753,1,1,0
+195,7322,1,0,1
+201,97,1,1,0
+202,530,1,0,1
+204,9052,1,1,0
+214,55121,1,1,0
+220,522,1,1,0
+234,1011,1,1,0
+257,530,1,1,0
+264,700,1,1,0
+278,6721,1,1,0
+287,999,1,0,1
+295,189,1,0,1
+326,571,1,0,1
+334,360,1,0,1
+353,79514,1,1,0
+366,1372,1,1,0
+386,189,1,1,0
+408,1011,1,1,0
+415,130753,1,0,1
+423,434,1,1,0
+430,130257,1,1,0
+446,79514,1,1,0
+463,2601,1,0,1
+469,522,1,1,0
+479,159,1,1,0
+481,360,1,1,0
+511,9052,1,1,0
+513,571,1,1,0
+527,54264,1,1,0
+547,189,1,0,1
+554,999,1,1,0
+556,2029,1,1,0
+556,9052,1,1,0
+567,4786,1,1,0
+567,79514,1,1,0
+568,7680,1,1,0
+596,1372,1,0,1
+610,434,1,1,0
+613,1011,1,1,0
+629,159,1,0,1
+643,130753,1,1,0
+657,1011,1,1,0
+668,2029,1,1,0
+672,1011,1,0,1
+682,1372,1,1,0
+695,6721,1,1,0
+700,360,1,0,1
+704,4624,1,1,0
+710,9052,1,1,0
+714,700,1,0,1
+725,1372,1,1,0
+725,7680,1,1,0
+726,6721,1,1,0
+742,1022,1,0,1
+750,1011,1,0,1
+754,189,1,0,1
+755,4624,1,1,0
+770,130753,1,0,1
+795,97,1,1,0
+814,189,1,1,0
+817,360,1,1,0
+817,6721,1,1,0
+831,434,1,0,1
+836,133666,1,1,0
+842,530,1,0,1
+844,54264,1,1,0
+846,530,1,1,0
+847,97,1,1,0
+886,522,1,1,0
+890,189,1,1,0
+896,1372,1,0,1
+896,133666,1,0,1
+897,1011,1,1,0
+902,1011,1,0,1
+906,530,1,1,0
+909,97,1,1,0
+915,1927,1,1,0
+950,4786,1,1,0
+952,360,1,1,0
+957,7322,1,0,1
+964,189,1,0,1
+965,522,1,1,0
+974,2029,1,1,0
+977,79514,1,1,0
+982,97,1,0,1
+989,54264,1,1,0
+992,54264,1,0,1
+994,79514,1,0,1
+998,189,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json
new file mode 100644
index 0000000..aba916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "oracle",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+  "sealed_runtime_sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json
new file mode 100644
index 0000000..14342f5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json
@@ -0,0 +1,11 @@
+{
+  "schedule": [
+    "start",
+    "groups",
+    "thresholds",
+    "synapses",
+    "resets",
+    "end"
+  ],
+  "summary": "                      object                       |            part of            |       Clock dt       |       when        |  order  | active\n---------------------------------------------------+-------------------------------+----------------------+-------------------+---------+-------\ndefault_neurons_stateupdater (StateUpdater)        | default_neurons (NeuronGroup) | 100. us (every step) | groups            |       0 |  yes  \noracle_common_requests (NetworkOperation)          | --                            | 100. us (every step) | before_thresholds |       0 |  yes  \ndefault_neurons_spike_thresholder (Thresholder)    | default_neurons (NeuronGroup) | 100. us (every step) | thresholds        |       0 |  yes  \nspikemonitor (SpikeMonitor)                        | spikemonitor (SpikeMonitor)   | 100. us (every step) | thresholds        |       1 |  yes  \ndefault_synapses_pre (SynapticPathway)             | default_synapses (Synapses)   | 100. us (every step) | synapses          |      -1 |  yes  \ndefault_neurons_spike_resetter (Resetter)          | default_neurons (NeuronGroup) | 100. us (every step) | resets            |       0 |  yes  \noracle_legacy_apl_unconditional (NetworkOperation) | --                            | 100. us (every step) | end               |       0 |  yes  \noracle_after_apl_record (NetworkOperation)         | --                            | 100. us (every step) | end               |       1 |  yes  \nzz_apl_queue_installer (QueueInstaller)            | --                            | 100. us (every step) | end               | 1000000 |  yes  "
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json
new file mode 100644
index 0000000..388fb74
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json
@@ -0,0 +1,51 @@
+{
+  "APL_applied_sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+  "APL_fast_edges_zeroed": 5845,
+  "APL_finite_sequence_partition_exact": true,
+  "APL_pending_tail_sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+  "APL_precision": "float32",
+  "APL_timing_audit_sha256": "251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63",
+  "APL_transport_shift_exact": true,
+  "APL_worker_exit_status": 0,
+  "APL_worker_ticks": 1000,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "applicable_requests": 80,
+  "backend": "shared-APL-component closed-loop Brian2 oracle",
+  "candidate_trace_used_as_input": false,
+  "complete": true,
+  "completed_ticks": 1000,
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "events_sha256": "2815973438d5de7c169ed651101dec8136fe5bde549324010204ca7b7d694bac",
+  "future_generated_decay_tail_included": false,
+  "history_recorded": false,
+  "independent_CPU_all_components_claim": false,
+  "initial_zero_prefix": 0,
+  "kc_targets_present": 4064,
+  "name": "novel_to_aj-physiological-00-s1073741825",
+  "no_poi": true,
+  "no_training": true,
+  "nodes": 166700,
+  "output_budget_bytes": 25769803776,
+  "output_bytes_before_summary": 3389301301,
+  "pass_all": true,
+  "pass_all_scope": "Oracle construction, protocol and internal self-checks only; candidate comparison is a separate gate",
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "precision": "float64",
+  "queue_sha256": "894ab50fa8a60ebe4ccf54c46b7778488b83605bb08c9dcb438981f9901c0a0c",
+  "ref_rejected_requests": 37,
+  "requests": 117,
+  "scope": "Only this fixed trajectory; legacy Torch APL is a shared numerical component, not an independent CPU APL implementation",
+  "single_continuous_run": true,
+  "source_and_inputs_unchanged": true,
+  "spikes": 29986,
+  "state_hashes_sha256": "166a663b84ff3281babc50b7ebd7d356f6de1eed734b72abfd545b785b9a063c",
+  "steps": 1000,
+  "weights_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json
new file mode 100644
index 0000000..28143e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json
@@ -0,0 +1,12 @@
+{
+  "KC_targets_in_case": 4064,
+  "base_graph_files_modified": false,
+  "base_weight_raw_bytes_sha256": "a8c19cde743bd456bcb2e988d504f805b6943d6ceb97cd241d6e1e472ab5a591",
+  "count": 5845,
+  "effective_weights_file_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "fullgraph_required_mask_count": 5845,
+  "graded_targets": "only KC identities present in this LIF case",
+  "ordered_original_edge_id_sha256": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+  "rule": "zero +0 all existing fast edges whose source GLOBAL neuron is in apl_globals; no graph edge removal"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json
new file mode 100644
index 0000000..7f81a15
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json
@@ -0,0 +1,39 @@
+{
+  "APL_generation_steps_after_window": 0,
+  "apl_delay_steps": 18,
+  "applied_generated_rows": 982,
+  "brain_steps_after_window": 0,
+  "brain_tail_advanced": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "delay_implementation": "independent list FIFO; no candidate or timing_queue imports",
+  "final_apl_state_float32": [
+    149.37657165527344,
+    165.87535095214844
+  ],
+  "final_apl_state_nonzero": true,
+  "final_apl_state_u32_bits": [
+    1125474407,
+    1126555671
+  ],
+  "finite_generated_sequence_partition_exact": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "future_generated_decay_tail_included": false,
+  "generated_rows": 1000,
+  "initial_zero_prefix": 0,
+  "meaning": "Tail contains only already generated h and any remaining initial-zero padding; never a complete future closed-loop or decay tail",
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_file_sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+  "pending_generated_count": 18,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "pending_initial_zero_prefix": 0,
+  "pending_raw_sha256": "0ecc528803aceb25ca9247f2d596e3d7aec2ee750fa285cd21a2798e53a8b577",
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "positive_zero_warmup_exact": true,
+  "steps": 1000,
+  "transport_shift_exact": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json
new file mode 100644
index 0000000..bbaffe4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json
@@ -0,0 +1,56 @@
+{
+  "command": [
+    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "-B",
+    "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "--bundle-dir",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "--dt-ms",
+    "0.1"
+  ],
+  "handshake": {
+    "array_sha256": {
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "dt_ms": 0.1,
+    "environment": {
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "cuda": "13.0",
+      "cuda_matmul_allow_tf32": false,
+      "cudnn": 92400,
+      "cudnn_allow_tf32": true,
+      "cudnn_benchmark": false,
+      "cudnn_deterministic": false,
+      "deterministic_algorithms": false,
+      "device_capability": [
+        8,
+        9
+      ],
+      "device_index": 0,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "float32_matmul_precision": "highest",
+      "numpy": "2.2.6",
+      "precision_configuration_changed_by_component": false,
+      "torch": "2.14.0+cu130"
+    },
+    "files_sha256": {
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+    },
+    "gain_f32_bits": "3c23d70a",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros",
+    "n_apl": 2,
+    "n_kc": 4064,
+    "n_neurons": 166700,
+    "ok": true,
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "protocol": "phase4ag-apl-v1"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log
new file mode 100644
index 0000000..e69de29
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json
new file mode 100644
index 0000000..48ffa23
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json
@@ -0,0 +1,72 @@
+{
+  "c0": -0.00025935108198051754,
+  "cg": 0.004937935295309027,
+  "cv": 0.9950124791926823,
+  "gd": 0.9801986733067553,
+  "metadata": {
+    "constant_values_are_double": true,
+    "float32_execution_note": "Brian NumPy scalar/array promotion and operation order must be matched separately; double coefficients alone do not assert float64 intermediate array arithmetic.",
+    "g_expression": "gd * old_g",
+    "hex": {
+      "c0": "-0x1.0ff306a505980p-12",
+      "cg": "0x1.439cce9a65d5bp-8",
+      "cv": "0x1.fd7246927d28bp-1",
+      "gd": "0x1.f5dc99badec5bp-1",
+      "reset": "-0x1.a9fbe76c8b43ap-5",
+      "seed_volt": "-0x1.6872b020c49bap-5",
+      "threshold": "-0x1.70a3d70a3d70ap-5"
+    },
+    "names": {
+      "c0": "_lio_8",
+      "cg": "_lio_9",
+      "cv": "_lio_10",
+      "gd": "_lio_2"
+    },
+    "provenance": {
+      "c0": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_8",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cg": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_9",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cv": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_10",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "gd": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_2",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "reset": {
+        "code_object": "default_neurons_spike_resetter_codeobject_1",
+        "name": "v_rst",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "seed_volt": {
+        "source": "common request interface: unchanged v_th + 1 mV"
+      },
+      "threshold": {
+        "code_object": "default_neurons_spike_thresholder_codeobject_1",
+        "name": "v_th",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      }
+    },
+    "units": "SI volts and dimensionless coefficients",
+    "voltage_expression": "c0 + ((cg * old_g) + (cv * old_v))"
+  },
+  "reset": -0.052000000000000005,
+  "seed_volt": -0.044,
+  "threshold": -0.045
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json
new file mode 100644
index 0000000..db08e59
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    dt = _array_defaultclock_dt[0]\n    lastspike = _array_default_neurons_lastspike\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    g = _array_default_neurons_g.copy()\n    v = _array_default_neurons_v.copy()\n    rfc = _array_default_neurons_rfc\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\n    _array_default_neurons_v[:] = v\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    not_refractory = _array_default_neurons_not_refractory\n    v = _array_default_neurons_v\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_g[_idx] = g\n    _array_default_neurons_v[_idx] = v\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json
new file mode 100644
index 0000000..e7885d3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json
@@ -0,0 +1,17 @@
+{
+  "APL_precision": "float32 in separate science-Python process",
+  "Torch_imported_into_Brian": false,
+  "author_precision": "float64",
+  "codegen": "numpy",
+  "packages": {
+    "brian2": "2.5.1",
+    "cython": "0.29.33",
+    "numpy": "1.22.3",
+    "pandas": "1.4.3",
+    "pyarrow": "11.0.0",
+    "scipy": "1.8.1",
+    "sympy": "1.12"
+  },
+  "platform": "Linux-5.15.0-194-generic-x86_64-with-glibc2.35",
+  "python": "3.10.12 (main, Aug 31 2026, 10:18:17) [GCC 11.4.0]"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json
new file mode 100644
index 0000000..aa89906
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    dt = _array_defaultclock_dt[0]\n    lastspike = _array_default_neurons_lastspike\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    g = _array_default_neurons_g.copy()\n    v = _array_default_neurons_v.copy()\n    rfc = _array_default_neurons_rfc\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_not_refractory[:] = not_refractory\n    _array_default_neurons_g[:] = g\n    _array_default_neurons_v[:] = v\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    not_refractory = _array_default_neurons_not_refractory\n    v = _array_default_neurons_v\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_t = _array_defaultclock_t[0]\n            _source_i = _array_default_neurons_i[_idx]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject_1"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject_1"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_g[_idx] = g\n    _array_default_neurons_v[_idx] = v\nbefore_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json
new file mode 100644
index 0000000..2037615
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json
@@ -0,0 +1,80 @@
+{
+  "ae_sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+  "af_sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+  "apl_delay_steps": 18,
+  "author_sha256": "fc45837d7122c6ce2a7f3f2f23c515992e4b232aadb919efabb72337fac88e4e",
+  "bundle_hashes": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+  },
+  "candidate_trace_used_as_input": false,
+  "case_hashes": {
+    "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+    "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d"
+  },
+  "coefficients_sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+  "copied_oracle_sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+  "copied_oracle_source": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+  "graph_hashes": {
+    "completeness.csv": "fb9033398abb7585ae63472ced9d8c8cab787f69965dc9ce5fa409ab105bc1bc",
+    "connectivity.parquet": "1362c1102b74f5552f4b01fca956574fd6252f749e31493c4a00a1bc9eab00b3",
+    "dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1"
+  },
+  "legacy_apl_worker_sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+  "only_scientific_change": "transport generated graded-APL h before the unchanged end write",
+  "scope": "shared-APL-component closed-loop oracle, not all-components-independent CPU equivalence",
+  "spec": {
+    "apl": {
+      "gain": 0.01,
+      "normalization": 1.0,
+      "tau_ms": 20.0
+    },
+    "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "apl_delay_steps": 18,
+    "apl_precision": "float32",
+    "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+    "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+    "dt_ms": 0.1,
+    "duration_ms": 100.0,
+    "expected_external_events": 102.24431762695312,
+    "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+    "kind": "fullgraph",
+    "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "mode": "matched_energy",
+    "model": {
+      "dt_ms": 0.1,
+      "membrane_tau_ms": 20.0,
+      "refractory_ms": 2.2,
+      "reset_potential_mv": -52.0,
+      "resting_potential_mv": -52.0,
+      "synaptic_delay_ms": 1.8,
+      "synaptic_tau_ms": 5.0,
+      "threshold_mv": -45.0,
+      "w_syn_mv_per_anatomical_synapse": 0.275
+    },
+    "name": "seed_validation-matched_energy-00-s1073741825",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+    "output_budget_bytes": 25769803776,
+    "precision": "float64",
+    "rate_sum_hz": 1022.4431762695312,
+    "record_history": false,
+    "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "seed": 1073741825,
+    "source_panel_row": 0,
+    "source_panel_split": "calibration",
+    "steps": 1000,
+    "target_count": 48,
+    "training": false,
+    "validation_cohort": "seed_validation"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json
new file mode 100644
index 0000000..982e0a9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json
@@ -0,0 +1,60 @@
+{
+  "APL_SI_conversion": "h.astype(float64) * float64(0.001), then separate float64 g subtraction",
+  "APL_dtype": "float32",
+  "APL_h_units": "mV; gain already applied in float32",
+  "APL_inhibition_file_means": "generated h at the actual closed-loop Brian spike tick, not the delayed applied value",
+  "APL_input": "Brian's own actual global spikes, never candidate spikes or candidate inhibition",
+  "APL_pending_file": "apl-pending-tail.float32.npy",
+  "APL_pending_generated_count": 18,
+  "APL_pending_initial_zero_prefix": 0,
+  "APL_pending_scope": "next D scheduled applications from recorded h plus unconsumed initial zero slots; not future generated decay",
+  "APL_shapes": {
+    "applied": [
+      1000,
+      4064
+    ],
+    "drive": [
+      1000,
+      2
+    ],
+    "inhibition": [
+      1000,
+      4064
+    ],
+    "pending_tail": [
+      18,
+      4064
+    ],
+    "state": [
+      1000,
+      2
+    ]
+  },
+  "APL_transport": "applied[t]=generated_h[t-D] for t>=D, positive zero otherwise; separate independent list FIFO",
+  "APL_write_schedule": "end, order=0, after original reset, unconditional raw g write; recorder end/order=1",
+  "apl_delay_steps": 18,
+  "complete_marker": "summary.json complete=true only after worker exit and all checks",
+  "history_recorded": false,
+  "history_shape": [
+    1000,
+    166700
+  ],
+  "queue_protocol": "sealed Phase4AF queue_summary; original global edge IDs, including zero-weight/ref-rejected arrivals",
+  "request_columns": [
+    "tick",
+    "neuron_idx",
+    "attempted",
+    "accepted",
+    "rejected"
+  ],
+  "state_hash_encoding": "SHA256 of contiguous little-endian raw f64 V/g and i32 ref",
+  "state_hash_file": "tick-state-hashes.jsonl",
+  "state_npz": [
+    "step",
+    "neuron_idx",
+    "counts",
+    "v",
+    "g",
+    "ref"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json
new file mode 100644
index 0000000..6ed5906
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json
@@ -0,0 +1,34 @@
+{
+  "membrane_tau_ms": {
+    "author": 20.0,
+    "case": 20.0
+  },
+  "refractory_ms": {
+    "author": 2.2,
+    "case": 2.2
+  },
+  "reset_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "resting_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "synaptic_delay_ms": {
+    "author": 1.8,
+    "case": 1.8
+  },
+  "synaptic_tau_ms": {
+    "author": 5.0,
+    "case": 5.0
+  },
+  "threshold_mv": {
+    "author": -45.0,
+    "case": -45.0
+  },
+  "w_syn_mv_per_anatomical_synapse": {
+    "author": 0.275,
+    "case": 0.275
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json
new file mode 100644
index 0000000..11368a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json
@@ -0,0 +1,15 @@
+{
+  "advance_calls": 1000,
+  "forwarding_contract": "sealed AE/AF design",
+  "installations": [
+    "default_synapses_pre_codeobject",
+    "default_synapses_pre_codeobject_1"
+  ],
+  "limit": "Current wrapper was not independently rerun without the queue proxy",
+  "new_unwrapped_repeat_performed": false,
+  "original_edge_ids_not_sorted_or_filtered": true,
+  "peek_calls": 1000,
+  "post_threshold_pre_synaptic_guard_observed": true,
+  "same_peek_object_returned": true,
+  "zero_weight_and_refractory_rejected_edges_retained": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv
new file mode 100644
index 0000000..05233f2
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv
@@ -0,0 +1,108 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+374,1927,1,0,1
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,1,0
+404,8504,1,1,0
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,0,1
+461,10769,1,1,0
+475,360,1,0,1
+489,1514,1,1,0
+497,130753,1,1,0
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,0,1
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,0,1
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,0,1
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,1,0
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,0,1
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,0,1
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,0,1
+745,2010,1,1,0
+746,360,1,0,1
+754,3252,1,0,1
+763,130497,1,1,0
+764,1890,1,0,1
+772,3161,1,1,0
+782,9975,1,0,1
+794,2029,1,1,0
+815,130753,1,1,0
+816,1514,1,1,0
+816,4505,1,1,0
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,1,0
+921,5519,1,1,0
+931,522,1,1,0
+940,360,1,1,0
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,1,0
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json
new file mode 100644
index 0000000..aba916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "oracle",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+  "sealed_runtime_sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json
new file mode 100644
index 0000000..14342f5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json
@@ -0,0 +1,11 @@
+{
+  "schedule": [
+    "start",
+    "groups",
+    "thresholds",
+    "synapses",
+    "resets",
+    "end"
+  ],
+  "summary": "                      object                       |            part of            |       Clock dt       |       when        |  order  | active\n---------------------------------------------------+-------------------------------+----------------------+-------------------+---------+-------\ndefault_neurons_stateupdater (StateUpdater)        | default_neurons (NeuronGroup) | 100. us (every step) | groups            |       0 |  yes  \noracle_common_requests (NetworkOperation)          | --                            | 100. us (every step) | before_thresholds |       0 |  yes  \ndefault_neurons_spike_thresholder (Thresholder)    | default_neurons (NeuronGroup) | 100. us (every step) | thresholds        |       0 |  yes  \nspikemonitor (SpikeMonitor)                        | spikemonitor (SpikeMonitor)   | 100. us (every step) | thresholds        |       1 |  yes  \ndefault_synapses_pre (SynapticPathway)             | default_synapses (Synapses)   | 100. us (every step) | synapses          |      -1 |  yes  \ndefault_neurons_spike_resetter (Resetter)          | default_neurons (NeuronGroup) | 100. us (every step) | resets            |       0 |  yes  \noracle_legacy_apl_unconditional (NetworkOperation) | --                            | 100. us (every step) | end               |       0 |  yes  \noracle_after_apl_record (NetworkOperation)         | --                            | 100. us (every step) | end               |       1 |  yes  \nzz_apl_queue_installer (QueueInstaller)            | --                            | 100. us (every step) | end               | 1000000 |  yes  "
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json
new file mode 100644
index 0000000..994fc0c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json
@@ -0,0 +1,51 @@
+{
+  "APL_applied_sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+  "APL_fast_edges_zeroed": 5845,
+  "APL_finite_sequence_partition_exact": true,
+  "APL_pending_tail_sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+  "APL_precision": "float32",
+  "APL_timing_audit_sha256": "ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1",
+  "APL_transport_shift_exact": true,
+  "APL_worker_exit_status": 0,
+  "APL_worker_ticks": 1000,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "applicable_requests": 78,
+  "backend": "shared-APL-component closed-loop Brian2 oracle",
+  "candidate_trace_used_as_input": false,
+  "complete": true,
+  "completed_ticks": 1000,
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "events_sha256": "57d328e7f223d47f189bc7ffe1b13a6da0022e160f5ad631c711f4099d56dd82",
+  "future_generated_decay_tail_included": false,
+  "history_recorded": false,
+  "independent_CPU_all_components_claim": false,
+  "initial_zero_prefix": 0,
+  "kc_targets_present": 4064,
+  "name": "seed_validation-matched_energy-00-s1073741825",
+  "no_poi": true,
+  "no_training": true,
+  "nodes": 166700,
+  "output_budget_bytes": 25769803776,
+  "output_bytes_before_summary": 626492038,
+  "pass_all": true,
+  "pass_all_scope": "Oracle construction, protocol and internal self-checks only; candidate comparison is a separate gate",
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "precision": "float64",
+  "queue_sha256": "90826f935c270e4d56d4310aad43d17124322129add4f096eabfa3c352bb2336",
+  "ref_rejected_requests": 29,
+  "requests": 107,
+  "scope": "Only this fixed trajectory; legacy Torch APL is a shared numerical component, not an independent CPU APL implementation",
+  "single_continuous_run": true,
+  "source_and_inputs_unchanged": true,
+  "spikes": 30982,
+  "state_hashes_sha256": "b0386ffb7f5aaac324e058daed6dddb87979001dbb172a9673cf5392d35ae212",
+  "steps": 1000,
+  "weights_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json
new file mode 100644
index 0000000..28143e5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json
@@ -0,0 +1,12 @@
+{
+  "KC_targets_in_case": 4064,
+  "base_graph_files_modified": false,
+  "base_weight_raw_bytes_sha256": "a8c19cde743bd456bcb2e988d504f805b6943d6ceb97cd241d6e1e472ab5a591",
+  "count": 5845,
+  "effective_weights_file_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "fullgraph_required_mask_count": 5845,
+  "graded_targets": "only KC identities present in this LIF case",
+  "ordered_original_edge_id_sha256": "78d88b017b336f9c72a230680a39a9c4e74fedeff6fbb7b9c8641f30cb15e72b",
+  "rule": "zero +0 all existing fast edges whose source GLOBAL neuron is in apl_globals; no graph edge removal"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json
new file mode 100644
index 0000000..3e0e4a1
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json
@@ -0,0 +1,39 @@
+{
+  "APL_generation_steps_after_window": 0,
+  "apl_delay_steps": 18,
+  "applied_generated_rows": 982,
+  "brain_steps_after_window": 0,
+  "brain_tail_advanced": false,
+  "closed_loop_branch_integrals_claimed_equal": false,
+  "delay_implementation": "independent list FIFO; no candidate or timing_queue imports",
+  "final_apl_state_float32": [
+    151.74046325683594,
+    169.58856201171875
+  ],
+  "final_apl_state_nonzero": true,
+  "final_apl_state_u32_bits": [
+    1125629327,
+    1126799020
+  ],
+  "finite_generated_sequence_partition_exact": true,
+  "future_apl_decay_or_feedback_generated": false,
+  "future_generated_decay_tail_included": false,
+  "generated_rows": 1000,
+  "initial_zero_prefix": 0,
+  "meaning": "Tail contains only already generated h and any remaining initial-zero padding; never a complete future closed-loop or decay tail",
+  "pending_application_tick_start": 1000,
+  "pending_application_tick_stop_exclusive": 1018,
+  "pending_file_sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+  "pending_generated_count": 18,
+  "pending_generated_tick_start": 982,
+  "pending_generated_tick_stop_exclusive": 1000,
+  "pending_initial_zero_prefix": 0,
+  "pending_raw_sha256": "c1ebb91163861d3b2d35e180f72f76695703839b46228796f817b2acb56e8bb5",
+  "pending_shape": [
+    18,
+    4064
+  ],
+  "positive_zero_warmup_exact": true,
+  "steps": 1000,
+  "transport_shift_exact": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json
new file mode 100644
index 0000000..bbaffe4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json
@@ -0,0 +1,56 @@
+{
+  "command": [
+    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "-B",
+    "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "--bundle-dir",
+    "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "--dt-ms",
+    "0.1"
+  ],
+  "handshake": {
+    "array_sha256": {
+      "apl_globals.npy": "979ef88dff30d41168ce9b377a006ccb3cd034b2dce86d54923ca0f4b87cb6a6",
+      "input_matrix.npy": "528a5f6f5ffe424f323c5a44695db4a7cf32570709832eff2f37f49e85c92c3e",
+      "kc_globals.npy": "9e990d10a63b0f74cd7bbbdc5369082f24d5246487af944ba289bc6bf48d4b75",
+      "output_matrix.npy": "0dcf02cdb7836ab72da32ac47f5682ca33e25f63a8a662a8452d4ea9d46babb9"
+    },
+    "decay_f32_bits": "3f7eb923",
+    "dt_ms": 0.1,
+    "environment": {
+      "CUBLAS_WORKSPACE_CONFIG": null,
+      "cuda": "13.0",
+      "cuda_matmul_allow_tf32": false,
+      "cudnn": 92400,
+      "cudnn_allow_tf32": true,
+      "cudnn_benchmark": false,
+      "cudnn_deterministic": false,
+      "deterministic_algorithms": false,
+      "device_capability": [
+        8,
+        9
+      ],
+      "device_index": 0,
+      "device_name": "NVIDIA GeForce RTX 4090",
+      "float32_matmul_precision": "highest",
+      "numpy": "2.2.6",
+      "precision_configuration_changed_by_component": false,
+      "torch": "2.14.0+cu130"
+    },
+    "files_sha256": {
+      "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+      "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+      "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+      "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+    },
+    "gain_f32_bits": "3c23d70a",
+    "h_units": "legacy mV",
+    "initial_state": "float32 zeros",
+    "n_apl": 2,
+    "n_kc": 4064,
+    "n_neurons": 166700,
+    "ok": true,
+    "operator_sequence": "state.mul_(decay32); drive=mv(I32,spikes32); state.add_(drive); h=matmul(state,O32)*gain32",
+    "protocol": "phase4ag-apl-v1"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log
new file mode 100644
index 0000000..e69de29
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json
new file mode 100644
index 0000000..48ffa23
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json
@@ -0,0 +1,72 @@
+{
+  "c0": -0.00025935108198051754,
+  "cg": 0.004937935295309027,
+  "cv": 0.9950124791926823,
+  "gd": 0.9801986733067553,
+  "metadata": {
+    "constant_values_are_double": true,
+    "float32_execution_note": "Brian NumPy scalar/array promotion and operation order must be matched separately; double coefficients alone do not assert float64 intermediate array arithmetic.",
+    "g_expression": "gd * old_g",
+    "hex": {
+      "c0": "-0x1.0ff306a505980p-12",
+      "cg": "0x1.439cce9a65d5bp-8",
+      "cv": "0x1.fd7246927d28bp-1",
+      "gd": "0x1.f5dc99badec5bp-1",
+      "reset": "-0x1.a9fbe76c8b43ap-5",
+      "seed_volt": "-0x1.6872b020c49bap-5",
+      "threshold": "-0x1.70a3d70a3d70ap-5"
+    },
+    "names": {
+      "c0": "_lio_8",
+      "cg": "_lio_9",
+      "cv": "_lio_10",
+      "gd": "_lio_2"
+    },
+    "provenance": {
+      "c0": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_8",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cg": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_9",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "cv": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_10",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "gd": {
+        "code_object": "default_neurons_stateupdater_codeobject_1",
+        "name": "_lio_2",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "reset": {
+        "code_object": "default_neurons_spike_resetter_codeobject_1",
+        "name": "v_rst",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      },
+      "seed_volt": {
+        "source": "common request interface: unchanged v_th + 1 mV"
+      },
+      "threshold": {
+        "code_object": "default_neurons_spike_thresholder_codeobject_1",
+        "name": "v_th",
+        "namespace_dtype": "float64",
+        "source": "CodeObject.namespace"
+      }
+    },
+    "units": "SI volts and dimensionless coefficients",
+    "voltage_expression": "c0 + ((cg * old_g) + (cv * old_v))"
+  },
+  "reset": -0.052000000000000005,
+  "seed_volt": -0.044,
+  "threshold": -0.045
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json
new file mode 100644
index 0000000..f5aa786
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    lastspike = _array_default_neurons_lastspike\n    rfc = _array_default_neurons_rfc\n    g = _array_default_neurons_g.copy()\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    v = _array_default_neurons_v.copy()\n    dt = _array_defaultclock_dt[0]\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_g[:] = g\n    _array_default_neurons_not_refractory[:] = not_refractory\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_i = _array_default_neurons_i[_idx]\n            _source_t = _array_defaultclock_t[0]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json
new file mode 100644
index 0000000..e7885d3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json
@@ -0,0 +1,17 @@
+{
+  "APL_precision": "float32 in separate science-Python process",
+  "Torch_imported_into_Brian": false,
+  "author_precision": "float64",
+  "codegen": "numpy",
+  "packages": {
+    "brian2": "2.5.1",
+    "cython": "0.29.33",
+    "numpy": "1.22.3",
+    "pandas": "1.4.3",
+    "pyarrow": "11.0.0",
+    "scipy": "1.8.1",
+    "sympy": "1.12"
+  },
+  "platform": "Linux-5.15.0-194-generic-x86_64-with-glibc2.35",
+  "python": "3.10.12 (main, Aug 31 2026, 10:18:17) [GCC 11.4.0]"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json
new file mode 100644
index 0000000..4af696c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json
@@ -0,0 +1,124 @@
+[
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_neurons",
+    "order": 0,
+    "type": "NeuronGroup",
+    "when": "start"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "default_synapses",
+    "order": 0,
+    "type": "Synapses",
+    "when": "start"
+  },
+  {
+    "abstract_code": "not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n_g = g*exp(-dt*int(not_refractory)/tau)\n_v = g*tau*(-exp(dt*int(not_refractory)/t_mbr) + exp(dt*int(not_refractory)/tau))*exp(-dt*int(not_refractory)/t_mbr)*exp(-dt*int(not_refractory)/tau)/(t_mbr - tau) + v*exp(-dt*int(not_refractory)/t_mbr) + v_0 - v_0*exp(-dt*int(not_refractory)/t_mbr)\ng = _g\nv = _v",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    dt = _array_defaultclock_dt[0]\n    _lio_1 = (- dt) / tau\n    _lio_2 = exp(_lio_1)\n    _lio_3 = tau / (t_mbr - tau)\n    _lio_4 = dt / t_mbr\n    _lio_5 = dt / tau\n    _lio_6 = (- dt) / t_mbr\n    _lio_7 = v_0 - v_0\n    _lio_8 = v_0 - (v_0 * exp(_lio_6))\n    _lio_9 = ((_lio_3 * ((- exp(_lio_4)) + exp(_lio_5))) * exp(_lio_6)) * exp(_lio_1)\n    _lio_10 = exp(_lio_6)\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    lastspike = _array_default_neurons_lastspike\n    rfc = _array_default_neurons_rfc\n    g = _array_default_neurons_g.copy()\n    not_refractory = _array_default_neurons_not_refractory.copy()\n    t = _array_defaultclock_t[0]\n    v = _array_default_neurons_v.copy()\n    dt = _array_defaultclock_dt[0]\n    not_refractory = timestep(t - lastspike, dt) >= timestep(rfc, dt)\n    _g = _numpy.where(not_refractory, _lio_2 * g, g)\n    _v = _numpy.where(not_refractory, _lio_8 + ((_lio_9 * g) + (_lio_10 * v)), _lio_7 + v)\n    g[not_refractory] = _g[not_refractory]\n    v[not_refractory] = _v[not_refractory]\n    _array_default_neurons_v[:] = v\n    _array_default_neurons_g[:] = g\n    _array_default_neurons_not_refractory[:] = not_refractory\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_stateupdater_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_stateupdater",
+    "order": 0,
+    "type": "StateUpdater",
+    "when": "groups"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_common_requests",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "before_thresholds"
+  },
+  {
+    "abstract_code": "_cond = (v > v_th) and not_refractory",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    numpy_True = _numpy.bool_(True)\n    numpy_False = _numpy.bool_(False)\n    # scalar code\n    _vectorisation_idx = 1\n    # vector code\n    _vectorisation_idx = LazyArange(N)\n    v = _array_default_neurons_v\n    not_refractory = _array_default_neurons_not_refractory\n    _cond = (v > v_th) & not_refractory\n    if _cond is True or _cond is numpy_True:\n        _events = _numpy.arange(N)\n    elif _cond is False or _cond is numpy_False:\n        _events = _numpy.array([])\n    else:\n        _events, = _cond.nonzero()\n    _array_default_neurons__spikespace[-1] = len(_events)\n    _array_default_neurons__spikespace[:len(_events)] = _events\n    # Set the neuron to refractory\n    _array_default_neurons_not_refractory[_events] = False\n    _array_default_neurons_lastspike[_events] = _array_defaultclock_t[0]\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _array_default_neurons__spikespace[-1] = 0\n",
+        "name": "default_neurons_spike_thresholder_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_thresholder",
+    "order": 0,
+    "type": "Thresholder",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "_to_record_i = _source_i\n_to_record_t = _source_t",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _n_events = _array_default_neurons__spikespace[-1]\n    if _n_events > 0:\n        _events = _array_default_neurons__spikespace[:_n_events]\n        # Take subgroups into account\n        if _source_start != 0 or _source_stop != _source_N:\n            _events = _events[(_events >= _source_start) & (_events < _source_stop)]\n            _n_events = len(_events)\n        if _n_events > 0:\n            _vectorisation_idx = 1\n            _curlen = _array_spikemonitor_N[0]\n            _newlen = _curlen + _n_events\n            _owner.resize(_newlen)\n            _array_spikemonitor_N[0] = _newlen\n            _vectorisation_idx = _events\n            _idx = _events\n            _source_i = _array_default_neurons_i[_idx]\n            _source_t = _array_defaultclock_t[0]\n            _to_record_i = _source_i\n            _to_record_t = _source_t\n            _dynamic_array_spikemonitor_i[_curlen:_newlen] = _to_record_i\n            _dynamic_array_spikemonitor_t[_curlen:_newlen] = _to_record_t\n            _array_spikemonitor_count[_events - _source_start] += 1\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "spikemonitor_codeobject_1"
+      }
+    ],
+    "name": "spikemonitor",
+    "order": 1,
+    "type": "SpikeMonitor",
+    "when": "thresholds"
+  },
+  {
+    "abstract_code": "g += w\n",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.initialise_queue()\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _owner.push_spikes()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_push_spikes"
+      },
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    _spiking_synapses = _queue.peek()\n    if len(_spiking_synapses):\n        # scalar code\n        # vector code\n        _idx = _spiking_synapses\n        _vectorisation_idx = _idx\n        #  Abstract code:  g += w\n        _postsynaptic_idx = _array_default_synapses__synaptic_post[_idx]\n        w = _array_default_synapses_w[_idx]\n        not_refractory = _array_default_neurons_not_refractory[_postsynaptic_idx]\n        _numpy.add.at(_array_default_neurons_g, _postsynaptic_idx[not_refractory], w[not_refractory])\n    # Advance the spike queue\n    _queue.advance()\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_synapses_pre_codeobject_1"
+      }
+    ],
+    "name": "default_synapses_pre",
+    "order": -1,
+    "type": "SynapticPathway",
+    "when": "synapses"
+  },
+  {
+    "abstract_code": "v = v_rst; w = 0; g = 0 * mV",
+    "active": true,
+    "code_objects": [
+      {
+        "generated_code": "before_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\nrun:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # scalar code\n    _vectorisation_idx = 1\n    w = 0\n    # vector code\n    _idx = _array_default_neurons__spikespace[:_array_default_neurons__spikespace[-1]]\n    _vectorisation_idx = _idx\n    v = v_rst\n    g = 0.0\n    _array_default_neurons_v[_idx] = v\n    _array_default_neurons_g[_idx] = g\nafter_run:\n    import numpy as _numpy\n    from brian2.codegen.runtime.numpy_rt.numpy_rt import LazyArange\n    # EMPTY_CODE_BLOCK  -- overwrite in child template\n",
+        "name": "default_neurons_spike_resetter_codeobject_1"
+      }
+    ],
+    "name": "default_neurons_spike_resetter",
+    "order": 0,
+    "type": "Resetter",
+    "when": "resets"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_legacy_apl_unconditional",
+    "order": 0,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "oracle_after_apl_record",
+    "order": 1,
+    "type": "NetworkOperation",
+    "when": "end"
+  },
+  {
+    "active": true,
+    "code_objects": [],
+    "name": "zz_apl_queue_installer",
+    "order": 1000000,
+    "type": "QueueInstaller",
+    "when": "end"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json
new file mode 100644
index 0000000..a805c75
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json
@@ -0,0 +1,80 @@
+{
+  "ae_sha256": "32eb1c42383068ce52701d2139a376ce155ad7072cde019949f8ca2d55492409",
+  "af_sha256": "d72003d98f0f1624b12126eff50bd361c43d888f4a64d90ba9247a58976f1961",
+  "apl_delay_steps": 18,
+  "author_sha256": "fc45837d7122c6ce2a7f3f2f23c515992e4b232aadb919efabb72337fac88e4e",
+  "bundle_hashes": {
+    "apl_globals.npy": "8388c8795d49cfe5b14fda54f76ef3a35030c62ba87bd8ca6334a2dcdf186f19",
+    "input_matrix.npy": "c4d3df703ea5f1d7402b8255cfa19d9744139ad1048827c23b151d8ba766fec6",
+    "kc_globals.npy": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "output_matrix.npy": "e2d0a1ccd740e6777245ebf2efcd88bf5e1da9e47308c63ec8e83d451e134a73"
+  },
+  "candidate_trace_used_as_input": false,
+  "case_hashes": {
+    "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+    "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4"
+  },
+  "coefficients_sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64",
+  "copied_oracle_sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea",
+  "copied_oracle_source": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+  "graph_hashes": {
+    "completeness.csv": "fb9033398abb7585ae63472ced9d8c8cab787f69965dc9ce5fa409ab105bc1bc",
+    "connectivity.parquet": "1362c1102b74f5552f4b01fca956574fd6252f749e31493c4a00a1bc9eab00b3",
+    "dst.npy": "ce20f7433f78442c717ad2a7b5394cf4a3b109d990b4be0788040b7b0f4ed150",
+    "edge_id.npy": "49260615ff2b6432ce3dea9ce2c7ab8f83d06c2fb7491e58e08355fcedf86a30",
+    "nodes.npy": "5b511a98e8fbf8d65bbc70b93e75ecae19366f650b7842a45611bfad62ed83dc",
+    "ptr.npy": "fe43420f11e6242a11f8199ae7f097cab4b8a6db181d36f2a46b9e46670acbb4",
+    "signed_raw.npy": "f9884ccb8930b32420b27c69271df78034a8350fe5a5c9b76a63c259268efc09",
+    "src.npy": "bfd625ce690fc21eb0a8b9dede831688ab73b789045ba83ddf4baeefeddf1fc3",
+    "weights.npy": "462839ffc3feb8f6c278044488082b1c8e410e7f23229d6b5e29d1b7042416a1"
+  },
+  "legacy_apl_worker_sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291",
+  "only_scientific_change": "transport generated graded-APL h before the unchanged end write",
+  "scope": "shared-APL-component closed-loop oracle, not all-components-independent CPU equivalence",
+  "spec": {
+    "apl": {
+      "gain": 0.01,
+      "normalization": 1.0,
+      "tau_ms": 20.0
+    },
+    "apl_bundle_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/apl-bundle",
+    "apl_delay_steps": 18,
+    "apl_precision": "float32",
+    "budget_root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+    "coefficients_path": "/data/digital-drosophila/experiments/phase4af-author-fullgraph/oracle/no_input/coefficients.json",
+    "dt_ms": 0.1,
+    "duration_ms": 100.0,
+    "expected_external_events": 105.90211181640625,
+    "graph_dir": "/data/digital-drosophila/experiments/phase4ag-author-apl-r2/graphs/full",
+    "kind": "fullgraph",
+    "legacy_apl_worker": "/data/digital-drosophila/models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+    "mode": "physiological",
+    "model": {
+      "dt_ms": 0.1,
+      "membrane_tau_ms": 20.0,
+      "refractory_ms": 2.2,
+      "reset_potential_mv": -52.0,
+      "resting_potential_mv": -52.0,
+      "synaptic_delay_ms": 1.8,
+      "synaptic_tau_ms": 5.0,
+      "threshold_mv": -45.0,
+      "w_syn_mv_per_anatomical_synapse": 0.275
+    },
+    "name": "seed_validation-physiological-00-s1073741825",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+    "output_budget_bytes": 25769803776,
+    "precision": "float64",
+    "rate_sum_hz": 1059.0211181640625,
+    "record_history": false,
+    "science_python": "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "seed": 1073741825,
+    "source_panel_row": 0,
+    "source_panel_split": "calibration",
+    "steps": 1000,
+    "target_count": 48,
+    "training": false,
+    "validation_cohort": "seed_validation"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json
new file mode 100644
index 0000000..982e0a9
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json
@@ -0,0 +1,60 @@
+{
+  "APL_SI_conversion": "h.astype(float64) * float64(0.001), then separate float64 g subtraction",
+  "APL_dtype": "float32",
+  "APL_h_units": "mV; gain already applied in float32",
+  "APL_inhibition_file_means": "generated h at the actual closed-loop Brian spike tick, not the delayed applied value",
+  "APL_input": "Brian's own actual global spikes, never candidate spikes or candidate inhibition",
+  "APL_pending_file": "apl-pending-tail.float32.npy",
+  "APL_pending_generated_count": 18,
+  "APL_pending_initial_zero_prefix": 0,
+  "APL_pending_scope": "next D scheduled applications from recorded h plus unconsumed initial zero slots; not future generated decay",
+  "APL_shapes": {
+    "applied": [
+      1000,
+      4064
+    ],
+    "drive": [
+      1000,
+      2
+    ],
+    "inhibition": [
+      1000,
+      4064
+    ],
+    "pending_tail": [
+      18,
+      4064
+    ],
+    "state": [
+      1000,
+      2
+    ]
+  },
+  "APL_transport": "applied[t]=generated_h[t-D] for t>=D, positive zero otherwise; separate independent list FIFO",
+  "APL_write_schedule": "end, order=0, after original reset, unconditional raw g write; recorder end/order=1",
+  "apl_delay_steps": 18,
+  "complete_marker": "summary.json complete=true only after worker exit and all checks",
+  "history_recorded": false,
+  "history_shape": [
+    1000,
+    166700
+  ],
+  "queue_protocol": "sealed Phase4AF queue_summary; original global edge IDs, including zero-weight/ref-rejected arrivals",
+  "request_columns": [
+    "tick",
+    "neuron_idx",
+    "attempted",
+    "accepted",
+    "rejected"
+  ],
+  "state_hash_encoding": "SHA256 of contiguous little-endian raw f64 V/g and i32 ref",
+  "state_hash_file": "tick-state-hashes.jsonl",
+  "state_npz": [
+    "step",
+    "neuron_idx",
+    "counts",
+    "v",
+    "g",
+    "ref"
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json
new file mode 100644
index 0000000..6ed5906
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json
@@ -0,0 +1,34 @@
+{
+  "membrane_tau_ms": {
+    "author": 20.0,
+    "case": 20.0
+  },
+  "refractory_ms": {
+    "author": 2.2,
+    "case": 2.2
+  },
+  "reset_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "resting_potential_mv": {
+    "author": -52.0,
+    "case": -52.0
+  },
+  "synaptic_delay_ms": {
+    "author": 1.8,
+    "case": 1.8
+  },
+  "synaptic_tau_ms": {
+    "author": 5.0,
+    "case": 5.0
+  },
+  "threshold_mv": {
+    "author": -45.0,
+    "case": -45.0
+  },
+  "w_syn_mv_per_anatomical_synapse": {
+    "author": 0.275,
+    "case": 0.275
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json
new file mode 100644
index 0000000..11368a5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json
@@ -0,0 +1,15 @@
+{
+  "advance_calls": 1000,
+  "forwarding_contract": "sealed AE/AF design",
+  "installations": [
+    "default_synapses_pre_codeobject",
+    "default_synapses_pre_codeobject_1"
+  ],
+  "limit": "Current wrapper was not independently rerun without the queue proxy",
+  "new_unwrapped_repeat_performed": false,
+  "original_edge_ids_not_sorted_or_filtered": true,
+  "peek_calls": 1000,
+  "post_threshold_pre_synaptic_guard_observed": true,
+  "same_peek_object_returned": true,
+  "zero_weight_and_refractory_rejected_edges_retained": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv
new file mode 100644
index 0000000..7ce4be0
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv
@@ -0,0 +1,111 @@
+tick,neuron_idx,attempted,accepted,rejected
+7,522,1,1,0
+15,2943,1,1,0
+15,7781,1,1,0
+17,2927,1,1,0
+31,3252,1,1,0
+37,159,1,1,0
+37,5519,1,1,0
+56,522,1,1,0
+69,2535,1,1,0
+69,9370,1,1,0
+74,1927,1,1,0
+78,6842,1,1,0
+83,10769,1,1,0
+113,12644,1,1,0
+114,3345,1,1,0
+118,522,1,0,1
+133,130472,1,1,0
+146,4173,1,1,0
+149,21802,1,1,0
+156,130497,1,1,0
+178,2010,1,0,1
+215,14839,1,0,1
+236,6842,1,1,0
+238,5519,1,0,1
+302,360,1,1,0
+325,1011,1,1,0
+337,2586,1,1,0
+342,130753,1,1,0
+351,1514,1,0,1
+361,1514,1,1,0
+374,1927,1,1,0
+378,999,1,1,0
+384,130753,1,1,0
+385,360,1,1,0
+395,360,1,0,1
+399,4311,1,0,1
+404,8504,1,1,0
+405,131226,1,0,1
+414,999,1,1,0
+414,2927,1,1,0
+434,522,1,1,0
+461,10769,1,0,1
+475,360,1,0,1
+489,1514,1,0,1
+497,130753,1,0,1
+506,999,1,0,1
+507,12644,1,1,0
+513,3161,1,1,0
+516,522,1,1,0
+518,12644,1,0,1
+521,21802,1,1,0
+528,130472,1,1,0
+529,360,1,1,0
+538,7781,1,1,0
+541,2970,1,1,0
+547,7781,1,0,1
+549,131226,1,1,0
+550,131226,1,0,1
+551,360,1,1,0
+596,1514,1,1,0
+596,9975,1,1,0
+604,2029,1,1,0
+605,2347,1,1,0
+609,1191,1,1,0
+610,10769,1,0,1
+613,131226,1,0,1
+616,522,1,1,0
+617,522,1,0,1
+646,2535,1,1,0
+650,2010,1,0,1
+654,2231,1,1,0
+655,522,1,1,0
+663,360,1,1,0
+667,10769,1,1,0
+698,1514,1,1,0
+704,12644,1,1,0
+716,1514,1,0,1
+727,522,1,1,0
+727,6842,1,1,0
+745,2010,1,1,0
+746,360,1,1,0
+754,3252,1,1,0
+763,130497,1,0,1
+764,1890,1,1,0
+772,3161,1,1,0
+782,9975,1,1,0
+794,2029,1,0,1
+815,130753,1,0,1
+816,1514,1,1,0
+816,4505,1,0,1
+823,14839,1,1,0
+834,522,1,1,0
+846,2601,1,1,0
+855,999,1,1,0
+859,9370,1,1,0
+863,522,1,1,0
+866,360,1,1,0
+876,6842,1,1,0
+878,9975,1,1,0
+898,522,1,1,0
+906,331,1,0,1
+906,2010,1,0,1
+921,5519,1,0,1
+931,522,1,1,0
+940,360,1,0,1
+942,130753,1,1,0
+971,1890,1,1,0
+972,2010,1,0,1
+995,130753,1,0,1
+996,10769,1,1,0
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json
new file mode 100644
index 0000000..aba916a
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json
@@ -0,0 +1,9 @@
+{
+  "apl_delay_steps": 18,
+  "backend": "oracle",
+  "dynamics_copied_or_reimplemented": false,
+  "old_module_scientific_globals_changed": false,
+  "scope": "Unchanged AJ runtime called with new case/output/build arguments; not a new numerical model",
+  "sealed_runtime": "/data/digital-drosophila/models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+  "sealed_runtime_sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json
new file mode 100644
index 0000000..14342f5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json
@@ -0,0 +1,11 @@
+{
+  "schedule": [
+    "start",
+    "groups",
+    "thresholds",
+    "synapses",
+    "resets",
+    "end"
+  ],
+  "summary": "                      object                       |            part of            |       Clock dt       |       when        |  order  | active\n---------------------------------------------------+-------------------------------+----------------------+-------------------+---------+-------\ndefault_neurons_stateupdater (StateUpdater)        | default_neurons (NeuronGroup) | 100. us (every step) | groups            |       0 |  yes  \noracle_common_requests (NetworkOperation)          | --                            | 100. us (every step) | before_thresholds |       0 |  yes  \ndefault_neurons_spike_thresholder (Thresholder)    | default_neurons (NeuronGroup) | 100. us (every step) | thresholds        |       0 |  yes  \nspikemonitor (SpikeMonitor)                        | spikemonitor (SpikeMonitor)   | 100. us (every step) | thresholds        |       1 |  yes  \ndefault_synapses_pre (SynapticPathway)             | default_synapses (Synapses)   | 100. us (every step) | synapses          |      -1 |  yes  \ndefault_neurons_spike_resetter (Resetter)          | default_neurons (NeuronGroup) | 100. us (every step) | resets            |       0 |  yes  \noracle_legacy_apl_unconditional (NetworkOperation) | --                            | 100. us (every step) | end               |       0 |  yes  \noracle_after_apl_record (NetworkOperation)         | --                            | 100. us (every step) | end               |       1 |  yes  \nzz_apl_queue_installer (QueueInstaller)            | --                            | 100. us (every step) | end               | 1000000 |  yes  "
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json
new file mode 100644
index 0000000..933c391
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json
@@ -0,0 +1,51 @@
+{
+  "APL_applied_sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+  "APL_fast_edges_zeroed": 5845,
+  "APL_finite_sequence_partition_exact": true,
+  "APL_pending_tail_sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+  "APL_precision": "float32",
+  "APL_timing_audit_sha256": "c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d",
+  "APL_transport_shift_exact": true,
+  "APL_worker_exit_status": 0,
+  "APL_worker_ticks": 1000,
+  "apl_delay_steps": 18,
+  "apl_fast_edges_zeroed": 5845,
+  "applicable_requests": 79,
+  "backend": "shared-APL-component closed-loop Brian2 oracle",
+  "candidate_trace_used_as_input": false,
+  "complete": true,
+  "completed_ticks": 1000,
+  "edges": 25582938,
+  "effective_weights_raw_sha256": "b8b8f43048e0ef03943e607666319d25363bed3b2564fdc02b4149837e7eedc9",
+  "events_sha256": "4eebd71c427d662a98759276cce7ec4a16ad0d66c9cbef7130fee3acdca8748b",
+  "future_generated_decay_tail_included": false,
+  "history_recorded": false,
+  "independent_CPU_all_components_claim": false,
+  "initial_zero_prefix": 0,
+  "kc_targets_present": 4064,
+  "name": "seed_validation-physiological-00-s1073741825",
+  "no_poi": true,
+  "no_training": true,
+  "nodes": 166700,
+  "output_budget_bytes": 25769803776,
+  "output_bytes_before_summary": 349877277,
+  "pass_all": true,
+  "pass_all_scope": "Oracle construction, protocol and internal self-checks only; candidate comparison is a separate gate",
+  "pending_generated_count": 18,
+  "pending_initial_zero_prefix": 0,
+  "pending_tail_shape": [
+    18,
+    4064
+  ],
+  "precision": "float64",
+  "queue_sha256": "ea81d2d07626aed2ae1096da17a1b4163d3568dc54438409c3ac35f81a7d395f",
+  "ref_rejected_requests": 31,
+  "requests": 110,
+  "scope": "Only this fixed trajectory; legacy Torch APL is a shared numerical component, not an independent CPU APL implementation",
+  "single_continuous_run": true,
+  "source_and_inputs_unchanged": true,
+  "spikes": 30876,
+  "state_hashes_sha256": "b06d86d7560da6c0222e9ea82dc172faf94aec38950456d47a8bdc40acfbf3ad",
+  "steps": 1000,
+  "weights_sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/control-cases.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/control-cases.json
new file mode 100644
index 0000000..f577077
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/control-cases.json
@@ -0,0 +1,12 @@
+[
+  {
+    "name": "cal-physiological-00-s51101",
+    "source_case": "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-physiological-00-s51101",
+    "source_output": "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-physiological-00-s51101-r0"
+  },
+  {
+    "name": "cal-matched_energy-00-s51101",
+    "source_case": "/data/digital-drosophila/experiments/phase4aj-apl-timing/cases/delay18/cal-matched_energy-00-s51101",
+    "source_output": "/data/digital-drosophila/experiments/phase4aj-apl-timing/gpu/delay18/cal-matched_energy-00-s51101-r0"
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-audit.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-audit.json
new file mode 100644
index 0000000..fb49c02
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-audit.json
@@ -0,0 +1,94 @@
+{
+  "panel_count": 12,
+  "cal_count": 6,
+  "novel_to_aj_count": 6,
+  "median_mapped_response_sum": 2.556107997894287,
+  "seeds": [
+    1073741825,
+    1073741826,
+    1073741827,
+    1073741828,
+    1073741829
+  ],
+  "seeds_static_audit_sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+  "cohorts_static_panel_rows": {
+    "seed_validation": [
+      {
+        "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+        "odor_index": 0,
+        "source_panel_split": "calibration"
+      },
+      {
+        "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+        "odor_index": 1,
+        "source_panel_split": "calibration"
+      },
+      {
+        "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+        "odor_index": 2,
+        "source_panel_split": "calibration"
+      },
+      {
+        "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+        "odor_index": 3,
+        "source_panel_split": "calibration"
+      },
+      {
+        "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+        "odor_index": 4,
+        "source_panel_split": "calibration"
+      },
+      {
+        "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+        "odor_index": 5,
+        "source_panel_split": "calibration"
+      }
+    ],
+    "novel_to_aj": [
+      {
+        "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+        "odor_index": 0,
+        "source_panel_split": "heldout"
+      },
+      {
+        "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+        "odor_index": 1,
+        "source_panel_split": "heldout"
+      },
+      {
+        "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+        "odor_index": 2,
+        "source_panel_split": "heldout"
+      },
+      {
+        "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+        "odor_index": 3,
+        "source_panel_split": "heldout"
+      },
+      {
+        "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+        "odor_index": 4,
+        "source_panel_split": "heldout"
+      },
+      {
+        "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+        "odor_index": 5,
+        "source_panel_split": "heldout"
+      }
+    ]
+  },
+  "requested_before_any_dynamics": true,
+  "historical_never_simulated_claim": false,
+  "old_heldout_dynamic_access": false,
+  "seed_namespace_universally_independent_claim": false,
+  "source_function": "Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies",
+  "source_sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+  "function_ast_sha256": "5dcedb699cc77f5a47ee6d91f52c93138ddbc23e37c9c8b28927e34370d92fd1",
+  "torch": "2.14.0+cu130",
+  "numpy": "2.2.6",
+  "control_60_original_CAL_arrays_exact": true,
+  "target_rng_column_order": "Original function output, unchanged",
+  "generation": "Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests",
+  "expected_not_realized_input_energy_matched": true,
+  "no_learning": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-control.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-control.json
new file mode 100644
index 0000000..29eb528
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/encoder-control.json
@@ -0,0 +1,487 @@
+{
+  "pass_all": true,
+  "cases": [
+    {
+      "case": "cal-physiological-00-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+      "old_drive_sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-00-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "6f0e144ef973938f81499b8f78da632eb859cda1e457f2739e13d6dfe5fa868b",
+      "old_drive_sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-00-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "27912334589cb358ac52ee6ed16198864553b6c0742de9daeee20b007ed7e8c2",
+      "old_drive_sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-00-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "848319064713f8130278f8e8aabc7be2ce90081c9a7fdff80cebc8243d0fa1de",
+      "old_drive_sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-00-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "ea4ec228aa50b9f6830022d54ad0769d2945f6493bae0f04b23661974eda0073",
+      "old_drive_sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-01-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "4330fc62829780cdf8ad77591ec199e3f233d56e3c33681e6ee9bc7dcc3be07e",
+      "old_drive_sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-01-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "657720f0e522021141e8e84db3bd90fddb0d8d4437f99fb2814a3545a1cb2f68",
+      "old_drive_sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-01-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "2f5dc2a5fe8ff071359758acf49b68d5bf9eced79b339e8e97d45da63fb11997",
+      "old_drive_sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-01-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "2835231366acd2999efacba5d086decdf3f20a87ddc3221f08509cfb07fc7491",
+      "old_drive_sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-01-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "853207351d6183959d72ed29eae6106f0cdb1d6bea4cbb2058bb5eb4cd44154c",
+      "old_drive_sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-02-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "b151ae1c1e0cf115b171305dc5a7cc0db15ec55e8aa8bac55291c0094d1106ac",
+      "old_drive_sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-02-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "7e1cb1f4452418dd709a9a9ca58bae58db1ad91ed79169b9801ac0728b9aa2a6",
+      "old_drive_sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-02-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "b251798489e520ccb6c392160bc5c070e703bd9a5f9dc384a070f4a2c0a948ac",
+      "old_drive_sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-02-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "8c87df24999baea3fecbd4d800db5adaabc2f947e1d4d81c3032af4d727abf94",
+      "old_drive_sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-02-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "92a13153b3c5e2b4c0ca54bfc2ca453e9556f6df4a183844247dc77fd9277b92",
+      "old_drive_sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-03-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "c873c51e1d76bd055fa15c15ec2814f1443a2259725ad8be3cafedc7cf485bad",
+      "old_drive_sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-03-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "69fcd5d2c3d9a3e9ceff6da6f39846dc5de0092bcb759e4e4d8793c5397bbb51",
+      "old_drive_sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-03-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "9c0ae91611ac0fc747c5cac5bc8fe2b0f53aeaa4319ef4520673808d8e621ce8",
+      "old_drive_sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-03-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "9bebc8cacfd6aede8edd153ae58d70142f090aa1e05e5e49b8136a95d56048ac",
+      "old_drive_sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-03-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "463bfc37790731dee1a8fd7a3093fa4fc1629f2f92eb0f6e32483df7f6b7ed30",
+      "old_drive_sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-04-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "8629249f26972e6790a00be107db7fc1f559f9c9372245f706e1ca33cc2e025d",
+      "old_drive_sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-04-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "a2df1692664b079082d5ab944d8f90bb7f798732c2cd05a9089f3829f880f58f",
+      "old_drive_sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-04-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "9ac98cf3cce96e3071f50243e6c3dfb6e99076de5fd63581a1e663c6bd4bb561",
+      "old_drive_sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-04-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "02969b1517197d3fe3ae2ce43cff54bc9e06e5330162432d7c9a0268a5bf3ead",
+      "old_drive_sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-04-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "168e5643095fcebf51ebf97148d0de9ba9b6fe1ada3522d70d78e135350e473d",
+      "old_drive_sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-05-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "8edcb98a86990e7df56939317841b389e2085607f343d722bdd46485eb8574c2",
+      "old_drive_sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-05-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "10c277a9481ea55bdec86f2e80232ca101eb253784dd4747fdcff04df86f5817",
+      "old_drive_sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-05-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "e796119ef9e63705c99d0abb26f0a73dfb641dd6b82f40a75702bf6b79d98e8e",
+      "old_drive_sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-05-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "0c5acfaf8889a5362afa9dc77fd6e4210325319a060ab9c0476cfce1e7ac4380",
+      "old_drive_sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-physiological-05-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "36a9e62fd7f93d735301ca80363e56c91ff7063762e6f7fc07f792f434197f47",
+      "old_drive_sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-00-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+      "old_drive_sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-00-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "e7ca9d895a164774e6a6a419bb62691010bd9cc485e1686e44a2bbcd1e8c9c99",
+      "old_drive_sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-00-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "38aa27d613a03b49ecd95c1d043c9a5469332266f3d68c1d3535a17795b92f52",
+      "old_drive_sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-00-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "4eff3abab1987852370e6802d3efd4b226adf7de0ce719a3ee46d30c13659507",
+      "old_drive_sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-00-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "aca858849470737253747026012a66ccb94f64977a2488f863efb3290194e2ee",
+      "old_drive_sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-01-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "4839bd72be0f3fbde7d599416c99cf355e628198fd437935c6ac191eb32a3cac",
+      "old_drive_sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-01-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "1f9a71b0e22814faf55d351dd532f7879354dd21c35e46f618e9ee36e55a1100",
+      "old_drive_sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-01-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "24180023d0f07b70e39194b6c703aaf6b4f8c55107a5503c681ad8e391637fca",
+      "old_drive_sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-01-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "0048e7fd224ab6503f9261d78328913ee887827067f0539f65d04eb1d70c6457",
+      "old_drive_sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-01-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "26b88b95ae9cbda647fd7d7a9d35ed1c85715bb05a1eb9df8b303720fdad2dab",
+      "old_drive_sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-02-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "b151ae1c1e0cf115b171305dc5a7cc0db15ec55e8aa8bac55291c0094d1106ac",
+      "old_drive_sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-02-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "7e1cb1f4452418dd709a9a9ca58bae58db1ad91ed79169b9801ac0728b9aa2a6",
+      "old_drive_sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-02-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "66eb9cd0bc483f96d415d2b7aa3bf8c1f8a438249fdb57d44749fe6f5fe2e1ee",
+      "old_drive_sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-02-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "fe779acc74150ba1afded4766babd624a8e3b9417a3fb71aff51c854b9806205",
+      "old_drive_sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-02-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "057149c0a67cf4702fbbeaa07f4be65112e704a2a9a92c548933a4371c8f9875",
+      "old_drive_sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-03-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "cd820609a71e3c8b82df4e377dfcedbe8227671aa39d2ebfd0f84d2001e10820",
+      "old_drive_sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-03-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "2d0ba6afb5f3ccd2a4cef9216ce4360bf55c4606c9c70e55127faa22e766b28b",
+      "old_drive_sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-03-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "ed0994abfed932b86eab3fbd23024680cb2db1c3f3b4563e071f6430b5660fbb",
+      "old_drive_sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-03-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "73a212952bedd6cfb4aa36e61f80f23934f0a014100b0582995944a6139cd0e7",
+      "old_drive_sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-03-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "64a9b31c1c1ddcd6127b9fa1a6245fe2f4cf3fd60d06d3b51bc8484d52fbad74",
+      "old_drive_sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-04-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "3ed1f8c1decd70e339eb4dc96d9d8c53bad87b8b999be85ec5950036b19f724c",
+      "old_drive_sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-04-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "6018f554a0cf18b0076a00a9d692688742919f9eb25109a03eeae688175441c2",
+      "old_drive_sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-04-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "54ec4c99630bf672ab4f17de976581a0c484215bb8ef783e6fd1c1a9c656cacd",
+      "old_drive_sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-04-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "2b55a86ba6a1e9defb991c3034f026bf101955535899b11fc5d04f16d82303a9",
+      "old_drive_sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-04-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "3fb9cb2602d30271afa4ee699ed148a932c8ed0378a835c2beb3608fbabce69f",
+      "old_drive_sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-05-s51101",
+      "pass_all": true,
+      "seed": 51101,
+      "old_requests_sha256": "20a4dccb7da55f07f1232787839245e6d9ee0653cea2f95ae561151ceb4d132b",
+      "old_drive_sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-05-s51102",
+      "pass_all": true,
+      "seed": 51102,
+      "old_requests_sha256": "0954599c67c9b4a02e371d8b0bd33024732c6aaa2548e375acefe5aeac5bdbe7",
+      "old_drive_sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-05-s51103",
+      "pass_all": true,
+      "seed": 51103,
+      "old_requests_sha256": "9d7fb54ec76821348e89f8d0ff8a54bd15738f29c4c4c3bb6700a28803a62b32",
+      "old_drive_sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-05-s51104",
+      "pass_all": true,
+      "seed": 51104,
+      "old_requests_sha256": "42e652536f518aaa82de208099076e6c9d349853d5f9311e8b1b5d146b7b5ae6",
+      "old_drive_sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "target_rate_and_request_arrays_bitwise": true
+    },
+    {
+      "case": "cal-matched_energy-05-s51105",
+      "pass_all": true,
+      "seed": 51105,
+      "old_requests_sha256": "ce05c220daca8aad9513cf9faba007af73159da5866481ed767f72a6e1c4ea10",
+      "old_drive_sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "target_rate_and_request_arrays_bitwise": true
+    }
+  ],
+  "old_heldout_dynamic_access": false,
+  "comparison": "All original 60 CAL request/drive arrays; no trajectory or RNG-column reorder"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/prepared-hashes.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/prepared-hashes.json
new file mode 100644
index 0000000..ebf9fd5
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/prepared-hashes.json
@@ -0,0 +1,1857 @@
+[
+  {
+    "path": "protocol/control-cases.json",
+    "sha256": "131e55983407aa396f5064cf45c0e8baed3d6d366862ed9051e6ba7186cd6247",
+    "bytes": 598
+  },
+  {
+    "path": "protocol/encoder-audit.json",
+    "sha256": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0",
+    "bytes": 2858
+  },
+  {
+    "path": "protocol/encoder-control.json",
+    "sha256": "f29ad88ed30252b0bea28ad181b1ecc5d08eb4ace4ab9eafc7735b25b00ab3e7",
+    "bytes": 21026
+  },
+  {
+    "path": "protocol/preregistered.json",
+    "sha256": "c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300",
+    "bytes": 13568
+  },
+  {
+    "path": "protocol/validation-cases.json",
+    "sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+    "bytes": 49395
+  },
+  {
+    "path": "cases/controls/cal-matched_energy-00-s51101/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/controls/cal-matched_energy-00-s51101/requests.npz",
+    "sha256": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+    "bytes": 883
+  },
+  {
+    "path": "cases/controls/cal-matched_energy-00-s51101/spec.json",
+    "sha256": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15",
+    "bytes": 1520
+  },
+  {
+    "path": "cases/controls/cal-physiological-00-s51101/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/controls/cal-physiological-00-s51101/requests.npz",
+    "sha256": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+    "bytes": 894
+  },
+  {
+    "path": "cases/controls/cal-physiological-00-s51101/spec.json",
+    "sha256": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3",
+    "bytes": 1518
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/pn-drive.npz",
+    "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+    "bytes": 582
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.npz",
+    "sha256": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+    "bytes": 832
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json",
+    "sha256": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+    "bytes": 1632
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/pn-drive.npz",
+    "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+    "bytes": 582
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/requests.npz",
+    "sha256": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d",
+    "bytes": 807
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json",
+    "sha256": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c",
+    "bytes": 1632
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/pn-drive.npz",
+    "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+    "bytes": 582
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/requests.npz",
+    "sha256": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8",
+    "bytes": 858
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json",
+    "sha256": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1",
+    "bytes": 1632
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/pn-drive.npz",
+    "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+    "bytes": 582
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/requests.npz",
+    "sha256": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366",
+    "bytes": 886
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json",
+    "sha256": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232",
+    "bytes": 1632
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/pn-drive.npz",
+    "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+    "bytes": 582
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/requests.npz",
+    "sha256": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087",
+    "bytes": 804
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json",
+    "sha256": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580",
+    "bytes": 1632
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/pn-drive.npz",
+    "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+    "bytes": 643
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/requests.npz",
+    "sha256": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+    "bytes": 824
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json",
+    "sha256": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/pn-drive.npz",
+    "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+    "bytes": 643
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/requests.npz",
+    "sha256": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3",
+    "bytes": 909
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json",
+    "sha256": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/pn-drive.npz",
+    "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+    "bytes": 643
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/requests.npz",
+    "sha256": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6",
+    "bytes": 834
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json",
+    "sha256": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/pn-drive.npz",
+    "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+    "bytes": 643
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/requests.npz",
+    "sha256": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130",
+    "bytes": 871
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json",
+    "sha256": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/pn-drive.npz",
+    "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+    "bytes": 643
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/requests.npz",
+    "sha256": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e",
+    "bytes": 785
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json",
+    "sha256": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/pn-drive.npz",
+    "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+    "bytes": 596
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/requests.npz",
+    "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "bytes": 777
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json",
+    "sha256": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+    "bytes": 1618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/pn-drive.npz",
+    "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+    "bytes": 596
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/requests.npz",
+    "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+    "bytes": 835
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json",
+    "sha256": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5",
+    "bytes": 1618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/pn-drive.npz",
+    "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+    "bytes": 596
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/requests.npz",
+    "sha256": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238",
+    "bytes": 853
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json",
+    "sha256": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447",
+    "bytes": 1618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/pn-drive.npz",
+    "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+    "bytes": 596
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/requests.npz",
+    "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+    "bytes": 834
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json",
+    "sha256": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb",
+    "bytes": 1618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/pn-drive.npz",
+    "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+    "bytes": 596
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/requests.npz",
+    "sha256": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71",
+    "bytes": 798
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json",
+    "sha256": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264",
+    "bytes": 1618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/pn-drive.npz",
+    "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+    "bytes": 529
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/requests.npz",
+    "sha256": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+    "bytes": 724
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json",
+    "sha256": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+    "bytes": 1615
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/pn-drive.npz",
+    "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+    "bytes": 529
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/requests.npz",
+    "sha256": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06",
+    "bytes": 768
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json",
+    "sha256": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26",
+    "bytes": 1615
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/pn-drive.npz",
+    "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+    "bytes": 529
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/requests.npz",
+    "sha256": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137",
+    "bytes": 812
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json",
+    "sha256": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869",
+    "bytes": 1615
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/pn-drive.npz",
+    "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+    "bytes": 529
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/requests.npz",
+    "sha256": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba",
+    "bytes": 809
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json",
+    "sha256": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295",
+    "bytes": 1615
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/pn-drive.npz",
+    "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+    "bytes": 529
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/requests.npz",
+    "sha256": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e",
+    "bytes": 798
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json",
+    "sha256": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224",
+    "bytes": 1615
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/pn-drive.npz",
+    "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+    "bytes": 625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/requests.npz",
+    "sha256": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+    "bytes": 794
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json",
+    "sha256": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+    "bytes": 1613
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/pn-drive.npz",
+    "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+    "bytes": 625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/requests.npz",
+    "sha256": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c",
+    "bytes": 837
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json",
+    "sha256": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a",
+    "bytes": 1613
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/pn-drive.npz",
+    "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+    "bytes": 625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/requests.npz",
+    "sha256": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07",
+    "bytes": 820
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json",
+    "sha256": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124",
+    "bytes": 1613
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/pn-drive.npz",
+    "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+    "bytes": 625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/requests.npz",
+    "sha256": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303",
+    "bytes": 798
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json",
+    "sha256": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10",
+    "bytes": 1613
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/pn-drive.npz",
+    "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+    "bytes": 625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/requests.npz",
+    "sha256": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d",
+    "bytes": 757
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json",
+    "sha256": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf",
+    "bytes": 1613
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/pn-drive.npz",
+    "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/requests.npz",
+    "sha256": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+    "bytes": 835
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json",
+    "sha256": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/pn-drive.npz",
+    "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/requests.npz",
+    "sha256": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085",
+    "bytes": 830
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json",
+    "sha256": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/pn-drive.npz",
+    "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/requests.npz",
+    "sha256": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389",
+    "bytes": 892
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json",
+    "sha256": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/pn-drive.npz",
+    "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/requests.npz",
+    "sha256": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976",
+    "bytes": 845
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json",
+    "sha256": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/pn-drive.npz",
+    "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/requests.npz",
+    "sha256": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99",
+    "bytes": 801
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json",
+    "sha256": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/pn-drive.npz",
+    "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+    "bytes": 580
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.npz",
+    "sha256": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+    "bytes": 854
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json",
+    "sha256": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/pn-drive.npz",
+    "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+    "bytes": 580
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/requests.npz",
+    "sha256": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f",
+    "bytes": 825
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json",
+    "sha256": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/pn-drive.npz",
+    "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+    "bytes": 580
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/requests.npz",
+    "sha256": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72",
+    "bytes": 897
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json",
+    "sha256": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/pn-drive.npz",
+    "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+    "bytes": 580
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/requests.npz",
+    "sha256": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610",
+    "bytes": 905
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json",
+    "sha256": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/pn-drive.npz",
+    "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+    "bytes": 580
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/requests.npz",
+    "sha256": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095",
+    "bytes": 840
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json",
+    "sha256": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/pn-drive.npz",
+    "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+    "bytes": 642
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/requests.npz",
+    "sha256": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+    "bytes": 806
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json",
+    "sha256": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+    "bytes": 1620
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/pn-drive.npz",
+    "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+    "bytes": 642
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/requests.npz",
+    "sha256": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411",
+    "bytes": 896
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json",
+    "sha256": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720",
+    "bytes": 1620
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/pn-drive.npz",
+    "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+    "bytes": 642
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/requests.npz",
+    "sha256": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79",
+    "bytes": 813
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json",
+    "sha256": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807",
+    "bytes": 1620
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/pn-drive.npz",
+    "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+    "bytes": 642
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/requests.npz",
+    "sha256": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699",
+    "bytes": 855
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json",
+    "sha256": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d",
+    "bytes": 1620
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/pn-drive.npz",
+    "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+    "bytes": 642
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/requests.npz",
+    "sha256": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b",
+    "bytes": 770
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json",
+    "sha256": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da",
+    "bytes": 1620
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/pn-drive.npz",
+    "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+    "bytes": 595
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/requests.npz",
+    "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+    "bytes": 777
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json",
+    "sha256": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+    "bytes": 1616
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/pn-drive.npz",
+    "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+    "bytes": 595
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/requests.npz",
+    "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+    "bytes": 835
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json",
+    "sha256": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a",
+    "bytes": 1616
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/pn-drive.npz",
+    "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+    "bytes": 595
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/requests.npz",
+    "sha256": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c",
+    "bytes": 841
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json",
+    "sha256": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54",
+    "bytes": 1616
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/pn-drive.npz",
+    "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+    "bytes": 595
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/requests.npz",
+    "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+    "bytes": 834
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json",
+    "sha256": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30",
+    "bytes": 1616
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/pn-drive.npz",
+    "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+    "bytes": 595
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/requests.npz",
+    "sha256": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245",
+    "bytes": 796
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json",
+    "sha256": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f",
+    "bytes": 1616
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/pn-drive.npz",
+    "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+    "bytes": 530
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/requests.npz",
+    "sha256": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+    "bytes": 669
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json",
+    "sha256": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+    "bytes": 1611
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/pn-drive.npz",
+    "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+    "bytes": 530
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/requests.npz",
+    "sha256": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0",
+    "bytes": 691
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json",
+    "sha256": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8",
+    "bytes": 1611
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/pn-drive.npz",
+    "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+    "bytes": 530
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/requests.npz",
+    "sha256": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612",
+    "bytes": 698
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json",
+    "sha256": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df",
+    "bytes": 1611
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/pn-drive.npz",
+    "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+    "bytes": 530
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/requests.npz",
+    "sha256": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d",
+    "bytes": 723
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json",
+    "sha256": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0",
+    "bytes": 1611
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/pn-drive.npz",
+    "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+    "bytes": 530
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/requests.npz",
+    "sha256": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802",
+    "bytes": 692
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json",
+    "sha256": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276",
+    "bytes": 1611
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/pn-drive.npz",
+    "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+    "bytes": 626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/requests.npz",
+    "sha256": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+    "bytes": 796
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json",
+    "sha256": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+    "bytes": 1609
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/pn-drive.npz",
+    "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+    "bytes": 626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/requests.npz",
+    "sha256": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e",
+    "bytes": 864
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json",
+    "sha256": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07",
+    "bytes": 1609
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/pn-drive.npz",
+    "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+    "bytes": 626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/requests.npz",
+    "sha256": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea",
+    "bytes": 854
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json",
+    "sha256": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb",
+    "bytes": 1609
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/pn-drive.npz",
+    "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+    "bytes": 626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/requests.npz",
+    "sha256": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349",
+    "bytes": 826
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json",
+    "sha256": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372",
+    "bytes": 1609
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/pn-drive.npz",
+    "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+    "bytes": 626
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/requests.npz",
+    "sha256": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad",
+    "bytes": 784
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json",
+    "sha256": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa",
+    "bytes": 1609
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/pn-drive.npz",
+    "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/requests.npz",
+    "sha256": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+    "bytes": 800
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json",
+    "sha256": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+    "bytes": 1625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/pn-drive.npz",
+    "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/requests.npz",
+    "sha256": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd",
+    "bytes": 795
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json",
+    "sha256": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947",
+    "bytes": 1625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/pn-drive.npz",
+    "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/requests.npz",
+    "sha256": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd",
+    "bytes": 860
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json",
+    "sha256": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d",
+    "bytes": 1625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/pn-drive.npz",
+    "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/requests.npz",
+    "sha256": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a",
+    "bytes": 823
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json",
+    "sha256": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41",
+    "bytes": 1625
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/pn-drive.npz",
+    "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+    "bytes": 618
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/requests.npz",
+    "sha256": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34",
+    "bytes": 783
+  },
+  {
+    "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json",
+    "sha256": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f",
+    "bytes": 1625
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.npz",
+    "sha256": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+    "bytes": 841
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json",
+    "sha256": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/requests.npz",
+    "sha256": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5",
+    "bytes": 832
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json",
+    "sha256": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/requests.npz",
+    "sha256": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820",
+    "bytes": 886
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json",
+    "sha256": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/requests.npz",
+    "sha256": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a",
+    "bytes": 854
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json",
+    "sha256": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/pn-drive.npz",
+    "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/requests.npz",
+    "sha256": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112",
+    "bytes": 770
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json",
+    "sha256": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/pn-drive.npz",
+    "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+    "bytes": 641
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/requests.npz",
+    "sha256": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+    "bytes": 794
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json",
+    "sha256": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/pn-drive.npz",
+    "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+    "bytes": 641
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/requests.npz",
+    "sha256": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b",
+    "bytes": 861
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json",
+    "sha256": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/pn-drive.npz",
+    "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+    "bytes": 641
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/requests.npz",
+    "sha256": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07",
+    "bytes": 831
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json",
+    "sha256": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/pn-drive.npz",
+    "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+    "bytes": 641
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/requests.npz",
+    "sha256": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be",
+    "bytes": 808
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json",
+    "sha256": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/pn-drive.npz",
+    "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+    "bytes": 641
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/requests.npz",
+    "sha256": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc",
+    "bytes": 813
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json",
+    "sha256": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/pn-drive.npz",
+    "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+    "bytes": 568
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/requests.npz",
+    "sha256": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+    "bytes": 799
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json",
+    "sha256": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/pn-drive.npz",
+    "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+    "bytes": 568
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/requests.npz",
+    "sha256": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09",
+    "bytes": 833
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json",
+    "sha256": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/pn-drive.npz",
+    "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+    "bytes": 568
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/requests.npz",
+    "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+    "bytes": 821
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json",
+    "sha256": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/pn-drive.npz",
+    "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+    "bytes": 568
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/requests.npz",
+    "sha256": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8",
+    "bytes": 852
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json",
+    "sha256": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/pn-drive.npz",
+    "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+    "bytes": 568
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/requests.npz",
+    "sha256": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce",
+    "bytes": 801
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json",
+    "sha256": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17",
+    "bytes": 1629
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/pn-drive.npz",
+    "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+    "bytes": 599
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/requests.npz",
+    "sha256": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+    "bytes": 849
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json",
+    "sha256": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/pn-drive.npz",
+    "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+    "bytes": 599
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/requests.npz",
+    "sha256": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2",
+    "bytes": 858
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json",
+    "sha256": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/pn-drive.npz",
+    "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+    "bytes": 599
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/requests.npz",
+    "sha256": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2",
+    "bytes": 845
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json",
+    "sha256": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/pn-drive.npz",
+    "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+    "bytes": 599
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/requests.npz",
+    "sha256": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5",
+    "bytes": 859
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json",
+    "sha256": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/pn-drive.npz",
+    "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+    "bytes": 599
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/requests.npz",
+    "sha256": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba",
+    "bytes": 797
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json",
+    "sha256": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/pn-drive.npz",
+    "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+    "bytes": 617
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/requests.npz",
+    "sha256": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+    "bytes": 788
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json",
+    "sha256": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+    "bytes": 1636
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/pn-drive.npz",
+    "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+    "bytes": 617
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/requests.npz",
+    "sha256": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8",
+    "bytes": 829
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json",
+    "sha256": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286",
+    "bytes": 1636
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/pn-drive.npz",
+    "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+    "bytes": 617
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/requests.npz",
+    "sha256": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec",
+    "bytes": 856
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json",
+    "sha256": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33",
+    "bytes": 1636
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/pn-drive.npz",
+    "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+    "bytes": 617
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/requests.npz",
+    "sha256": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b",
+    "bytes": 845
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json",
+    "sha256": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef",
+    "bytes": 1636
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/pn-drive.npz",
+    "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+    "bytes": 617
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/requests.npz",
+    "sha256": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f",
+    "bytes": 807
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json",
+    "sha256": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c",
+    "bytes": 1636
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/pn-drive.npz",
+    "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/requests.npz",
+    "sha256": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+    "bytes": 798
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json",
+    "sha256": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/pn-drive.npz",
+    "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/requests.npz",
+    "sha256": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082",
+    "bytes": 817
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json",
+    "sha256": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/pn-drive.npz",
+    "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/requests.npz",
+    "sha256": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a",
+    "bytes": 838
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json",
+    "sha256": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/pn-drive.npz",
+    "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/requests.npz",
+    "sha256": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd",
+    "bytes": 843
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json",
+    "sha256": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/pn-drive.npz",
+    "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/requests.npz",
+    "sha256": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3",
+    "bytes": 802
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json",
+    "sha256": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2",
+    "bytes": 1646
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/requests.npz",
+    "sha256": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+    "bytes": 849
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json",
+    "sha256": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/requests.npz",
+    "sha256": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532",
+    "bytes": 840
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json",
+    "sha256": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/requests.npz",
+    "sha256": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2",
+    "bytes": 897
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json",
+    "sha256": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/requests.npz",
+    "sha256": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2",
+    "bytes": 861
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json",
+    "sha256": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/pn-drive.npz",
+    "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/requests.npz",
+    "sha256": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9",
+    "bytes": 790
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json",
+    "sha256": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/pn-drive.npz",
+    "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+    "bytes": 642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/requests.npz",
+    "sha256": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+    "bytes": 850
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json",
+    "sha256": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/pn-drive.npz",
+    "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+    "bytes": 642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/requests.npz",
+    "sha256": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb",
+    "bytes": 927
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json",
+    "sha256": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/pn-drive.npz",
+    "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+    "bytes": 642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/requests.npz",
+    "sha256": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5",
+    "bytes": 895
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json",
+    "sha256": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/pn-drive.npz",
+    "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+    "bytes": 642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/requests.npz",
+    "sha256": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd",
+    "bytes": 885
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json",
+    "sha256": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/pn-drive.npz",
+    "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+    "bytes": 642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/requests.npz",
+    "sha256": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5",
+    "bytes": 876
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json",
+    "sha256": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e",
+    "bytes": 1626
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/pn-drive.npz",
+    "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+    "bytes": 569
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/requests.npz",
+    "sha256": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+    "bytes": 805
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json",
+    "sha256": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+    "bytes": 1623
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/pn-drive.npz",
+    "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+    "bytes": 569
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/requests.npz",
+    "sha256": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a",
+    "bytes": 839
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json",
+    "sha256": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2",
+    "bytes": 1623
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/pn-drive.npz",
+    "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+    "bytes": 569
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/requests.npz",
+    "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+    "bytes": 821
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json",
+    "sha256": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5",
+    "bytes": 1623
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/pn-drive.npz",
+    "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+    "bytes": 569
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/requests.npz",
+    "sha256": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b",
+    "bytes": 854
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json",
+    "sha256": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4",
+    "bytes": 1623
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/pn-drive.npz",
+    "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+    "bytes": 569
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/requests.npz",
+    "sha256": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8",
+    "bytes": 806
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json",
+    "sha256": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843",
+    "bytes": 1623
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/pn-drive.npz",
+    "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+    "bytes": 597
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/requests.npz",
+    "sha256": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+    "bytes": 800
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json",
+    "sha256": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+    "bytes": 1642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/pn-drive.npz",
+    "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+    "bytes": 597
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/requests.npz",
+    "sha256": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33",
+    "bytes": 807
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json",
+    "sha256": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe",
+    "bytes": 1642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/pn-drive.npz",
+    "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+    "bytes": 597
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/requests.npz",
+    "sha256": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff",
+    "bytes": 816
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json",
+    "sha256": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e",
+    "bytes": 1642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/pn-drive.npz",
+    "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+    "bytes": 597
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/requests.npz",
+    "sha256": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163",
+    "bytes": 807
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json",
+    "sha256": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0",
+    "bytes": 1642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/pn-drive.npz",
+    "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+    "bytes": 597
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/requests.npz",
+    "sha256": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9",
+    "bytes": 751
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json",
+    "sha256": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca",
+    "bytes": 1642
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/pn-drive.npz",
+    "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/requests.npz",
+    "sha256": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+    "bytes": 680
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json",
+    "sha256": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+    "bytes": 1630
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/pn-drive.npz",
+    "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/requests.npz",
+    "sha256": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c",
+    "bytes": 752
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json",
+    "sha256": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b",
+    "bytes": 1630
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/pn-drive.npz",
+    "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/requests.npz",
+    "sha256": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848",
+    "bytes": 782
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json",
+    "sha256": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b",
+    "bytes": 1630
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/pn-drive.npz",
+    "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/requests.npz",
+    "sha256": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40",
+    "bytes": 781
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json",
+    "sha256": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291",
+    "bytes": 1630
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/pn-drive.npz",
+    "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+    "bytes": 616
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/requests.npz",
+    "sha256": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd",
+    "bytes": 728
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json",
+    "sha256": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686",
+    "bytes": 1630
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/pn-drive.npz",
+    "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+    "bytes": 618
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/requests.npz",
+    "sha256": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+    "bytes": 1045
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json",
+    "sha256": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/pn-drive.npz",
+    "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+    "bytes": 618
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/requests.npz",
+    "sha256": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3",
+    "bytes": 1025
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json",
+    "sha256": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/pn-drive.npz",
+    "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+    "bytes": 618
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/requests.npz",
+    "sha256": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7",
+    "bytes": 1077
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json",
+    "sha256": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/pn-drive.npz",
+    "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+    "bytes": 618
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/requests.npz",
+    "sha256": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84",
+    "bytes": 1004
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json",
+    "sha256": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac",
+    "bytes": 1644
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/pn-drive.npz",
+    "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+    "bytes": 618
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/requests.npz",
+    "sha256": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e",
+    "bytes": 980
+  },
+  {
+    "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json",
+    "sha256": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993",
+    "bytes": 1644
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/preregistered.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/preregistered.json
new file mode 100644
index 0000000..36c62af
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/preregistered.json
@@ -0,0 +1,307 @@
+{
+  "timestamp_utc": "2026-09-30T04:33:06.623550+00:00",
+  "sources": {
+    "PROTOCOL.md": "2d3996933b6e5a31e6a737ade5f3ae6869ffd03e01002c793eccf9b4f71e987d",
+    "SEED-AUDIT.md": "35e8bfe1bff62f3a5d9295c785e1b8cec8a2393eaa67d6c683046e48f30feb56",
+    "config.json": "1718d8b01ece24930ff138f25c88f2f0e0f1cf69ad0ba655e5a0de5083e64df2",
+    "context.py": "5e4e500d5ec777bb8ae7ff77ac9a7279bfe995b1a17be2baededdbe065c98b73",
+    "encoder_inputs.py": "0061689abb1832e963718bd836bc8a50009ee38b258143a753b4d59e63414925",
+    "finalize.py": "7eb638c357cec7f5f85032312c50a616402b5a8a9ab5aa0268c181f6c3ae0ce5",
+    "prepare.py": "d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f",
+    "run_case.py": "bba6c4a98c6edf1eaba60b8030a9eca646da7dd30b74b2a0c16e374efd022bfa",
+    "run_suite.py": "3d9890f11f299c07956faa5c0a9ebe2ea28ade58d8acf01a8631c17025073345",
+    "runtime_bridge.py": "8a6629f8cd991cf309b508c670b3009737f9b5f5e1f72560fa5bd4b1ff0bc64d",
+    "seed-audit.json": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+    "test_encoder_inputs.py": "f1b3b8a0ca9bc41152485c05fd5f24fb7bb1f76c6ea111ffb941ae1225d914fe",
+    "test_final_status.py": "a85466891352c15b3103d30e7229734ad6694c8a1347d5e0747da3315223c203",
+    "test_runtime_bridge.py": "bc01a5ff38d79a7b66ab2eb9e6731164bb8a1e15b5b5c0c1655161c24e2c37cf",
+    "test_validation.py": "03f5aacb5a1f9460d10b30744100a43c57e5488d32dada79c888529943c82cf0",
+    "validation.py": "3464091a4cc2cba18946cb9c9b3d12a69bd3f79f1001096234b3a8467dc602c5",
+    "verify_frozen.py": "a736b774e39ff0ad863e8efc720bd5f9ed7d30261776bb57f0a716a7052dba5a"
+  },
+  "config": {
+    "phase": "4AK",
+    "name": "apl-timing-validation-v1",
+    "human_authorization": "允许独立新模型分支测试动力学假设",
+    "gpu_uuid": "GPU-79f3a85d-adce-7833-7003-6488140ca596",
+    "neurons": 166700,
+    "edges": 25582938,
+    "raw_weight_sum": 124177617,
+    "apl_delay_steps": 18,
+    "dt_ms": 0.1,
+    "apl": {
+      "tau_ms": 20.0,
+      "gain": 0.01,
+      "normalization": 1.0
+    },
+    "validation": {
+      "seeds": [
+        1073741825,
+        1073741826,
+        1073741827,
+        1073741828,
+        1073741829
+      ],
+      "modes": [
+        "physiological",
+        "matched_energy"
+      ],
+      "duration_ms": 100.0,
+      "odor_count": 6,
+      "repeat_first_seed_each_odor": true,
+      "cohorts": [
+        "seed_validation",
+        "novel_to_aj"
+      ],
+      "median_scope": "unchanged original frozen 12-odor panel",
+      "median_mapped_response_sum": 2.556107997894287,
+      "full_oracle_policy": "first static odor, first seed, each mode, for each cohort",
+      "unlock_novel": "Complete seed_validation execution, representation and repeat gates must pass before any novel-to-AJ brain trajectory"
+    },
+    "gates": {
+      "sparse_min_fraction": 0.03,
+      "sparse_max_fraction": 0.09,
+      "max_fraction_strict": 0.5,
+      "min_fraction_strict": 0.0,
+      "minimum_separable_odor_pairs": 3,
+      "same_jaccard_gt_between": true,
+      "between_euclidean_gt_within": true,
+      "both_modes_required": true,
+      "finite_required": true,
+      "repeat_exact_required": true
+    },
+    "control_cases": [
+      "cal-physiological-00-s51101",
+      "cal-matched_energy-00-s51101"
+    ],
+    "output_budget_bytes": 25769803776,
+    "training": false,
+    "candidate_generation": false,
+    "old_heldout_dynamic_access": false,
+    "new_validation_dynamic_execution": true,
+    "historical_never_simulated_odor_claim": false,
+    "universal_seed_independence_claim": false,
+    "selection_policy": "Fixed source panel order, both cohorts and input schedules registered before any new trajectory. Stop on numerical failure or seed-block representation failure; retain all results, no replacement seeds/odors, no tuning, no pooled gate rescue.",
+    "hypothesis": "The already frozen AJ D18 operator generalizes to new audited seeds and six odors not used in AG/AJ calibration. No change whatsoever to dynamics, input transform, temporal window, graph, signs, APL mask or metric definitions."
+  },
+  "inputs": [
+    {
+      "path": "experiments/phase4ag-author-apl-r2/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754"
+    },
+    {
+      "path": "experiments/phase4ag-author-apl-r2/protocol/encoder-audit.json",
+      "sha256": "792369753fb62de790f529027a1daf16bae947b485e42597905e8f12dd82c153"
+    },
+    {
+      "path": "experiments/phase4ag-author-apl-r2/protocol/preregistered.json",
+      "sha256": "b9e2a698072a248b4421819683ff66c62ad7398d214210f7fb6fa17fe17d1406"
+    },
+    {
+      "path": "experiments/phase4aj-apl-timing/audit/final-status.json",
+      "sha256": "7253edac0445b428ec3107c45b656054615bd426c442c19a2471ed03dd0f51f0"
+    },
+    {
+      "path": "experiments/phase4aj-apl-timing/manifest.json",
+      "sha256": "7f490ada0db30785c61954d8b92147378ddc8bc16b229fe3808bbe501caff44a"
+    },
+    {
+      "path": "experiments/phase4aj-apl-timing/protocol/calibration-cases.json",
+      "sha256": "d91994c77db82cb40a258c92b222e0d7b28338ffe98764bd600988dae6f72754"
+    },
+    {
+      "path": "experiments/phase4aj-apl-timing/protocol/preregistered.json",
+      "sha256": "4c7eedef5990ba2a3f9ac1b78bc59ee4133b6cdb7526b896a652937b2f4c1fb7"
+    },
+    {
+      "path": "experiments/phase4l-olfactory-grounding/odor-encoder/frozen-odor-panel.parquet",
+      "sha256": "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0"
+    },
+    {
+      "path": "experiments/phase4l-olfactory-grounding/odor-encoder/mapped-glomerular-vectors.npz",
+      "sha256": "f057563152e0fa22060080af13019f319e7f36563a775eff829bbc1929c451b0"
+    },
+    {
+      "path": "experiments/phase4l-olfactory-grounding/odor-encoder/selection.json",
+      "sha256": "1b832becf9d08935716fe9ba5e3cd3e619e7d208dfb43c4fa197c969d095f113"
+    },
+    {
+      "path": "experiments/phase4l-olfactory-grounding/receptor-mapping/olfactory-mapping.parquet",
+      "sha256": "a01d27000533e9844458a4c559cac084f1c34ca20a1104e97e6a0f72b0cc93b1"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/al_origin_audit.py",
+      "sha256": "7201871477a29ede31c7d6c6bf1c92700da3db5505e67ccfa7cb43126b8464b9"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/calibration.py",
+      "sha256": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/compare_timing.py",
+      "sha256": "9010f070fba9b7c9cf2d86187ee2abc57f3ac606ebc08a42baad4f3922b51734"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/config.json",
+      "sha256": "0b720e23aa7988b2b443e14951082b1ce9b061a183b7f858c0e0f3c0fc6fb25e"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/context.py",
+      "sha256": "06d4994af3729d653263391ff3a3604f7c919e78562604e5c86acfa292d60ba0"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/finalize.py",
+      "sha256": "0a2dbf9e5f889e9dd3491d036e6f92c17417a84482c5e1e49134c0993f7d68f2"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/gpu_timing.py",
+      "sha256": "af1975ba5e5e700208c0a598d3cbe648a3cf10885c6231239b6e4b28f76d173b"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/manifest.json",
+      "sha256": "52b05dd1ff30b6b51ff960fe95904532f5c147731a83f0b5c31f98ca7e53c216"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/oracle_timing.py",
+      "sha256": "39d8c47c94bc2faddf016864a43e7715907fb987f56f7b27098060a88851f6be"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/prepare.py",
+      "sha256": "bba71bcd52dcb78d9ae0fa93a8a43173a4669ecef038dce18ce7d82edd9bce50"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/run_case.py",
+      "sha256": "d93e4fe2df542ce5a0f0adb5aceada583dc8c921f0159f426e50428d79d67a1d"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/run_suite.py",
+      "sha256": "6f26c626acf9ef8e6fae7902af0cbf0bd176eb322529ca8aa203a9700716c889"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/shift_audit.py",
+      "sha256": "46f380dac340acc91f226968bb493475a31777f8290fb20f9145a97c9009d845"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/test_al_origin_audit.py",
+      "sha256": "4b75a39d36090b0a66cc7ad4b370ac785713fb58c366df2efcc55152d612fc2b"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/test_calibration.py",
+      "sha256": "307a2848bf6d05aaa8105bb3558be2a74425894f96a4a2bd20af8b82cb8b6e25"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/test_protocol.py",
+      "sha256": "cbae93c993ac9aa99bcce68ae2131c7f938f8a63e89779f8d3d79e36bf268dee"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/tests/__init__.py",
+      "sha256": "bfc0d9e17410c2c52ea1d9a5259c92964f16b118dbae8cecad258697b67e4bdc"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/tests/test_compare_timing.py",
+      "sha256": "71876b36eef88c198aa8e833af547dbe772001c71b010707b656c165c8b54031"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/tests/test_timing_queue.py",
+      "sha256": "4a375444dc732c3538df8aa4b81e43b5418754fcebebb0d02c16faad03d43195"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/timing_queue.py",
+      "sha256": "54df6d4818e2a0c26e96fb0aaf5d9b71cd964981706da937562d48af79aca14e"
+    },
+    {
+      "path": "models/male-cns-lif/apl-timing-lab-v1/verify_frozen.py",
+      "sha256": "97d8a240b08baaca935f9c0278978883005dcd6fdbb4ca0d948074ef79fd349c"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/calibration.py",
+      "sha256": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/compare.py",
+      "sha256": "6e1616b086f667fa4e4b5087f500f8080281977ca9922e7b055acfddd2003bd5"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/config.json",
+      "sha256": "a8bafb9deec49d918976f2836d977ef9f13c26a6fb7f70e015879e29cf986c9a"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/context.py",
+      "sha256": "274eb13ccf38dbbc5c7f14d9d642130eb0f69072d91a090f208c30c27f87dd2b"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/finalize.py",
+      "sha256": "b6e3c67e668a971b544df32d76435ab5e537061b9fc2e8d9dedb5d2a726f5782"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/gpu_apl.py",
+      "sha256": "69f5d893f47dafff4ef7c3186c3df0b9014666b32c8f4e943b57016bec92b18a"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/legacy_apl_worker.py",
+      "sha256": "21ceec65fe42581dc55872010e0025d660e80358905f1cf4df1dadf341a3b291"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/oracle_apl.py",
+      "sha256": "357a7d3debb5abc34a8714c0233b456547a154d9d5855d28661b4f01019a80ea"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/prepare.py",
+      "sha256": "e9328567753e144fc315491970f7e02af13725b93f35e4d4b97f7c4c48ce3338"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/run_case.py",
+      "sha256": "afbe6d5a37c29bda66d38c470093584130d1852e67881c681662aec3c76b33c7"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/run_suite.py",
+      "sha256": "84c681030b0032119b5392d0c3f3c136a9c6b0d133eb548c40791a10bbbb8b63"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/test_calibration.py",
+      "sha256": "bab3136eecbc5bb09a985d715844ee845cb72b07930ce376bfb39be33bd1845a"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/test_protocol.py",
+      "sha256": "1a233f47943e01bbd845ac1dacdb1eec3f88c270c65a5f75bce1cf679b5de097"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/test_python_entry.py",
+      "sha256": "0ed665f686e3499f8543e48f1712ccb4523946971cb7a0e096cf4f6d10d3bcba"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/validate_components.py",
+      "sha256": "5cfc9a4505da6b8fb4e7d2617cdaedaa8475ed46a11ec9bdf0d4d25b1d22c2d3"
+    },
+    {
+      "path": "models/male-cns-lif/author-apl-lab-v2/verify_frozen.py",
+      "sha256": "0d0e72b2f1348f6648124c8c34f75094f76fc5e1a281fbcca130a5fad2f35293"
+    },
+    {
+      "path": "models/male-cns-lif/deterministic-runtime-v2/phase4p_revalidate.py",
+      "sha256": "c7e693a2da70acdce4f53af5c2853e52e8333acc93f88a46a5e8083eac639346"
+    },
+    {
+      "path": "models/male-cns-lif/olfactory-grounding-v1/phase4l.yaml",
+      "sha256": "9b8bcb7e031bf9063033a1854a439a7cd0bf6730301c2d2d02ca99a76f098d6e"
+    },
+    {
+      "path": "models/male-cns-lif/phase4l.py",
+      "sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553"
+    }
+  ],
+  "parent_commit": "cb6937666f96b00ae8d435a2cfb2f417ad25c040",
+  "prior_AJ_CAL_outcomes_known": true,
+  "before_new_requests_and_brain_trajectories": true,
+  "training": false,
+  "candidate_generated": false,
+  "historical_never_simulated_odor_claim": false,
+  "seed_collision_audit_scope": "Only enumerated static sources and explicitly evaluated derivations; no universal independence claim",
+  "shared_seed_across_conditions": true,
+  "new_dynamic_scope": "seed_validation then conditionally novel_to_aj",
+  "source_engine": "Unmodified SHA-pinned AJ backend functions, using original __file__ and globals",
+  "oracle_limit": "Independent Brian LIF and delay FIFO, shared frozen Torch APL component",
+  "python": "3.10.12 (main, Aug 31 2026, 10:18:17) [GCC 11.4.0]",
+  "machine": "x86_64",
+  "numpy": "2.2.6"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/protocol/validation-cases.json b/registry/phase4ak-apl-timing-validation/evidence/protocol/validation-cases.json
new file mode 100644
index 0000000..8ce666b
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/protocol/validation-cases.json
@@ -0,0 +1,1682 @@
+[
+  {
+    "name": "seed_validation-physiological-00-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 110,
+    "expected_external_events": 105.90211181640625,
+    "rates_sum": 1059.0211181640625
+  },
+  {
+    "name": "seed_validation-physiological-00-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 109,
+    "expected_external_events": 105.90211181640625,
+    "rates_sum": 1059.0211181640625
+  },
+  {
+    "name": "seed_validation-physiological-00-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 130,
+    "expected_external_events": 105.90211181640625,
+    "rates_sum": 1059.0211181640625
+  },
+  {
+    "name": "seed_validation-physiological-00-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 112,
+    "expected_external_events": 105.90211181640625,
+    "rates_sum": 1059.0211181640625
+  },
+  {
+    "name": "seed_validation-physiological-00-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 89,
+    "expected_external_events": 105.90211181640625,
+    "rates_sum": 1059.0211181640625
+  },
+  {
+    "name": "seed_validation-physiological-01-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "physiological",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741825,
+    "targets": 55,
+    "requests": 120,
+    "expected_external_events": 126.12415771484375,
+    "rates_sum": 1261.2415771484375
+  },
+  {
+    "name": "seed_validation-physiological-01-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "physiological",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741826,
+    "targets": 55,
+    "requests": 140,
+    "expected_external_events": 126.12415771484375,
+    "rates_sum": 1261.2415771484375
+  },
+  {
+    "name": "seed_validation-physiological-01-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "physiological",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741827,
+    "targets": 55,
+    "requests": 131,
+    "expected_external_events": 126.12415771484375,
+    "rates_sum": 1261.2415771484375
+  },
+  {
+    "name": "seed_validation-physiological-01-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "physiological",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741828,
+    "targets": 55,
+    "requests": 125,
+    "expected_external_events": 126.12415771484375,
+    "rates_sum": 1261.2415771484375
+  },
+  {
+    "name": "seed_validation-physiological-01-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "physiological",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741829,
+    "targets": 55,
+    "requests": 123,
+    "expected_external_events": 126.12415771484375,
+    "rates_sum": 1261.2415771484375
+  },
+  {
+    "name": "seed_validation-physiological-02-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "physiological",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741825,
+    "targets": 33,
+    "requests": 100,
+    "expected_external_events": 103.575341796875,
+    "rates_sum": 1035.75341796875
+  },
+  {
+    "name": "seed_validation-physiological-02-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "physiological",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741826,
+    "targets": 33,
+    "requests": 113,
+    "expected_external_events": 103.575341796875,
+    "rates_sum": 1035.75341796875
+  },
+  {
+    "name": "seed_validation-physiological-02-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "physiological",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741827,
+    "targets": 33,
+    "requests": 105,
+    "expected_external_events": 103.575341796875,
+    "rates_sum": 1035.75341796875
+  },
+  {
+    "name": "seed_validation-physiological-02-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "physiological",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741828,
+    "targets": 33,
+    "requests": 117,
+    "expected_external_events": 103.575341796875,
+    "rates_sum": 1035.75341796875
+  },
+  {
+    "name": "seed_validation-physiological-02-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "physiological",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741829,
+    "targets": 33,
+    "requests": 104,
+    "expected_external_events": 103.575341796875,
+    "rates_sum": 1035.75341796875
+  },
+  {
+    "name": "seed_validation-physiological-03-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "physiological",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741825,
+    "targets": 44,
+    "requests": 96,
+    "expected_external_events": 85.80020141601562,
+    "rates_sum": 858.0020141601562
+  },
+  {
+    "name": "seed_validation-physiological-03-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "physiological",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741826,
+    "targets": 44,
+    "requests": 99,
+    "expected_external_events": 85.80020141601562,
+    "rates_sum": 858.0020141601562
+  },
+  {
+    "name": "seed_validation-physiological-03-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "physiological",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741827,
+    "targets": 44,
+    "requests": 99,
+    "expected_external_events": 85.80020141601562,
+    "rates_sum": 858.0020141601562
+  },
+  {
+    "name": "seed_validation-physiological-03-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "physiological",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741828,
+    "targets": 44,
+    "requests": 98,
+    "expected_external_events": 85.80020141601562,
+    "rates_sum": 858.0020141601562
+  },
+  {
+    "name": "seed_validation-physiological-03-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "physiological",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741829,
+    "targets": 44,
+    "requests": 82,
+    "expected_external_events": 85.80020141601562,
+    "rates_sum": 858.0020141601562
+  },
+  {
+    "name": "seed_validation-physiological-04-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "physiological",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 62,
+    "expected_external_events": 77.2682861328125,
+    "rates_sum": 772.682861328125
+  },
+  {
+    "name": "seed_validation-physiological-04-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "physiological",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 86,
+    "expected_external_events": 77.2682861328125,
+    "rates_sum": 772.682861328125
+  },
+  {
+    "name": "seed_validation-physiological-04-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "physiological",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 93,
+    "expected_external_events": 77.2682861328125,
+    "rates_sum": 772.682861328125
+  },
+  {
+    "name": "seed_validation-physiological-04-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "physiological",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 87,
+    "expected_external_events": 77.2682861328125,
+    "rates_sum": 772.682861328125
+  },
+  {
+    "name": "seed_validation-physiological-04-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "physiological",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 74,
+    "expected_external_events": 77.2682861328125,
+    "rates_sum": 772.682861328125
+  },
+  {
+    "name": "seed_validation-physiological-05-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 185,
+    "expected_external_events": 174.35963134765626,
+    "rates_sum": 1743.5963134765625
+  },
+  {
+    "name": "seed_validation-physiological-05-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 181,
+    "expected_external_events": 174.35963134765626,
+    "rates_sum": 1743.5963134765625
+  },
+  {
+    "name": "seed_validation-physiological-05-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 194,
+    "expected_external_events": 174.35963134765626,
+    "rates_sum": 1743.5963134765625
+  },
+  {
+    "name": "seed_validation-physiological-05-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 167,
+    "expected_external_events": 174.35963134765626,
+    "rates_sum": 1743.5963134765625
+  },
+  {
+    "name": "seed_validation-physiological-05-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "physiological",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 155,
+    "expected_external_events": 174.35963134765626,
+    "rates_sum": 1743.5963134765625
+  },
+  {
+    "name": "seed_validation-matched_energy-00-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 107,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-00-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 106,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-00-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 125,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-00-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 109,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-00-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 0,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "odor_index": 0,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 82,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-01-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "matched_energy",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741825,
+    "targets": 55,
+    "requests": 104,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "seed_validation-matched_energy-01-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "matched_energy",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741826,
+    "targets": 55,
+    "requests": 115,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "seed_validation-matched_energy-01-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "matched_energy",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741827,
+    "targets": 55,
+    "requests": 108,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "seed_validation-matched_energy-01-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "matched_energy",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741828,
+    "targets": 55,
+    "requests": 100,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "seed_validation-matched_energy-01-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 1,
+    "mode": "matched_energy",
+    "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "odor_index": 1,
+    "seed": 1073741829,
+    "targets": 55,
+    "requests": 103,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "seed_validation-matched_energy-02-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "matched_energy",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741825,
+    "targets": 33,
+    "requests": 99,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "seed_validation-matched_energy-02-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "matched_energy",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741826,
+    "targets": 33,
+    "requests": 111,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "seed_validation-matched_energy-02-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "matched_energy",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741827,
+    "targets": 33,
+    "requests": 105,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "seed_validation-matched_energy-02-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "matched_energy",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741828,
+    "targets": 33,
+    "requests": 116,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "seed_validation-matched_energy-02-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 2,
+    "mode": "matched_energy",
+    "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "odor_index": 2,
+    "seed": 1073741829,
+    "targets": 33,
+    "requests": 102,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "seed_validation-matched_energy-03-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "matched_energy",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741825,
+    "targets": 44,
+    "requests": 113,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-03-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "matched_energy",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741826,
+    "targets": 44,
+    "requests": 118,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-03-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "matched_energy",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741827,
+    "targets": 44,
+    "requests": 112,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-03-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "matched_energy",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741828,
+    "targets": 44,
+    "requests": 117,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-03-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 3,
+    "mode": "matched_energy",
+    "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741829,
+    "targets": 44,
+    "requests": 95,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-04-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "matched_energy",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 95,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-04-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "matched_energy",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 111,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-04-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "matched_energy",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 113,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-04-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "matched_energy",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 111,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-04-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 4,
+    "mode": "matched_energy",
+    "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 98,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "seed_validation-matched_energy-05-s1073741825",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 95,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-05-s1073741826",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 101,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-05-s1073741827",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 108,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-05-s1073741828",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 109,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "seed_validation-matched_energy-05-s1073741829",
+    "cohort": "seed_validation",
+    "source_panel_split": "calibration",
+    "source_panel_row": 5,
+    "mode": "matched_energy",
+    "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+    "odor_index": 5,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 96,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-physiological-00-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "physiological",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741825,
+    "targets": 35,
+    "requests": 117,
+    "expected_external_events": 113.30283203125,
+    "rates_sum": 1133.0283203125
+  },
+  {
+    "name": "novel_to_aj-physiological-00-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "physiological",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741826,
+    "targets": 35,
+    "requests": 110,
+    "expected_external_events": 113.30283203125,
+    "rates_sum": 1133.0283203125
+  },
+  {
+    "name": "novel_to_aj-physiological-00-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "physiological",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741827,
+    "targets": 35,
+    "requests": 134,
+    "expected_external_events": 113.30283203125,
+    "rates_sum": 1133.0283203125
+  },
+  {
+    "name": "novel_to_aj-physiological-00-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "physiological",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741828,
+    "targets": 35,
+    "requests": 137,
+    "expected_external_events": 113.30283203125,
+    "rates_sum": 1133.0283203125
+  },
+  {
+    "name": "novel_to_aj-physiological-00-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "physiological",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741829,
+    "targets": 35,
+    "requests": 114,
+    "expected_external_events": 113.30283203125,
+    "rates_sum": 1133.0283203125
+  },
+  {
+    "name": "novel_to_aj-physiological-01-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "physiological",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741825,
+    "targets": 55,
+    "requests": 99,
+    "expected_external_events": 98.0925048828125,
+    "rates_sum": 980.925048828125
+  },
+  {
+    "name": "novel_to_aj-physiological-01-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "physiological",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741826,
+    "targets": 55,
+    "requests": 130,
+    "expected_external_events": 98.0925048828125,
+    "rates_sum": 980.925048828125
+  },
+  {
+    "name": "novel_to_aj-physiological-01-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "physiological",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741827,
+    "targets": 55,
+    "requests": 101,
+    "expected_external_events": 98.0925048828125,
+    "rates_sum": 980.925048828125
+  },
+  {
+    "name": "novel_to_aj-physiological-01-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "physiological",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741828,
+    "targets": 55,
+    "requests": 111,
+    "expected_external_events": 98.0925048828125,
+    "rates_sum": 980.925048828125
+  },
+  {
+    "name": "novel_to_aj-physiological-01-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "physiological",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741829,
+    "targets": 55,
+    "requests": 83,
+    "expected_external_events": 98.0925048828125,
+    "rates_sum": 980.925048828125
+  },
+  {
+    "name": "novel_to_aj-physiological-02-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "physiological",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741825,
+    "targets": 39,
+    "requests": 92,
+    "expected_external_events": 100.91329345703124,
+    "rates_sum": 1009.1329345703125
+  },
+  {
+    "name": "novel_to_aj-physiological-02-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "physiological",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741826,
+    "targets": 39,
+    "requests": 109,
+    "expected_external_events": 100.91329345703124,
+    "rates_sum": 1009.1329345703125
+  },
+  {
+    "name": "novel_to_aj-physiological-02-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "physiological",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741827,
+    "targets": 39,
+    "requests": 112,
+    "expected_external_events": 100.91329345703124,
+    "rates_sum": 1009.1329345703125
+  },
+  {
+    "name": "novel_to_aj-physiological-02-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "physiological",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741828,
+    "targets": 39,
+    "requests": 111,
+    "expected_external_events": 100.91329345703124,
+    "rates_sum": 1009.1329345703125
+  },
+  {
+    "name": "novel_to_aj-physiological-02-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "physiological",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741829,
+    "targets": 39,
+    "requests": 96,
+    "expected_external_events": 100.91329345703124,
+    "rates_sum": 1009.1329345703125
+  },
+  {
+    "name": "novel_to_aj-physiological-03-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "physiological",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741825,
+    "targets": 26,
+    "requests": 67,
+    "expected_external_events": 75.04344482421875,
+    "rates_sum": 750.4344482421875
+  },
+  {
+    "name": "novel_to_aj-physiological-03-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "physiological",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741826,
+    "targets": 26,
+    "requests": 74,
+    "expected_external_events": 75.04344482421875,
+    "rates_sum": 750.4344482421875
+  },
+  {
+    "name": "novel_to_aj-physiological-03-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "physiological",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741827,
+    "targets": 26,
+    "requests": 74,
+    "expected_external_events": 75.04344482421875,
+    "rates_sum": 750.4344482421875
+  },
+  {
+    "name": "novel_to_aj-physiological-03-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "physiological",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741828,
+    "targets": 26,
+    "requests": 82,
+    "expected_external_events": 75.04344482421875,
+    "rates_sum": 750.4344482421875
+  },
+  {
+    "name": "novel_to_aj-physiological-03-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "physiological",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741829,
+    "targets": 26,
+    "requests": 71,
+    "expected_external_events": 75.04344482421875,
+    "rates_sum": 750.4344482421875
+  },
+  {
+    "name": "novel_to_aj-physiological-04-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "physiological",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741825,
+    "targets": 50,
+    "requests": 106,
+    "expected_external_events": 107.3767822265625,
+    "rates_sum": 1073.767822265625
+  },
+  {
+    "name": "novel_to_aj-physiological-04-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "physiological",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741826,
+    "targets": 50,
+    "requests": 122,
+    "expected_external_events": 107.3767822265625,
+    "rates_sum": 1073.767822265625
+  },
+  {
+    "name": "novel_to_aj-physiological-04-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "physiological",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741827,
+    "targets": 50,
+    "requests": 119,
+    "expected_external_events": 107.3767822265625,
+    "rates_sum": 1073.767822265625
+  },
+  {
+    "name": "novel_to_aj-physiological-04-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "physiological",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741828,
+    "targets": 50,
+    "requests": 108,
+    "expected_external_events": 107.3767822265625,
+    "rates_sum": 1073.767822265625
+  },
+  {
+    "name": "novel_to_aj-physiological-04-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "physiological",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741829,
+    "targets": 50,
+    "requests": 95,
+    "expected_external_events": 107.3767822265625,
+    "rates_sum": 1073.767822265625
+  },
+  {
+    "name": "novel_to_aj-physiological-05-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "physiological",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 94,
+    "expected_external_events": 95.12998657226562,
+    "rates_sum": 951.2998657226562
+  },
+  {
+    "name": "novel_to_aj-physiological-05-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "physiological",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 97,
+    "expected_external_events": 95.12998657226562,
+    "rates_sum": 951.2998657226562
+  },
+  {
+    "name": "novel_to_aj-physiological-05-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "physiological",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 115,
+    "expected_external_events": 95.12998657226562,
+    "rates_sum": 951.2998657226562
+  },
+  {
+    "name": "novel_to_aj-physiological-05-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "physiological",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 100,
+    "expected_external_events": 95.12998657226562,
+    "rates_sum": 951.2998657226562
+  },
+  {
+    "name": "novel_to_aj-physiological-05-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "physiological",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 87,
+    "expected_external_events": 95.12998657226562,
+    "rates_sum": 951.2998657226562
+  },
+  {
+    "name": "novel_to_aj-matched_energy-00-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "matched_energy",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741825,
+    "targets": 35,
+    "requests": 109,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "novel_to_aj-matched_energy-00-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "matched_energy",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741826,
+    "targets": 35,
+    "requests": 103,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "novel_to_aj-matched_energy-00-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "matched_energy",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741827,
+    "targets": 35,
+    "requests": 121,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "novel_to_aj-matched_energy-00-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "matched_energy",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741828,
+    "targets": 35,
+    "requests": 129,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "novel_to_aj-matched_energy-00-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 6,
+    "mode": "matched_energy",
+    "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "odor_index": 0,
+    "seed": 1073741829,
+    "targets": 35,
+    "requests": 101,
+    "expected_external_events": 102.2443115234375,
+    "rates_sum": 1022.443115234375
+  },
+  {
+    "name": "novel_to_aj-matched_energy-01-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "matched_energy",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741825,
+    "targets": 55,
+    "requests": 103,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-01-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "matched_energy",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741826,
+    "targets": 55,
+    "requests": 136,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-01-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "matched_energy",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741827,
+    "targets": 55,
+    "requests": 106,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-01-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "matched_energy",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741828,
+    "targets": 55,
+    "requests": 117,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-01-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 7,
+    "mode": "matched_energy",
+    "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "odor_index": 1,
+    "seed": 1073741829,
+    "targets": 55,
+    "requests": 88,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-02-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "matched_energy",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741825,
+    "targets": 39,
+    "requests": 92,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "novel_to_aj-matched_energy-02-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "matched_energy",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741826,
+    "targets": 39,
+    "requests": 109,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "novel_to_aj-matched_energy-02-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "matched_energy",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741827,
+    "targets": 39,
+    "requests": 116,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "novel_to_aj-matched_energy-02-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "matched_energy",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741828,
+    "targets": 39,
+    "requests": 111,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "novel_to_aj-matched_energy-02-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 8,
+    "mode": "matched_energy",
+    "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "odor_index": 2,
+    "seed": 1073741829,
+    "targets": 39,
+    "requests": 97,
+    "expected_external_events": 102.24430541992187,
+    "rates_sum": 1022.4430541992188
+  },
+  {
+    "name": "novel_to_aj-matched_energy-03-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "matched_energy",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741825,
+    "targets": 26,
+    "requests": 85,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-03-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "matched_energy",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741826,
+    "targets": 26,
+    "requests": 99,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-03-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "matched_energy",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741827,
+    "targets": 26,
+    "requests": 110,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-03-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "matched_energy",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741828,
+    "targets": 26,
+    "requests": 113,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-03-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 9,
+    "mode": "matched_energy",
+    "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "odor_index": 3,
+    "seed": 1073741829,
+    "targets": 26,
+    "requests": 108,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-04-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "matched_energy",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741825,
+    "targets": 50,
+    "requests": 105,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-matched_energy-04-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "matched_energy",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741826,
+    "targets": 50,
+    "requests": 113,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-matched_energy-04-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "matched_energy",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741827,
+    "targets": 50,
+    "requests": 111,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-matched_energy-04-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "matched_energy",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741828,
+    "targets": 50,
+    "requests": 101,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-matched_energy-04-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 10,
+    "mode": "matched_energy",
+    "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "odor_index": 4,
+    "seed": 1073741829,
+    "targets": 50,
+    "requests": 88,
+    "expected_external_events": 102.24431762695312,
+    "rates_sum": 1022.4431762695312
+  },
+  {
+    "name": "novel_to_aj-matched_energy-05-s1073741825",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "matched_energy",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741825,
+    "targets": 48,
+    "requests": 104,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-05-s1073741826",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "matched_energy",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741826,
+    "targets": 48,
+    "requests": 106,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-05-s1073741827",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "matched_energy",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741827,
+    "targets": 48,
+    "requests": 127,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-05-s1073741828",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "matched_energy",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741828,
+    "targets": 48,
+    "requests": 108,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  },
+  {
+    "name": "novel_to_aj-matched_energy-05-s1073741829",
+    "cohort": "novel_to_aj",
+    "source_panel_split": "heldout",
+    "source_panel_row": 11,
+    "mode": "matched_energy",
+    "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+    "odor_index": 5,
+    "seed": 1073741829,
+    "targets": 48,
+    "requests": 93,
+    "expected_external_events": 102.24432373046875,
+    "rates_sum": 1022.4432373046875
+  }
+]
diff --git a/registry/phase4ak-apl-timing-validation/evidence/regression/frozen-five.json b/registry/phase4ak-apl-timing-validation/evidence/regression/frozen-five.json
new file mode 100644
index 0000000..33a966e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/regression/frozen-five.json
@@ -0,0 +1,323 @@
+{
+  "pass_all": true,
+  "trials": [
+    {
+      "trial": "auditory-10hz",
+      "exact": {
+        "step": true,
+        "neuron_idx": true,
+        "counts": true,
+        "v": true,
+        "g": true
+      },
+      "dtype_shape": {
+        "step": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            609920
+          ],
+          "actual_shape": [
+            609920
+          ]
+        },
+        "neuron_idx": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            609920
+          ],
+          "actual_shape": [
+            609920
+          ]
+        },
+        "counts": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "v": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "g": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        }
+      },
+      "wall_seconds": 2.6704802320018644
+    },
+    {
+      "trial": "auditory-100hz",
+      "exact": {
+        "step": true,
+        "neuron_idx": true,
+        "counts": true,
+        "v": true,
+        "g": true
+      },
+      "dtype_shape": {
+        "step": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2321608
+          ],
+          "actual_shape": [
+            2321608
+          ]
+        },
+        "neuron_idx": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2321608
+          ],
+          "actual_shape": [
+            2321608
+          ]
+        },
+        "counts": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "v": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "g": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        }
+      },
+      "wall_seconds": 4.9293679600014
+    },
+    {
+      "trial": "olfactory-50hz",
+      "exact": {
+        "step": true,
+        "neuron_idx": true,
+        "counts": true,
+        "v": true,
+        "g": true
+      },
+      "dtype_shape": {
+        "step": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2806702
+          ],
+          "actual_shape": [
+            2806702
+          ]
+        },
+        "neuron_idx": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2806702
+          ],
+          "actual_shape": [
+            2806702
+          ]
+        },
+        "counts": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "v": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "g": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        }
+      },
+      "wall_seconds": 4.935102543000539
+    },
+    {
+      "trial": "mechanosensory-50hz",
+      "exact": {
+        "step": true,
+        "neuron_idx": true,
+        "counts": true,
+        "v": true,
+        "g": true
+      },
+      "dtype_shape": {
+        "step": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2414779
+          ],
+          "actual_shape": [
+            2414779
+          ]
+        },
+        "neuron_idx": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2414779
+          ],
+          "actual_shape": [
+            2414779
+          ]
+        },
+        "counts": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "v": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "g": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        }
+      },
+      "wall_seconds": 4.940573053001572
+    },
+    {
+      "trial": "gustatory-50hz",
+      "exact": {
+        "step": true,
+        "neuron_idx": true,
+        "counts": true,
+        "v": true,
+        "g": true
+      },
+      "dtype_shape": {
+        "step": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2452226
+          ],
+          "actual_shape": [
+            2452226
+          ]
+        },
+        "neuron_idx": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            2452226
+          ],
+          "actual_shape": [
+            2452226
+          ]
+        },
+        "counts": {
+          "reference_dtype": "int32",
+          "actual_dtype": "int32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "v": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        },
+        "g": {
+          "reference_dtype": "float32",
+          "actual_dtype": "float32",
+          "reference_shape": [
+            166700
+          ],
+          "actual_shape": [
+            166700
+          ]
+        }
+      },
+      "wall_seconds": 4.951677744000335
+    }
+  ],
+  "wall_seconds": 81.96437638499992,
+  "peak_allocated_vram": 285994496,
+  "scope": "Old frozen deterministic-v2 five references only; not the new D18 hypothesis"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-after.json b/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-after.json
new file mode 100644
index 0000000..b4bc361
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-after.json
@@ -0,0 +1,181 @@
+{
+  "original": {
+    "pass": true,
+    "checked": 230239,
+    "mismatches": [],
+    "reference_sha256": "6f186112e6102f2f7969de7442fa7ee4432200a3678586cfc4e10c490b31bca4",
+    "exclusions": [
+      ".cache",
+      ".git",
+      ".mypy_cache",
+      ".pytest_cache",
+      ".venv",
+      "__pycache__",
+      "node_modules",
+      "venv"
+    ],
+    "new_stage_additions_allowed": true,
+    "meaning": "All original listed bytes checked; only newly named stage outputs are additions."
+  },
+  "models/male-cns-lif/apl-pn-scope-audit-v1": {
+    "pass": true,
+    "checked": 12,
+    "mismatches": [],
+    "manifest_sha256": "9120685eb02dc2bd3b38d42b2ade1f38f6bbc2a1ec269fd4d555cead2d628277",
+    "checksums_sha256": "55dc418f2d62be04601af33cbd8789578447e6a2289d3a581dc713cbb7466a25"
+  },
+  "experiments/phase4aa-apl-pn-scope": {
+    "pass": true,
+    "checked": 68,
+    "mismatches": [],
+    "manifest_sha256": "6d75567af2a6c0993d4fc08e272814910c19fa9602811cfacd1ebc4ba76bc737",
+    "checksums_sha256": "a69b2511689207b0d9ddbe2fabce3be71908f457bb898e3b685a213a796a272a"
+  },
+  "models/male-cns-lif/terminal-scope-diagnostic-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "5cea0035a95345825b73385c6e3056244c2a614d10a6fa6742487a331d8f0f3e",
+    "checksums_sha256": "92a03195cb41863027fd0397ad3811248354a5d3f2e91ffa2c297eba62dc2821"
+  },
+  "experiments/phase4ab-terminal-scope": {
+    "pass": true,
+    "checked": 199,
+    "mismatches": [],
+    "manifest_sha256": "cb3723f9dae29d4889489ae39f40293c927f4f9e532551e2c4d5214bf0a70140",
+    "checksums_sha256": "d83926a3055d9f9ca471ceba328076d7ceba883f267468750914080733e95e31"
+  },
+  "models/male-cns-lif/lif-semantics-audit-v1": {
+    "pass": true,
+    "checked": 7,
+    "mismatches": [],
+    "manifest_sha256": "53e53d51bba86ec11a02e920f2c2653db4c138dd9562e8416dd001780635070c",
+    "checksums_sha256": "15b7b7828492387beed2c885ad9d22af682cff1dc38198c0770ab7175759c69d"
+  },
+  "experiments/phase4ac-lif-semantics": {
+    "pass": true,
+    "checked": 57,
+    "mismatches": [],
+    "manifest_sha256": "4e7d1606e107fe72f5dad935952705260577edaba6f811d65b4105ce07abd72c",
+    "checksums_sha256": "81bb3a86454147f1562bc3592438b6a6d0091dbe1d2a777e802882ecf1d0db35"
+  },
+  "registry/feedback-context-review-20260930": {
+    "pass": true,
+    "checked": 8,
+    "mismatches": [],
+    "manifest_sha256": "8fda8506cae9b5b258fe371c8938a15e613114f4234c969fdf742d1f5133c64b",
+    "checksums_sha256": "9390c04cf4d0bcd2ed89bb4efd1db01cb2faf7dc4f23e8cb411b2ed782ba083d"
+  },
+  "models/male-cns-lif/author-semantics-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "07a22bade4892adca3a4585656aa3ecce5219790b0dc8a851a12bfd7248d3769",
+    "checksums_sha256": "a632c04e62d8072caacfa680e0da7ad785a1d0db604cf5900853fd0b01c70ee7"
+  },
+  "experiments/phase4ad-author-semantics": {
+    "pass": true,
+    "checked": 565,
+    "mismatches": [],
+    "manifest_sha256": "c939d3977a1883e86108c1e3edd25619118cec61e5c7712ae4dfa2893a73c0ca",
+    "checksums_sha256": "89ca0f11877dadb901bd2bd5d469d7bd145de980fc6b203b79daeec640a1b72c"
+  },
+  "models/male-cns-lif/author-runtime-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "7e8b0ac4adcd48eceabca7c9cc4f2c42a8746ebc673aee4490bae5a4746bbe12",
+    "checksums_sha256": "bf8eaad5963e6a6cf6bada6024ba37a36a0acb064bfc0beacd9c69dfd074b5c8"
+  },
+  "experiments/phase4ae-author-runtime": {
+    "pass": true,
+    "checked": 916,
+    "mismatches": [],
+    "manifest_sha256": "a86caca4ecbd96c2b7cf24371b28f80f37170fa8769cdd9a31c822434be1eef5",
+    "checksums_sha256": "7bd84b8365953964b24684830e1fd97fca04bef8f8c051dcad3ff95633a1ae82"
+  },
+  "models/male-cns-lif/author-fullgraph-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "ead78ed89d0daebee5281ef285bbfe9d79c69b5034830609414f7b130d3c5827",
+    "checksums_sha256": "6fd184043777b190006ce344861477b91df908eac5351f74efeb3fd1151011a0"
+  },
+  "experiments/phase4af-author-fullgraph": {
+    "pass": true,
+    "checked": 129,
+    "mismatches": [],
+    "manifest_sha256": "0646b5fc232ee44912f1c3a60d600355f5a6d97dff7cf59fccea612d822fb899",
+    "checksums_sha256": "f4d502c32ce80c70ff5271a686f09d9f72e1dc277863df1d0135ddeb09475736"
+  },
+  "models/male-cns-lif/author-apl-lab-v1": {
+    "pass": true,
+    "checked": 16,
+    "mismatches": [],
+    "manifest_sha256": "6aa01a937f1f3c6504ee92e847cf7b3a884e88aa4ef37a68b0b7d4e7deed4bf2",
+    "checksums_sha256": "8768d1cf1a4ae4de595aa5623b27c77b84b620767d202c74db5a69e7617f42b3"
+  },
+  "experiments/phase4ag-author-apl": {
+    "pass": true,
+    "checked": 333,
+    "mismatches": [],
+    "manifest_sha256": "4920e331efb7d0db6366ef1ef727c180a179c298834e45a9c06eb8e5bfc489d6",
+    "checksums_sha256": "06e0cc917ee3bf194384262d34c0762641e0403468ec556cd09866572fb87cde"
+  },
+  "models/male-cns-lif/author-apl-lab-v2": {
+    "pass": true,
+    "checked": 17,
+    "mismatches": [],
+    "manifest_sha256": "208c00961b9d895d14ac050bc23fbc18db49d0df1fcf5c20d4c3eaa8e15ff7ff",
+    "checksums_sha256": "effb9ef2cbd08ec973a01c2b9b2a9047fc0a42732601a734e733d56b93029ff1"
+  },
+  "experiments/phase4ag-author-apl-r2": {
+    "pass": true,
+    "checked": 1718,
+    "mismatches": [],
+    "manifest_sha256": "21593297c40bee58516d4d7fd16e9d8d20ffdea5f8e0652fa5dd4e903b4d96ee",
+    "checksums_sha256": "dcc61d2251cb1b425196f180e3ec3816d1fa5eb91aefda7940f9d821aae82d19"
+  },
+  "models/male-cns-lif/kc-drive-audit-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "fa89cb0a6e2dc77462057b672ffbcfabbe74b893d8f70e4b41d8b5202de15530",
+    "checksums_sha256": "ed082e56978ac841c1fd92810eb611b63d6c2238d0406c92c281bb5023bc9f70"
+  },
+  "experiments/phase4ah-kc-drive-audit": {
+    "pass": true,
+    "checked": 415,
+    "mismatches": [],
+    "manifest_sha256": "fb30ca09068d5d8dc1dc9972e00f674c5dc3aa49c7117d630607b5d9067927db",
+    "checksums_sha256": "567a3eb5758763c86146235835984a352dd860bf69489d1cf2b048d93fba05c9"
+  },
+  "models/male-cns-lif/pn-recruitment-audit-v1": {
+    "pass": true,
+    "checked": 16,
+    "mismatches": [],
+    "manifest_sha256": "a53443ac124e9bebc813867a5015d77276c2bd3edf89cd606a57d54756fe0dd7",
+    "checksums_sha256": "07964100d4836741da404ef8a785b5a24c9c6caa5c5be4c6153bfbf3aef12459"
+  },
+  "experiments/phase4ai-pn-recruitment-audit": {
+    "pass": true,
+    "checked": 734,
+    "mismatches": [],
+    "manifest_sha256": "12c6f2e9929b3f7084e8b39b90c8851185febbc0afbb7031f9eebb4c41d2731d",
+    "checksums_sha256": "2a6247fb9a9fd187cc29dee03e41f98aa6c859a1edc58bc02a2062f8ee09f848"
+  },
+  "models/male-cns-lif/apl-timing-lab-v1": {
+    "pass": true,
+    "checked": 21,
+    "mismatches": [],
+    "manifest_sha256": "52b05dd1ff30b6b51ff960fe95904532f5c147731a83f0b5c31f98ca7e53c216",
+    "checksums_sha256": "80bbbf97b242f94022c36bc00767ee82c61862bafba4981a8586c7e2cbfe3ef5"
+  },
+  "experiments/phase4aj-apl-timing": {
+    "pass": true,
+    "checked": 4954,
+    "mismatches": [],
+    "manifest_sha256": "7f490ada0db30785c61954d8b92147378ddc8bc16b229fe3808bbe501caff44a",
+    "checksums_sha256": "f483a5caec69ec37e33d101980d9a0e4d7b64e80320b864f1a4351979c0478fe"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-before.json b/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-before.json
new file mode 100644
index 0000000..b4bc361
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/regression/old-integrity-before.json
@@ -0,0 +1,181 @@
+{
+  "original": {
+    "pass": true,
+    "checked": 230239,
+    "mismatches": [],
+    "reference_sha256": "6f186112e6102f2f7969de7442fa7ee4432200a3678586cfc4e10c490b31bca4",
+    "exclusions": [
+      ".cache",
+      ".git",
+      ".mypy_cache",
+      ".pytest_cache",
+      ".venv",
+      "__pycache__",
+      "node_modules",
+      "venv"
+    ],
+    "new_stage_additions_allowed": true,
+    "meaning": "All original listed bytes checked; only newly named stage outputs are additions."
+  },
+  "models/male-cns-lif/apl-pn-scope-audit-v1": {
+    "pass": true,
+    "checked": 12,
+    "mismatches": [],
+    "manifest_sha256": "9120685eb02dc2bd3b38d42b2ade1f38f6bbc2a1ec269fd4d555cead2d628277",
+    "checksums_sha256": "55dc418f2d62be04601af33cbd8789578447e6a2289d3a581dc713cbb7466a25"
+  },
+  "experiments/phase4aa-apl-pn-scope": {
+    "pass": true,
+    "checked": 68,
+    "mismatches": [],
+    "manifest_sha256": "6d75567af2a6c0993d4fc08e272814910c19fa9602811cfacd1ebc4ba76bc737",
+    "checksums_sha256": "a69b2511689207b0d9ddbe2fabce3be71908f457bb898e3b685a213a796a272a"
+  },
+  "models/male-cns-lif/terminal-scope-diagnostic-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "5cea0035a95345825b73385c6e3056244c2a614d10a6fa6742487a331d8f0f3e",
+    "checksums_sha256": "92a03195cb41863027fd0397ad3811248354a5d3f2e91ffa2c297eba62dc2821"
+  },
+  "experiments/phase4ab-terminal-scope": {
+    "pass": true,
+    "checked": 199,
+    "mismatches": [],
+    "manifest_sha256": "cb3723f9dae29d4889489ae39f40293c927f4f9e532551e2c4d5214bf0a70140",
+    "checksums_sha256": "d83926a3055d9f9ca471ceba328076d7ceba883f267468750914080733e95e31"
+  },
+  "models/male-cns-lif/lif-semantics-audit-v1": {
+    "pass": true,
+    "checked": 7,
+    "mismatches": [],
+    "manifest_sha256": "53e53d51bba86ec11a02e920f2c2653db4c138dd9562e8416dd001780635070c",
+    "checksums_sha256": "15b7b7828492387beed2c885ad9d22af682cff1dc38198c0770ab7175759c69d"
+  },
+  "experiments/phase4ac-lif-semantics": {
+    "pass": true,
+    "checked": 57,
+    "mismatches": [],
+    "manifest_sha256": "4e7d1606e107fe72f5dad935952705260577edaba6f811d65b4105ce07abd72c",
+    "checksums_sha256": "81bb3a86454147f1562bc3592438b6a6d0091dbe1d2a777e802882ecf1d0db35"
+  },
+  "registry/feedback-context-review-20260930": {
+    "pass": true,
+    "checked": 8,
+    "mismatches": [],
+    "manifest_sha256": "8fda8506cae9b5b258fe371c8938a15e613114f4234c969fdf742d1f5133c64b",
+    "checksums_sha256": "9390c04cf4d0bcd2ed89bb4efd1db01cb2faf7dc4f23e8cb411b2ed782ba083d"
+  },
+  "models/male-cns-lif/author-semantics-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "07a22bade4892adca3a4585656aa3ecce5219790b0dc8a851a12bfd7248d3769",
+    "checksums_sha256": "a632c04e62d8072caacfa680e0da7ad785a1d0db604cf5900853fd0b01c70ee7"
+  },
+  "experiments/phase4ad-author-semantics": {
+    "pass": true,
+    "checked": 565,
+    "mismatches": [],
+    "manifest_sha256": "c939d3977a1883e86108c1e3edd25619118cec61e5c7712ae4dfa2893a73c0ca",
+    "checksums_sha256": "89ca0f11877dadb901bd2bd5d469d7bd145de980fc6b203b79daeec640a1b72c"
+  },
+  "models/male-cns-lif/author-runtime-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "7e8b0ac4adcd48eceabca7c9cc4f2c42a8746ebc673aee4490bae5a4746bbe12",
+    "checksums_sha256": "bf8eaad5963e6a6cf6bada6024ba37a36a0acb064bfc0beacd9c69dfd074b5c8"
+  },
+  "experiments/phase4ae-author-runtime": {
+    "pass": true,
+    "checked": 916,
+    "mismatches": [],
+    "manifest_sha256": "a86caca4ecbd96c2b7cf24371b28f80f37170fa8769cdd9a31c822434be1eef5",
+    "checksums_sha256": "7bd84b8365953964b24684830e1fd97fca04bef8f8c051dcad3ff95633a1ae82"
+  },
+  "models/male-cns-lif/author-fullgraph-lab-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "ead78ed89d0daebee5281ef285bbfe9d79c69b5034830609414f7b130d3c5827",
+    "checksums_sha256": "6fd184043777b190006ce344861477b91df908eac5351f74efeb3fd1151011a0"
+  },
+  "experiments/phase4af-author-fullgraph": {
+    "pass": true,
+    "checked": 129,
+    "mismatches": [],
+    "manifest_sha256": "0646b5fc232ee44912f1c3a60d600355f5a6d97dff7cf59fccea612d822fb899",
+    "checksums_sha256": "f4d502c32ce80c70ff5271a686f09d9f72e1dc277863df1d0135ddeb09475736"
+  },
+  "models/male-cns-lif/author-apl-lab-v1": {
+    "pass": true,
+    "checked": 16,
+    "mismatches": [],
+    "manifest_sha256": "6aa01a937f1f3c6504ee92e847cf7b3a884e88aa4ef37a68b0b7d4e7deed4bf2",
+    "checksums_sha256": "8768d1cf1a4ae4de595aa5623b27c77b84b620767d202c74db5a69e7617f42b3"
+  },
+  "experiments/phase4ag-author-apl": {
+    "pass": true,
+    "checked": 333,
+    "mismatches": [],
+    "manifest_sha256": "4920e331efb7d0db6366ef1ef727c180a179c298834e45a9c06eb8e5bfc489d6",
+    "checksums_sha256": "06e0cc917ee3bf194384262d34c0762641e0403468ec556cd09866572fb87cde"
+  },
+  "models/male-cns-lif/author-apl-lab-v2": {
+    "pass": true,
+    "checked": 17,
+    "mismatches": [],
+    "manifest_sha256": "208c00961b9d895d14ac050bc23fbc18db49d0df1fcf5c20d4c3eaa8e15ff7ff",
+    "checksums_sha256": "effb9ef2cbd08ec973a01c2b9b2a9047fc0a42732601a734e733d56b93029ff1"
+  },
+  "experiments/phase4ag-author-apl-r2": {
+    "pass": true,
+    "checked": 1718,
+    "mismatches": [],
+    "manifest_sha256": "21593297c40bee58516d4d7fd16e9d8d20ffdea5f8e0652fa5dd4e903b4d96ee",
+    "checksums_sha256": "dcc61d2251cb1b425196f180e3ec3816d1fa5eb91aefda7940f9d821aae82d19"
+  },
+  "models/male-cns-lif/kc-drive-audit-v1": {
+    "pass": true,
+    "checked": 11,
+    "mismatches": [],
+    "manifest_sha256": "fa89cb0a6e2dc77462057b672ffbcfabbe74b893d8f70e4b41d8b5202de15530",
+    "checksums_sha256": "ed082e56978ac841c1fd92810eb611b63d6c2238d0406c92c281bb5023bc9f70"
+  },
+  "experiments/phase4ah-kc-drive-audit": {
+    "pass": true,
+    "checked": 415,
+    "mismatches": [],
+    "manifest_sha256": "fb30ca09068d5d8dc1dc9972e00f674c5dc3aa49c7117d630607b5d9067927db",
+    "checksums_sha256": "567a3eb5758763c86146235835984a352dd860bf69489d1cf2b048d93fba05c9"
+  },
+  "models/male-cns-lif/pn-recruitment-audit-v1": {
+    "pass": true,
+    "checked": 16,
+    "mismatches": [],
+    "manifest_sha256": "a53443ac124e9bebc813867a5015d77276c2bd3edf89cd606a57d54756fe0dd7",
+    "checksums_sha256": "07964100d4836741da404ef8a785b5a24c9c6caa5c5be4c6153bfbf3aef12459"
+  },
+  "experiments/phase4ai-pn-recruitment-audit": {
+    "pass": true,
+    "checked": 734,
+    "mismatches": [],
+    "manifest_sha256": "12c6f2e9929b3f7084e8b39b90c8851185febbc0afbb7031f9eebb4c41d2731d",
+    "checksums_sha256": "2a6247fb9a9fd187cc29dee03e41f98aa6c859a1edc58bc02a2062f8ee09f848"
+  },
+  "models/male-cns-lif/apl-timing-lab-v1": {
+    "pass": true,
+    "checked": 21,
+    "mismatches": [],
+    "manifest_sha256": "52b05dd1ff30b6b51ff960fe95904532f5c147731a83f0b5c31f98ca7e53c216",
+    "checksums_sha256": "80bbbf97b242f94022c36bc00767ee82c61862bafba4981a8586c7e2cbfe3ef5"
+  },
+  "experiments/phase4aj-apl-timing": {
+    "pass": true,
+    "checked": 4954,
+    "mismatches": [],
+    "manifest_sha256": "7f490ada0db30785c61954d8b92147378ddc8bc16b229fe3808bbe501caff44a",
+    "checksums_sha256": "f483a5caec69ec37e33d101980d9a0e4d7b64e80320b864f1a4351979c0478fe"
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.json b/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.json
new file mode 100644
index 0000000..a7dcc1e
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.json
@@ -0,0 +1,17 @@
+{
+  "command": [
+    "/data/digital-drosophila/models/male-cns-lif/.venv/bin/python",
+    "-B",
+    "-m",
+    "unittest",
+    "discover",
+    "-v",
+    "-s",
+    "/data/digital-drosophila/models/male-cns-lif/apl-timing-validation-v1",
+    "-p",
+    "test_*.py"
+  ],
+  "exit_code": 0,
+  "pass_all": true,
+  "sha256": "5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.log b/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.log
new file mode 100644
index 0000000..d0e0088
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/regression/unit-tests.log
@@ -0,0 +1,53 @@
+test_duplicate_targets_rejected_not_merged (test_encoder_inputs.EncoderInputTests) ... ok
+test_empty_sparse_schedule_has_exact_shape_and_dtype (test_encoder_inputs.EncoderInputTests) ... ok
+test_exact_frozen_encoder_ast_on_synthetic_static_mapping (test_encoder_inputs.EncoderInputTests) ... ok
+test_npz_creation_is_exclusive (test_encoder_inputs.EncoderInputTests) ... ok
+test_rng_column_order_preserved_until_request_sort (test_encoder_inputs.EncoderInputTests) ... ok
+test_complete_only_representation_pass_is_not_named_learning (test_final_status.FinalStatusTests) ... ok
+test_missing_execution_or_reference_is_not_scientific_pass (test_final_status.FinalStatusTests) ... ok
+test_novel_gate_failure_is_preserved (test_final_status.FinalStatusTests) ... ok
+test_numerical_and_unlock_failure_are_not_representation_results (test_final_status.FinalStatusTests) ... ok
+test_old_integrity_or_reference_fail_overrides_new_pass (test_final_status.FinalStatusTests) ... ok
+test_seed_failure_without_novel_is_completed_scientific_failure (test_final_status.FinalStatusTests) ... ok
+test_real_sealed_comparator_accepts_complete_synthetic_d18_and_rejects_signed_zero_tail (test_runtime_bridge.ControlEvidenceTests) ... ok
+test_any_stop_marker_prevents_all_scientific_actions (test_runtime_bridge.GateTests) ... ok
+test_controls_do_not_run_brian_or_repeats (test_runtime_bridge.GateTests) ... ok
+test_duplicate_or_replaced_cell_rejected (test_runtime_bridge.GateTests) ... ok
+test_exact_120_cells_and_fixed_two_probes (test_runtime_bridge.GateTests) ... ok
+test_novel_denied_on_representation_failure_even_execution_passes (test_runtime_bridge.GateTests) ... ok
+test_novel_rejects_replaced_case_repeat_or_timing_even_with_correct_counts (test_runtime_bridge.GateTests) ... ok
+test_novel_rejects_summary_hash_or_cohort_misbinding (test_runtime_bridge.GateTests) ... ok
+test_novel_requires_both_gate_and_underlying_summary (test_runtime_bridge.GateTests) ... ok
+test_probes_before_other_seed_runs (test_runtime_bridge.GateTests) ... ok
+test_standalone_action_failure_persists_stop_and_never_retries (test_runtime_bridge.GateTests) ... ok
+test_successful_guarded_action_adds_no_stop (test_runtime_bridge.GateTests) ... ok
+test_control_allows_only_budget_difference (test_runtime_bridge.InputTests) ... ok
+test_control_refuses_overwrite_before_reading_outputs (test_runtime_bridge.InputTests) ... ok
+test_drive_and_request_bytes_both_checked (test_runtime_bridge.InputTests) ... ok
+test_exclusive_output_and_new_budget_containment (test_runtime_bridge.InputTests) ... ok
+test_initial_state_presence_and_bytes_checked (test_runtime_bridge.InputTests) ... ok
+test_real_d18_required_no_fake_d0 (test_runtime_bridge.InputTests) ... ok
+test_original_gpu_function_receives_new_paths_unchanged (test_runtime_bridge.InvocationTests) ... ok
+test_original_oracle_function_is_not_given_candidate_trace (test_runtime_bridge.InvocationTests) ... ok
+test_existing_name_collision_is_not_silently_replaced (test_runtime_bridge.LoaderTests) ... ok
+test_real_pure_sealed_module_load_does_not_import_torch_or_brian (test_runtime_bridge.LoaderTests) ... ok
+test_sha_checked_before_execution (test_runtime_bridge.LoaderTests) ... ok
+test_verified_import_preserves_file_and_globals_without_pyc (test_runtime_bridge.LoaderTests) ... ok
+test_encoder_actual_prepare_panel_row_extension (test_validation.ValidationTests) ... ok
+test_encoder_rejects_history_claim_or_changed_panel_rows (test_validation.ValidationTests) ... ok
+test_full_60_plus_12_and_pair_specific_gate_without_other_cohort_read (test_validation.ValidationTests) ... ok
+test_fullgraph_case_matches_static_physics_and_exact_input_expectation (test_validation.ValidationTests) ... ok
+test_inventory_accepts_configured_seeds_and_keeps_static_halves (test_validation.ValidationTests) ... ok
+test_inventory_rejects_missing_duplicate_mislabelled_and_unaudited_cells (test_validation.ValidationTests) ... ok
+test_missing_evidence_and_repeat_failure_never_pass_execution (test_validation.ValidationTests) ... ok
+test_no_gate_relaxation_or_subset_median (test_validation.ValidationTests) ... ok
+test_none_recompute_is_deterministic_and_writes_nothing (test_validation.ValidationTests) ... ok
+test_real_legacy_reader_record_is_relabelled_without_globals_or_numerical_changes (test_validation.ValidationTests) ... ok
+test_real_reader_still_rejects_missing_state_and_delay_zero (test_validation.ValidationTests) ... ok
+test_representation_failure_keeps_all_runs_and_is_not_execution_failure (test_validation.ValidationTests) ... ok
+test_source_pins_and_globals_are_unchanged (test_validation.ValidationTests) ... ok
+
+----------------------------------------------------------------------
+Ran 48 tests in 3.176s
+
+OK
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/matched_energy.json b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/matched_energy.json
new file mode 100644
index 0000000..eacc73c
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/matched_energy.json
@@ -0,0 +1,166 @@
+{
+  "KC_active_fraction_mean": 0.032578740157480315,
+  "KC_active_fraction_min": 0.024114173228346455,
+  "KC_active_fraction_max": 0.04207677165354331,
+  "same_odor_jaccard_mean": 0.5239554366482554,
+  "different_odor_jaccard_mean": 0.44904181896379547,
+  "same_odor_euclidean_mean": 9.102811594102214,
+  "different_odor_euclidean_mean": 10.059135414486558,
+  "different_odor_cosine_mean": 0.6518920051239021,
+  "different_odor_correlation_mean": 0.6409578045477166,
+  "within_variance": 1.5388210822783166,
+  "between_distance_mean": 10.059135414486558,
+  "pairwise_separation_pass_count": 14,
+  "pair_count": 15,
+  "expected_event_count_cv": 7.010869393073676e-08,
+  "actual_event_count_cv": 0.1422489626775089,
+  "within_distance_count": 60,
+  "between_distance_count": 75,
+  "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+  "pairs": [
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.380596156725295,
+      "within_this_pair_mean": 9.390881452924594,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "between_same_seed_mean": 8.721262082788783,
+      "within_this_pair_mean": 9.188801315156862,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.472982518961913,
+      "within_this_pair_mean": 8.588071035470781,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.929259487895177,
+      "within_this_pair_mean": 9.299536627278005,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.448313613396941,
+      "within_this_pair_mean": 9.167607902224665,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "between_same_seed_mean": 10.113217179320108,
+      "within_this_pair_mean": 9.416450992707322,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.47476376476216,
+      "within_this_pair_mean": 8.815720713021244,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 11.015388874343952,
+      "within_this_pair_mean": 9.527186304828465,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.777806429051953,
+      "within_this_pair_mean": 9.395257579775125,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.0290539361573,
+      "within_this_pair_mean": 8.613640575253509,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.173719143479167,
+      "within_this_pair_mean": 9.325106167060733,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.64997199220617,
+      "within_this_pair_mean": 9.193177442007393,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 11.155064794169743,
+      "within_this_pair_mean": 8.724375887374654,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.868904626045918,
+      "within_this_pair_mean": 8.592447162321312,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.67672661799379,
+      "within_this_pair_mean": 9.303912754128536,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    }
+  ],
+  "conditions": {
+    "mean_sparsity_in_closed_interval": true,
+    "maximum_strictly_below_half": true,
+    "minimum_strictly_positive": true,
+    "same_jaccard_gt_different": true,
+    "different_euclidean_gt_same": true,
+    "at_least_original_pair_count": true
+  },
+  "gate": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/physiological.json b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/physiological.json
new file mode 100644
index 0000000..7dff9a3
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/physiological.json
@@ -0,0 +1,166 @@
+{
+  "KC_active_fraction_mean": 0.03276738845144357,
+  "KC_active_fraction_min": 0.024114173228346455,
+  "KC_active_fraction_max": 0.04207677165354331,
+  "same_odor_jaccard_mean": 0.511063186596153,
+  "different_odor_jaccard_mean": 0.44427234402124827,
+  "same_odor_euclidean_mean": 9.307077613590456,
+  "different_odor_euclidean_mean": 10.158884523737116,
+  "different_odor_cosine_mean": 0.6464818127000084,
+  "different_odor_correlation_mean": 0.6352979950685402,
+  "within_variance": 1.9783062946033647,
+  "between_distance_mean": 10.158884523737116,
+  "pairwise_separation_pass_count": 14,
+  "pair_count": 15,
+  "expected_event_count_cv": 0.12424037109555007,
+  "actual_event_count_cv": 0.20658079720887876,
+  "within_distance_count": 60,
+  "between_distance_count": 75,
+  "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+  "pairs": [
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.56241415064779,
+      "within_this_pair_mean": 9.520081809153249,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "between_same_seed_mean": 8.703797823210492,
+      "within_this_pair_mean": 9.220436536747636,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.424442150929126,
+      "within_this_pair_mean": 8.773917981584498,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.974376028543082,
+      "within_this_pair_mean": 9.326523250216884,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.934006799989007,
+      "within_this_pair_mean": 9.533277700180468,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "between_same_seed_mean": 10.259616399776231,
+      "within_this_pair_mean": 9.514016127345204,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.808663391743993,
+      "within_this_pair_mean": 9.067497572182065,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 11.300785166757837,
+      "within_this_pair_mean": 9.620102840814452,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.966927055456917,
+      "within_this_pair_mean": 9.826857290778033,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.573002534425056,
+      "within_this_pair_mean": 8.767852299776452,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.343049549396941,
+      "within_this_pair_mean": 9.320457568408838,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.151643690744098,
+      "within_this_pair_mean": 9.52721201837242,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.58171763085694,
+      "within_this_pair_mean": 8.8739390132457,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.777480180390343,
+      "within_this_pair_mean": 9.080693463209283,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.021345303188914,
+      "within_this_pair_mean": 9.633298731841672,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    }
+  ],
+  "conditions": {
+    "mean_sparsity_in_closed_interval": true,
+    "maximum_strictly_below_half": true,
+    "minimum_strictly_positive": true,
+    "same_jaccard_gt_different": true,
+    "different_euclidean_gt_same": true,
+    "at_least_original_pair_count": true
+  },
+  "gate": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/summary.json b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/summary.json
new file mode 100644
index 0000000..934d1cf
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/novel_to_aj/summary.json
@@ -0,0 +1,4657 @@
+{
+  "cohort": "novel_to_aj",
+  "source_panel_split": "heldout",
+  "pass_all": true,
+  "execution_gate_pass": true,
+  "numerical_integrity_pass": true,
+  "exact_repeat_pass": true,
+  "representation_gate_pass": true,
+  "original_representation_gate_pass": true,
+  "expected_base_trials": 60,
+  "valid_base_trials": 60,
+  "expected_repeats": 12,
+  "checked_repeats": 12,
+  "checked_timing_trials": 72,
+  "modes": {
+    "physiological": {
+      "KC_active_fraction_mean": 0.03276738845144357,
+      "KC_active_fraction_min": 0.024114173228346455,
+      "KC_active_fraction_max": 0.04207677165354331,
+      "same_odor_jaccard_mean": 0.511063186596153,
+      "different_odor_jaccard_mean": 0.44427234402124827,
+      "same_odor_euclidean_mean": 9.307077613590456,
+      "different_odor_euclidean_mean": 10.158884523737116,
+      "different_odor_cosine_mean": 0.6464818127000084,
+      "different_odor_correlation_mean": 0.6352979950685402,
+      "within_variance": 1.9783062946033647,
+      "between_distance_mean": 10.158884523737116,
+      "pairwise_separation_pass_count": 14,
+      "pair_count": 15,
+      "expected_event_count_cv": 0.12424037109555007,
+      "actual_event_count_cv": 0.20658079720887876,
+      "within_distance_count": 60,
+      "between_distance_count": 75,
+      "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+      "pairs": [
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.56241415064779,
+          "within_this_pair_mean": 9.520081809153249,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "between_same_seed_mean": 8.703797823210492,
+          "within_this_pair_mean": 9.220436536747636,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.424442150929126,
+          "within_this_pair_mean": 8.773917981584498,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.974376028543082,
+          "within_this_pair_mean": 9.326523250216884,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.934006799989007,
+          "within_this_pair_mean": 9.533277700180468,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "between_same_seed_mean": 10.259616399776231,
+          "within_this_pair_mean": 9.514016127345204,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.808663391743993,
+          "within_this_pair_mean": 9.067497572182065,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 11.300785166757837,
+          "within_this_pair_mean": 9.620102840814452,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.966927055456917,
+          "within_this_pair_mean": 9.826857290778033,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.573002534425056,
+          "within_this_pair_mean": 8.767852299776452,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.343049549396941,
+          "within_this_pair_mean": 9.320457568408838,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.151643690744098,
+          "within_this_pair_mean": 9.52721201837242,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.58171763085694,
+          "within_this_pair_mean": 8.8739390132457,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.777480180390343,
+          "within_this_pair_mean": 9.080693463209283,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.021345303188914,
+          "within_this_pair_mean": 9.633298731841672,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        }
+      ],
+      "conditions": {
+        "mean_sparsity_in_closed_interval": true,
+        "maximum_strictly_below_half": true,
+        "minimum_strictly_positive": true,
+        "same_jaccard_gt_different": true,
+        "different_euclidean_gt_same": true,
+        "at_least_original_pair_count": true
+      },
+      "gate": true
+    },
+    "matched_energy": {
+      "KC_active_fraction_mean": 0.032578740157480315,
+      "KC_active_fraction_min": 0.024114173228346455,
+      "KC_active_fraction_max": 0.04207677165354331,
+      "same_odor_jaccard_mean": 0.5239554366482554,
+      "different_odor_jaccard_mean": 0.44904181896379547,
+      "same_odor_euclidean_mean": 9.102811594102214,
+      "different_odor_euclidean_mean": 10.059135414486558,
+      "different_odor_cosine_mean": 0.6518920051239021,
+      "different_odor_correlation_mean": 0.6409578045477166,
+      "within_variance": 1.5388210822783166,
+      "between_distance_mean": 10.059135414486558,
+      "pairwise_separation_pass_count": 14,
+      "pair_count": 15,
+      "expected_event_count_cv": 7.010869393073676e-08,
+      "actual_event_count_cv": 0.1422489626775089,
+      "within_distance_count": 60,
+      "between_distance_count": 75,
+      "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+      "pairs": [
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.380596156725295,
+          "within_this_pair_mean": 9.390881452924594,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "between_same_seed_mean": 8.721262082788783,
+          "within_this_pair_mean": 9.188801315156862,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.472982518961913,
+          "within_this_pair_mean": 8.588071035470781,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.929259487895177,
+          "within_this_pair_mean": 9.299536627278005,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.448313613396941,
+          "within_this_pair_mean": 9.167607902224665,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "between_same_seed_mean": 10.113217179320108,
+          "within_this_pair_mean": 9.416450992707322,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.47476376476216,
+          "within_this_pair_mean": 8.815720713021244,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 11.015388874343952,
+          "within_this_pair_mean": 9.527186304828465,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.777806429051953,
+          "within_this_pair_mean": 9.395257579775125,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.0290539361573,
+          "within_this_pair_mean": 8.613640575253509,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.173719143479167,
+          "within_this_pair_mean": 9.325106167060733,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.64997199220617,
+          "within_this_pair_mean": 9.193177442007393,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_id_b": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "between_same_seed_mean": 11.155064794169743,
+          "within_this_pair_mean": 8.724375887374654,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.868904626045918,
+          "within_this_pair_mean": 8.592447162321312,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_id_b": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.67672661799379,
+          "within_this_pair_mean": 9.303912754128536,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        }
+      ],
+      "conditions": {
+        "mean_sparsity_in_closed_interval": true,
+        "maximum_strictly_below_half": true,
+        "minimum_strictly_positive": true,
+        "same_jaccard_gt_different": true,
+        "different_euclidean_gt_same": true,
+        "at_least_original_pair_count": true
+      },
+      "gate": true
+    }
+  },
+  "runs": [
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "mode": "physiological",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 160,
+      "KC_active_fraction": 0.03937007874015748,
+      "KC_spikes": 163,
+      "KC_first_latency_ms": 13.0,
+      "external_events": 80,
+      "expected_external_events": 113.30283203125,
+      "total_PN_rate_hz": 1133.0283203125,
+      "finite": true,
+      "total_spikes": 29986,
+      "requested": 117,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741826",
+      "mode": "physiological",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 126,
+      "KC_active_fraction": 0.031003937007874016,
+      "KC_spikes": 129,
+      "KC_first_latency_ms": 13.9,
+      "external_events": 80,
+      "expected_external_events": 113.30283203125,
+      "total_PN_rate_hz": 1133.0283203125,
+      "finite": true,
+      "total_spikes": 31442,
+      "requested": 110,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741827",
+      "mode": "physiological",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 131,
+      "KC_active_fraction": 0.032234251968503935,
+      "KC_spikes": 134,
+      "KC_first_latency_ms": 14.100000000000001,
+      "external_events": 95,
+      "expected_external_events": 113.30283203125,
+      "total_PN_rate_hz": 1133.0283203125,
+      "finite": true,
+      "total_spikes": 30248,
+      "requested": 134,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741828",
+      "mode": "physiological",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 129,
+      "KC_active_fraction": 0.03174212598425197,
+      "KC_spikes": 132,
+      "KC_first_latency_ms": 15.100000000000001,
+      "external_events": 102,
+      "expected_external_events": 113.30283203125,
+      "total_PN_rate_hz": 1133.0283203125,
+      "finite": true,
+      "total_spikes": 30936,
+      "requested": 137,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741829",
+      "mode": "physiological",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 138,
+      "KC_active_fraction": 0.03395669291338583,
+      "KC_spikes": 141,
+      "KC_first_latency_ms": 13.700000000000001,
+      "external_events": 80,
+      "expected_external_events": 113.30283203125,
+      "total_PN_rate_hz": 1133.0283203125,
+      "finite": true,
+      "total_spikes": 31556,
+      "requested": 114,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "mode": "physiological",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 126,
+      "KC_active_fraction": 0.031003937007874016,
+      "KC_spikes": 129,
+      "KC_first_latency_ms": 14.200000000000001,
+      "external_events": 67,
+      "expected_external_events": 98.0925048828125,
+      "total_PN_rate_hz": 980.925048828125,
+      "finite": true,
+      "total_spikes": 30156,
+      "requested": 99,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741826",
+      "mode": "physiological",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 113,
+      "KC_active_fraction": 0.02780511811023622,
+      "KC_spikes": 116,
+      "KC_first_latency_ms": 18.6,
+      "external_events": 99,
+      "expected_external_events": 98.0925048828125,
+      "total_PN_rate_hz": 980.925048828125,
+      "finite": true,
+      "total_spikes": 29491,
+      "requested": 130,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741827",
+      "mode": "physiological",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 139,
+      "KC_active_fraction": 0.03420275590551181,
+      "KC_spikes": 141,
+      "KC_first_latency_ms": 22.0,
+      "external_events": 77,
+      "expected_external_events": 98.0925048828125,
+      "total_PN_rate_hz": 980.925048828125,
+      "finite": true,
+      "total_spikes": 28706,
+      "requested": 101,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741828",
+      "mode": "physiological",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 162,
+      "KC_active_fraction": 0.03986220472440945,
+      "KC_spikes": 166,
+      "KC_first_latency_ms": 18.8,
+      "external_events": 84,
+      "expected_external_events": 98.0925048828125,
+      "total_PN_rate_hz": 980.925048828125,
+      "finite": true,
+      "total_spikes": 30563,
+      "requested": 111,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741829",
+      "mode": "physiological",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 137,
+      "KC_active_fraction": 0.033710629921259845,
+      "KC_spikes": 140,
+      "KC_first_latency_ms": 21.400000000000002,
+      "external_events": 63,
+      "expected_external_events": 98.0925048828125,
+      "total_PN_rate_hz": 980.925048828125,
+      "finite": true,
+      "total_spikes": 29060,
+      "requested": 83,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "mode": "physiological",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 150,
+      "KC_active_fraction": 0.036909448818897635,
+      "KC_spikes": 153,
+      "KC_first_latency_ms": 12.8,
+      "external_events": 65,
+      "expected_external_events": 100.91329345703124,
+      "total_PN_rate_hz": 1009.1329345703125,
+      "finite": true,
+      "total_spikes": 29608,
+      "requested": 92,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741826",
+      "mode": "physiological",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 129,
+      "KC_active_fraction": 0.03174212598425197,
+      "KC_spikes": 132,
+      "KC_first_latency_ms": 14.8,
+      "external_events": 78,
+      "expected_external_events": 100.91329345703124,
+      "total_PN_rate_hz": 1009.1329345703125,
+      "finite": true,
+      "total_spikes": 30410,
+      "requested": 109,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741827",
+      "mode": "physiological",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 114,
+      "KC_active_fraction": 0.028051181102362203,
+      "KC_spikes": 117,
+      "KC_first_latency_ms": 16.900000000000002,
+      "external_events": 74,
+      "expected_external_events": 100.91329345703124,
+      "total_PN_rate_hz": 1009.1329345703125,
+      "finite": true,
+      "total_spikes": 29791,
+      "requested": 112,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741828",
+      "mode": "physiological",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 98,
+      "KC_active_fraction": 0.024114173228346455,
+      "KC_spikes": 101,
+      "KC_first_latency_ms": 16.0,
+      "external_events": 86,
+      "expected_external_events": 100.91329345703124,
+      "total_PN_rate_hz": 1009.1329345703125,
+      "finite": true,
+      "total_spikes": 30196,
+      "requested": 111,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741829",
+      "mode": "physiological",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 137,
+      "KC_active_fraction": 0.033710629921259845,
+      "KC_spikes": 140,
+      "KC_first_latency_ms": 13.3,
+      "external_events": 65,
+      "expected_external_events": 100.91329345703124,
+      "total_PN_rate_hz": 1009.1329345703125,
+      "finite": true,
+      "total_spikes": 31102,
+      "requested": 96,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "mode": "physiological",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 116,
+      "KC_active_fraction": 0.028543307086614175,
+      "KC_spikes": 119,
+      "KC_first_latency_ms": 20.400000000000002,
+      "external_events": 39,
+      "expected_external_events": 75.04344482421875,
+      "total_PN_rate_hz": 750.4344482421875,
+      "finite": true,
+      "total_spikes": 29285,
+      "requested": 67,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741826",
+      "mode": "physiological",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 120,
+      "KC_active_fraction": 0.02952755905511811,
+      "KC_spikes": 123,
+      "KC_first_latency_ms": 24.0,
+      "external_events": 49,
+      "expected_external_events": 75.04344482421875,
+      "total_PN_rate_hz": 750.4344482421875,
+      "finite": true,
+      "total_spikes": 26849,
+      "requested": 74,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741827",
+      "mode": "physiological",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 118,
+      "KC_active_fraction": 0.029035433070866142,
+      "KC_spikes": 121,
+      "KC_first_latency_ms": 18.8,
+      "external_events": 50,
+      "expected_external_events": 75.04344482421875,
+      "total_PN_rate_hz": 750.4344482421875,
+      "finite": true,
+      "total_spikes": 29881,
+      "requested": 74,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741828",
+      "mode": "physiological",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 118,
+      "KC_active_fraction": 0.029035433070866142,
+      "KC_spikes": 120,
+      "KC_first_latency_ms": 19.3,
+      "external_events": 58,
+      "expected_external_events": 75.04344482421875,
+      "total_PN_rate_hz": 750.4344482421875,
+      "finite": true,
+      "total_spikes": 30146,
+      "requested": 82,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741829",
+      "mode": "physiological",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 110,
+      "KC_active_fraction": 0.027066929133858268,
+      "KC_spikes": 112,
+      "KC_first_latency_ms": 23.1,
+      "external_events": 47,
+      "expected_external_events": 75.04344482421875,
+      "total_PN_rate_hz": 750.4344482421875,
+      "finite": true,
+      "total_spikes": 28171,
+      "requested": 71,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "mode": "physiological",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 171,
+      "KC_active_fraction": 0.04207677165354331,
+      "KC_spikes": 174,
+      "KC_first_latency_ms": 15.8,
+      "external_events": 64,
+      "expected_external_events": 107.3767822265625,
+      "total_PN_rate_hz": 1073.767822265625,
+      "finite": true,
+      "total_spikes": 29344,
+      "requested": 106,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741826",
+      "mode": "physiological",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 162,
+      "KC_active_fraction": 0.03986220472440945,
+      "KC_spikes": 165,
+      "KC_first_latency_ms": 17.2,
+      "external_events": 82,
+      "expected_external_events": 107.3767822265625,
+      "total_PN_rate_hz": 1073.767822265625,
+      "finite": true,
+      "total_spikes": 30895,
+      "requested": 122,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741827",
+      "mode": "physiological",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 155,
+      "KC_active_fraction": 0.03813976377952756,
+      "KC_spikes": 158,
+      "KC_first_latency_ms": 15.0,
+      "external_events": 80,
+      "expected_external_events": 107.3767822265625,
+      "total_PN_rate_hz": 1073.767822265625,
+      "finite": true,
+      "total_spikes": 30231,
+      "requested": 119,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741828",
+      "mode": "physiological",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 123,
+      "KC_active_fraction": 0.03026574803149606,
+      "KC_spikes": 126,
+      "KC_first_latency_ms": 17.6,
+      "external_events": 73,
+      "expected_external_events": 107.3767822265625,
+      "total_PN_rate_hz": 1073.767822265625,
+      "finite": true,
+      "total_spikes": 30101,
+      "requested": 108,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741829",
+      "mode": "physiological",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 141,
+      "KC_active_fraction": 0.03469488188976378,
+      "KC_spikes": 144,
+      "KC_first_latency_ms": 15.4,
+      "external_events": 60,
+      "expected_external_events": 107.3767822265625,
+      "total_PN_rate_hz": 1073.767822265625,
+      "finite": true,
+      "total_spikes": 28991,
+      "requested": 95,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "mode": "physiological",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 169,
+      "KC_active_fraction": 0.04158464566929134,
+      "KC_spikes": 173,
+      "KC_first_latency_ms": 16.900000000000002,
+      "external_events": 74,
+      "expected_external_events": 95.12998657226562,
+      "total_PN_rate_hz": 951.2998657226562,
+      "finite": true,
+      "total_spikes": 30843,
+      "requested": 94,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741826",
+      "mode": "physiological",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 136,
+      "KC_active_fraction": 0.03346456692913386,
+      "KC_spikes": 139,
+      "KC_first_latency_ms": 19.900000000000002,
+      "external_events": 71,
+      "expected_external_events": 95.12998657226562,
+      "total_PN_rate_hz": 951.2998657226562,
+      "finite": true,
+      "total_spikes": 29174,
+      "requested": 97,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741827",
+      "mode": "physiological",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 134,
+      "KC_active_fraction": 0.03297244094488189,
+      "KC_spikes": 136,
+      "KC_first_latency_ms": 21.700000000000003,
+      "external_events": 84,
+      "expected_external_events": 95.12998657226562,
+      "total_PN_rate_hz": 951.2998657226562,
+      "finite": true,
+      "total_spikes": 27862,
+      "requested": 115,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741828",
+      "mode": "physiological",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 126,
+      "KC_active_fraction": 0.031003937007874016,
+      "KC_spikes": 128,
+      "KC_first_latency_ms": 19.900000000000002,
+      "external_events": 72,
+      "expected_external_events": 95.12998657226562,
+      "total_PN_rate_hz": 951.2998657226562,
+      "finite": true,
+      "total_spikes": 30052,
+      "requested": 100,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741829",
+      "mode": "physiological",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 107,
+      "KC_active_fraction": 0.026328740157480313,
+      "KC_spikes": 109,
+      "KC_first_latency_ms": 26.0,
+      "external_events": 66,
+      "expected_external_events": 95.12998657226562,
+      "total_PN_rate_hz": 951.2998657226562,
+      "finite": true,
+      "total_spikes": 25813,
+      "requested": 87,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 160,
+      "KC_active_fraction": 0.03937007874015748,
+      "KC_spikes": 163,
+      "KC_first_latency_ms": 13.0,
+      "external_events": 79,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 29962,
+      "requested": 109,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 126,
+      "KC_active_fraction": 0.031003937007874016,
+      "KC_spikes": 129,
+      "KC_first_latency_ms": 13.9,
+      "external_events": 73,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 31389,
+      "requested": 103,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 124,
+      "KC_active_fraction": 0.03051181102362205,
+      "KC_spikes": 127,
+      "KC_first_latency_ms": 15.3,
+      "external_events": 85,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 29975,
+      "requested": 121,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 129,
+      "KC_active_fraction": 0.03174212598425197,
+      "KC_spikes": 132,
+      "KC_first_latency_ms": 15.100000000000001,
+      "external_events": 96,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 30725,
+      "requested": 129,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-methylsulfanylpropanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 135,
+      "KC_active_fraction": 0.03321850393700788,
+      "KC_spikes": 138,
+      "KC_first_latency_ms": 13.700000000000001,
+      "external_events": 70,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 30776,
+      "requested": 101,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 6
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 126,
+      "KC_active_fraction": 0.031003937007874016,
+      "KC_spikes": 129,
+      "KC_first_latency_ms": 14.200000000000001,
+      "external_events": 70,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30482,
+      "requested": 103,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 128,
+      "KC_active_fraction": 0.031496062992125984,
+      "KC_spikes": 131,
+      "KC_first_latency_ms": 17.6,
+      "external_events": 100,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29490,
+      "requested": 136,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 136,
+      "KC_active_fraction": 0.03346456692913386,
+      "KC_spikes": 139,
+      "KC_first_latency_ms": 22.0,
+      "external_events": 82,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 28723,
+      "requested": 106,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 162,
+      "KC_active_fraction": 0.03986220472440945,
+      "KC_spikes": 166,
+      "KC_first_latency_ms": 18.8,
+      "external_events": 85,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30073,
+      "requested": 117,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+      "odor_name": "ethyl 3-hydroxyhexanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 135,
+      "KC_active_fraction": 0.03321850393700788,
+      "KC_spikes": 138,
+      "KC_first_latency_ms": 21.400000000000002,
+      "external_events": 65,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29207,
+      "requested": 88,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 7
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 150,
+      "KC_active_fraction": 0.036909448818897635,
+      "KC_spikes": 153,
+      "KC_first_latency_ms": 12.8,
+      "external_events": 65,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 29608,
+      "requested": 92,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 129,
+      "KC_active_fraction": 0.03174212598425197,
+      "KC_spikes": 132,
+      "KC_first_latency_ms": 14.8,
+      "external_events": 78,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 30410,
+      "requested": 109,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 114,
+      "KC_active_fraction": 0.028051181102362203,
+      "KC_spikes": 117,
+      "KC_first_latency_ms": 16.900000000000002,
+      "external_events": 78,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 29775,
+      "requested": 116,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 98,
+      "KC_active_fraction": 0.024114173228346455,
+      "KC_spikes": 101,
+      "KC_first_latency_ms": 16.0,
+      "external_events": 86,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 30196,
+      "requested": 111,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+      "odor_name": "(2S)-heptan-2-ol",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 137,
+      "KC_active_fraction": 0.033710629921259845,
+      "KC_spikes": 140,
+      "KC_first_latency_ms": 13.3,
+      "external_events": 65,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 31102,
+      "requested": 97,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 8
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 124,
+      "KC_active_fraction": 0.03051181102362205,
+      "KC_spikes": 126,
+      "KC_first_latency_ms": 19.200000000000003,
+      "external_events": 52,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 28840,
+      "requested": 85,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 110,
+      "KC_active_fraction": 0.027066929133858268,
+      "KC_spikes": 113,
+      "KC_first_latency_ms": 20.900000000000002,
+      "external_events": 68,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 27654,
+      "requested": 99,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 120,
+      "KC_active_fraction": 0.02952755905511811,
+      "KC_spikes": 123,
+      "KC_first_latency_ms": 17.0,
+      "external_events": 84,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30028,
+      "requested": 110,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 122,
+      "KC_active_fraction": 0.030019685039370077,
+      "KC_spikes": 125,
+      "KC_first_latency_ms": 18.900000000000002,
+      "external_events": 78,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29329,
+      "requested": 113,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+      "odor_name": "4-ethylphenol",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 117,
+      "KC_active_fraction": 0.02878937007874016,
+      "KC_spikes": 120,
+      "KC_first_latency_ms": 18.400000000000002,
+      "external_events": 72,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29558,
+      "requested": 108,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 9
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 171,
+      "KC_active_fraction": 0.04207677165354331,
+      "KC_spikes": 174,
+      "KC_first_latency_ms": 15.8,
+      "external_events": 64,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29344,
+      "requested": 105,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 156,
+      "KC_active_fraction": 0.038385826771653545,
+      "KC_spikes": 159,
+      "KC_first_latency_ms": 17.1,
+      "external_events": 70,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29930,
+      "requested": 113,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 157,
+      "KC_active_fraction": 0.03863188976377953,
+      "KC_spikes": 160,
+      "KC_first_latency_ms": 15.0,
+      "external_events": 75,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30746,
+      "requested": 111,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 132,
+      "KC_active_fraction": 0.03248031496062992,
+      "KC_spikes": 135,
+      "KC_first_latency_ms": 17.8,
+      "external_events": 66,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29387,
+      "requested": 101,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+      "odor_name": "3-hexanone",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 130,
+      "KC_active_fraction": 0.03198818897637795,
+      "KC_spikes": 133,
+      "KC_first_latency_ms": 15.4,
+      "external_events": 59,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29814,
+      "requested": 88,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 10
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741825,
+      "split": "novel_to_aj",
+      "KC_active": 151,
+      "KC_active_fraction": 0.037155511811023625,
+      "KC_spikes": 155,
+      "KC_first_latency_ms": 16.900000000000002,
+      "external_events": 79,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 31130,
+      "requested": 104,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741826,
+      "split": "novel_to_aj",
+      "KC_active": 138,
+      "KC_active_fraction": 0.03395669291338583,
+      "KC_spikes": 140,
+      "KC_first_latency_ms": 19.8,
+      "external_events": 72,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30347,
+      "requested": 106,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741827,
+      "split": "novel_to_aj",
+      "KC_active": 129,
+      "KC_active_fraction": 0.03174212598425197,
+      "KC_spikes": 131,
+      "KC_first_latency_ms": 21.8,
+      "external_events": 92,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 27898,
+      "requested": 127,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741828,
+      "split": "novel_to_aj",
+      "KC_active": 119,
+      "KC_active_fraction": 0.029281496062992126,
+      "KC_spikes": 121,
+      "KC_first_latency_ms": 18.400000000000002,
+      "external_events": 78,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30745,
+      "requested": 108,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+      "odor_name": "methyl 3-hydroxy hexanoate",
+      "seed": 1073741829,
+      "split": "novel_to_aj",
+      "KC_active": 107,
+      "KC_active_fraction": 0.026328740157480313,
+      "KC_spikes": 109,
+      "KC_first_latency_ms": 26.0,
+      "external_events": 71,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 25989,
+      "requested": 93,
+      "cohort": "novel_to_aj",
+      "validation_cohort": "novel_to_aj",
+      "source_panel_split": "heldout",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 11
+    }
+  ],
+  "repeats": [
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    }
+  ],
+  "timing_checks": [
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    }
+  ],
+  "failures": [],
+  "input_output_provenance": [
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+        "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+        "summary.json": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01",
+        "tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+        "queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+        "requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+        "apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+        "apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+        "apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+        "apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+        "apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845",
+        "requests.npz": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+        "summary.json": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4",
+        "tick-state-hashes.jsonl": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+        "queue.jsonl": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+        "requests.csv": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+        "apl-state.float32.npy": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+        "apl-inhibition.float32.npy": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+        "apl-applied.float32.npy": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+        "apl-pending-tail.float32.npy": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+        "apl-timing-audit.json": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441",
+        "requests.npz": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "1d077d597a739ee758c1ea0ac07cea5b6bd269364bf295547ce42898f23e1135",
+        "summary.json": "cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483",
+        "tick-state-hashes.jsonl": "08e644319916a618cb326cd3604e9cf7ab51d3f4ff5e817728e7ee258369f4ca",
+        "queue.jsonl": "b80fc3f830a2eb44d883b9dc52f829c62fc7c5fc6f46936c1af3cd447cd907b6",
+        "requests.csv": "dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ba797456b196bae1399213db79823c8d6e48a56d270ff5c87beb9d929b8829b3",
+        "apl-state.float32.npy": "5aafb32d3039ff47a2a951c2d2fc84b06e4cdf134597f3ea5478e0f5b968d7de",
+        "apl-inhibition.float32.npy": "32146beeacc8fe093b1a213ccc6c4398769015457a92a9f903b4baa34e5c9fbd",
+        "apl-applied.float32.npy": "9ab8412898d43ce905382b501e2b3f1e5b0d0b5c20da664b1863a4c165e66371",
+        "apl-pending-tail.float32.npy": "d3c6c0ec344876961cc63f2ac848d098f44fc68e0cf851cee33014c8d2e78914",
+        "apl-timing-audit.json": "84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083",
+        "requests.npz": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "581277b16090cf5b796f306e2b772195ad08cb5a1ca814ff2cd54db402bb126c",
+        "summary.json": "85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d",
+        "tick-state-hashes.jsonl": "e58f00f650da5cae15bd63dca5c998faf0cfec6ec491f635fad2b9fc7a812d17",
+        "queue.jsonl": "a5e1f1e91c41b0d6c4923dee6bffb04d76b1891c19e0679c75f992577daa728b",
+        "requests.csv": "313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c8e98a05da0374558508e2e802e2ad41f8924169d899172b349916e41c86c9b7",
+        "apl-state.float32.npy": "16801c00e404f9a9ebbe0fa967ef9963a87c75542865142e2d191f5bdd2afbdb",
+        "apl-inhibition.float32.npy": "2f4c9af83d42fabf20a3c1644597ba806bf153b4c0de32fbc77126a4e3e37e58",
+        "apl-applied.float32.npy": "4a5edbd6c7823c4e95930750677ee6533e020f38e212b46103f7ade35f308f99",
+        "apl-pending-tail.float32.npy": "4571c2384c71e075ee00ca9f97b76895ee156a8fa4cfe186f2df30d5821e81e7",
+        "apl-timing-audit.json": "a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c",
+        "requests.npz": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "b5f3401552c335df31b0a6ce3c2d8fd032e6df7b2b489ea61f11e1b3f9e3d45a",
+        "summary.json": "1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02",
+        "tick-state-hashes.jsonl": "cf11b6bc9c1935ab736dde151b161411c2e432b23e81f89a86eec3d4c7510f84",
+        "queue.jsonl": "d6a77c29b0a87c612c737bbcb3ba2508fc64069b175041a7872a20b0ce291818",
+        "requests.csv": "bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e3df35293580ba5a86e78ac2da10b6ed27e5c9b1b5af7498610d8dc67aef3d5d",
+        "apl-state.float32.npy": "f703d0947bd4d7cbcaf923f68efdeb6c95a42306cbe4a3993ab574c834c8303a",
+        "apl-inhibition.float32.npy": "9b38719cf96b9a3347ae4bac08457354e68ee5e9fbccb39a79a8f61bcf5a98e0",
+        "apl-applied.float32.npy": "1e36eba4a3f35a5b3f8c22553dafade2924e0ba4ca0da8b6d7456e8a21225faf",
+        "apl-pending-tail.float32.npy": "082a0ae84c18695f599d324cab3b0bbc24cf95c5e6bb39d408fa6125bb775239",
+        "apl-timing-audit.json": "556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-00-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178",
+        "requests.npz": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095",
+        "pn-drive.npz": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8"
+      },
+      "output_sha256": {
+        "state.npz": "d68d6bff39e5245af5240776e54aba0fe0575ec04b09158b3f4c0be8afbe2f31",
+        "summary.json": "effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819",
+        "tick-state-hashes.jsonl": "18f00a662ca9a42ea00b31ed459ad7ed981a04ac884441d1767dd832c3dea64a",
+        "queue.jsonl": "b81386bea49809b46fbaf3a10a4118d26b6fd7502f7f26bde657b668c177f51b",
+        "requests.csv": "9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "af6f467eefe1c99e7b9fa4a5a42de24ae55237d38619307cb64ebddb75466f71",
+        "apl-state.float32.npy": "0dbe7bdaed6d9183fc6527ac084821e58ef091756d018b5434e2ccc500d64414",
+        "apl-inhibition.float32.npy": "c011b5976397c4107bfb32eeba524d97c9e0552417d2c33b11be7458f4de7935",
+        "apl-applied.float32.npy": "b8020bfb4cd5e683ccc17c13cc03db994b8c6b6efecea7adc6e00de398600910",
+        "apl-pending-tail.float32.npy": "175a7c2f2c3d98ff1bd7d70e4bb297c8b030c76eea010b3c02b736d7d09c0598",
+        "apl-timing-audit.json": "3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+        "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+        "summary.json": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859",
+        "tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+        "queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+        "requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+        "apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+        "apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+        "apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+        "apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+        "apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8",
+        "requests.npz": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+        "summary.json": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52",
+        "tick-state-hashes.jsonl": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+        "queue.jsonl": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+        "requests.csv": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+        "apl-state.float32.npy": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+        "apl-inhibition.float32.npy": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+        "apl-applied.float32.npy": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+        "apl-pending-tail.float32.npy": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+        "apl-timing-audit.json": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720",
+        "requests.npz": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "1ec78574f80411d9d04a3405ab497f69fb39e9c9b7cbd8ce9819c14f315f499c",
+        "summary.json": "bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be",
+        "tick-state-hashes.jsonl": "415c604f16d8d130084e2dcf914695f52693e720a4b9180c4557baac9aadee4d",
+        "queue.jsonl": "e1f7b0b80d1ee8d0669c7786f8b0a296aa5034f574c541d97e419a4d572a5c63",
+        "requests.csv": "370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e5a6809acd304796bafe5a2b46ad85509a82cb438aa13763f8573407c5094e33",
+        "apl-state.float32.npy": "3fb0364824401c285605f56e90703b0e1a5d10f18f2e53f3a7a5b03012ef393e",
+        "apl-inhibition.float32.npy": "9a9425d3b8dd15d7d6137f097522cdbda3d0a88ae4d945cdd53c6c5bf7f79095",
+        "apl-applied.float32.npy": "24ea3cf44da8413c1531e3886216fe85396c77e320b79732fcd0fa1525a7a920",
+        "apl-pending-tail.float32.npy": "f5deacdcb5c2f7b19647d1f0a523ee95e60e28be078d37e7eb876c65fc1e17f0",
+        "apl-timing-audit.json": "b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807",
+        "requests.npz": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "150450a546b45b67668e1fa4d33f73a7eab39a7c4c019900fab501640dcd8c6b",
+        "summary.json": "277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5",
+        "tick-state-hashes.jsonl": "42daddbfb5369c2acd58635deca14e1adcef8caf512b00c11bcc48d9e203a919",
+        "queue.jsonl": "9d4ce9ebf46d87fc28933492a89cddc19815e2936d0fa7eccdfe8758b223a859",
+        "requests.csv": "fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9536317415a7d407cda108b8638c3916e832889843edfc14932265aefe3a4808",
+        "apl-state.float32.npy": "60d700d53f33299abdaa11b6d47597e60578b2806f7996a589b42f7f30219441",
+        "apl-inhibition.float32.npy": "6c3e2108d3e03e7353099aa747743077c98be9588dfc04a54fc1faafe855e403",
+        "apl-applied.float32.npy": "f8ba5dd6e699bbf98414ffb87a9432ca1cfeda717ae0101dd5281279ee99f7ca",
+        "apl-pending-tail.float32.npy": "f6ab11756c87a5b4e79b7225b73d2df31f27c650a773d9e7555d1cc5166aa8f6",
+        "apl-timing-audit.json": "d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d",
+        "requests.npz": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "507e0baf4163f86768ecb4b8a130112671cb8a25582f033bc511ab799597d09f",
+        "summary.json": "f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b",
+        "tick-state-hashes.jsonl": "c26011e148b7b8ecf18ec80e86d0c39f95689619c608d628f7ed7c64f90beed4",
+        "queue.jsonl": "6ccbc63cf66114bf501d0f884e2f7322f529cb804ab0379612fba0510ce8b5e8",
+        "requests.csv": "a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "a23117eb29018f0adfbf0b0044d87309619b854fc4dc5f2041503bb2e03041dd",
+        "apl-state.float32.npy": "51cef95eb4112ffd6488accadf4898b9d1ea5c5a23a3e0ff6b3379496c453855",
+        "apl-inhibition.float32.npy": "a5b8d1d9c2b3fb669fecabf658a82ca84cac61968443c0cea5f2b2c71e559fc6",
+        "apl-applied.float32.npy": "8ce1f893bfa65ab01584081b1a93354900e40fa3cd6263d93e8afbafd388ac74",
+        "apl-pending-tail.float32.npy": "481aff5efc6ae095d015a5b18d63bd87087f41f41e77b9291d630296d7b9de72",
+        "apl-timing-audit.json": "ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-01-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da",
+        "requests.npz": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b",
+        "pn-drive.npz": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee"
+      },
+      "output_sha256": {
+        "state.npz": "4783e8a56838ecec437dbb0e0e6812ca065060477da1300131f59e33fd11c0e9",
+        "summary.json": "b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9",
+        "tick-state-hashes.jsonl": "fe11a7fa504c39fe026958e8f9ffbc6d7dccf35839a5098c72232167c0e0e656",
+        "queue.jsonl": "818351c37065e65a400189c43ecc517a89496e4c48f1b6913113064fd1cd0dcf",
+        "requests.csv": "06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "6e6519024da189dbc4eab232bbf55c50e1aea03cc980534d09b4234c3b83d20a",
+        "apl-state.float32.npy": "c130259f84b22c8e8e2fbe8d59d8a5c98254b30d2d04dadc2ac70001ad6aa4ae",
+        "apl-inhibition.float32.npy": "32e5db0d575571e262842b39b09cdcb7b876b9578abaac4cb42dfc966f1b9022",
+        "apl-applied.float32.npy": "0947f3b5860bfa5b6434d88bb605266b113a77547554740cb853338296411967",
+        "apl-pending-tail.float32.npy": "ef5bf4a5fabb6363559c44cb02dd92413477a9b275a6465b231ad6f3b51cb6f4",
+        "apl-timing-audit.json": "6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+        "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+        "summary.json": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107",
+        "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+        "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+        "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+        "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+        "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+        "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+        "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+        "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55",
+        "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+        "summary.json": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7",
+        "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+        "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+        "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+        "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+        "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+        "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+        "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+        "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a",
+        "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+        "summary.json": "b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741",
+        "tick-state-hashes.jsonl": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+        "queue.jsonl": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+        "requests.csv": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+        "apl-state.float32.npy": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+        "apl-inhibition.float32.npy": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+        "apl-applied.float32.npy": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+        "apl-pending-tail.float32.npy": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+        "apl-timing-audit.json": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54",
+        "requests.npz": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "082732d4d7ff1b7b9f27ce96b67ab1c8c0981e429fa48ad5b64c6beb583b0da7",
+        "summary.json": "8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd",
+        "tick-state-hashes.jsonl": "708b07e6fbc720f730b3073397b6f3ddbdabdaa61bafe7d2d4c99c789f95fda9",
+        "queue.jsonl": "365231f49b92f03a97519ffa33318e59ae6acaa0972a07374b09005dd905bdd9",
+        "requests.csv": "dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "38c4b54884c17fa9980c5677eb16e406a59dd07933b9a89acf894dd75a2a4970",
+        "apl-state.float32.npy": "13bec6d05c0c1e1c50c410e7d8bcf8d3ad3c4a101484806b3570f7df7d65fd37",
+        "apl-inhibition.float32.npy": "bf231ed4edcac974c7dee858cbb4d12a95a7c37cec8a3551449571154e24c945",
+        "apl-applied.float32.npy": "992cd3935aa1ae718ed4db8a708239349853138472b51f985001960234aaa96e",
+        "apl-pending-tail.float32.npy": "d6a759c36de3898308322b021cb60ac8dab4059f2c36f41740ec4e8654f5272b",
+        "apl-timing-audit.json": "9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30",
+        "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+        "summary.json": "3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f",
+        "tick-state-hashes.jsonl": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+        "queue.jsonl": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+        "requests.csv": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+        "apl-state.float32.npy": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+        "apl-inhibition.float32.npy": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+        "apl-applied.float32.npy": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+        "apl-pending-tail.float32.npy": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+        "apl-timing-audit.json": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-02-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f",
+        "requests.npz": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245",
+        "pn-drive.npz": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5"
+      },
+      "output_sha256": {
+        "state.npz": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+        "summary.json": "0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350",
+        "tick-state-hashes.jsonl": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+        "queue.jsonl": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+        "requests.csv": "9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+        "apl-state.float32.npy": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+        "apl-inhibition.float32.npy": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+        "apl-applied.float32.npy": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+        "apl-pending-tail.float32.npy": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+        "apl-timing-audit.json": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+        "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+        "summary.json": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc",
+        "tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+        "queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+        "requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+        "apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+        "apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+        "apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+        "apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+        "apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9",
+        "requests.npz": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+        "summary.json": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552",
+        "tick-state-hashes.jsonl": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+        "queue.jsonl": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+        "requests.csv": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+        "apl-state.float32.npy": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+        "apl-inhibition.float32.npy": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+        "apl-applied.float32.npy": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+        "apl-pending-tail.float32.npy": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+        "apl-timing-audit.json": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8",
+        "requests.npz": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "7055a2ca65c9a54d08f649ec1ecbb42068ad90301ce8e23088b51e18c00c1af7",
+        "summary.json": "1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497",
+        "tick-state-hashes.jsonl": "b0429f13a1a40e997d59a1afe6071375f9a706869ac9b752009d3eee425c261b",
+        "queue.jsonl": "dbb6f3e26eb73ef36a23f940e79b1b4b3de091381ba8cf5a64e9e0f3ff749f62",
+        "requests.csv": "f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "b37079514383e66556f37a9b4ed96d9efc299961bc219e1b08854c485ad0c1b2",
+        "apl-state.float32.npy": "27242b96948c480c22883a57fb40960260bd41892eaa95ab1325dd332d0b16e0",
+        "apl-inhibition.float32.npy": "e8ce1ade93c62761929102395d150ba5eea7a1855b7d5d9a0c7c1e1571a72ae7",
+        "apl-applied.float32.npy": "fc864117b11779273358c9c16313636c2da0e28e0761388a7aab9bcc10c17239",
+        "apl-pending-tail.float32.npy": "9c606fb372f4eb366c2eee662c8ffeca64d923d7782471fa7ab833e7cf2a7895",
+        "apl-timing-audit.json": "3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df",
+        "requests.npz": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "5934b1739534b1a9716d89a29b798e4de80dd6dcf96627697d6dd5601a04ba14",
+        "summary.json": "ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3",
+        "tick-state-hashes.jsonl": "2ea6648b47e1093a84864948402e44d13c41574aefa85e8ac3d1a0fcb5445fbb",
+        "queue.jsonl": "40cda1d8cafa90c149417c07c45c61fb150f3b1426c8c9327f8d020b41d88999",
+        "requests.csv": "91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8a3c340c19b69112cf992d8da80bddf1e77bb05af04be3bdfc4da6f69119bfdd",
+        "apl-state.float32.npy": "8f48027e55f33a5cd27610e343de697e132e96d102c402ce849cf60e3dafefe1",
+        "apl-inhibition.float32.npy": "758a3adaba02d665815faa33e6b7905f30769667dc9a1e6e2e9191cffb90d9bb",
+        "apl-applied.float32.npy": "d29ecb9dee07a95a0d7761d6e5284a3cdd93b02967cca9318eb6422e99ac0a05",
+        "apl-pending-tail.float32.npy": "661af73bd75dc1aee03d21dbbace8df0b39a6c93dfa90f368b3fbc2b70ca0bb7",
+        "apl-timing-audit.json": "3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0",
+        "requests.npz": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "324a547bca3ad71707e604d1ce3b9579399ebe169d5a1c89b110967aea5aace0",
+        "summary.json": "bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825",
+        "tick-state-hashes.jsonl": "0404ab8d946150127ef753456d7a6256f0ef0739e2207c9d82f1df93a3efd931",
+        "queue.jsonl": "2d0a7866b9f6b94947c14003a9ebf85be058b4b5334a53a118e52882f64ada3b",
+        "requests.csv": "d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "83ebfe4f05a65fd452a1dca52beafd801fd8d0c031ae36ca12792f9e10905a8c",
+        "apl-state.float32.npy": "5556326457035afd185dc7b89930caf3973b61b850d4f518594186ae5e8e3fb0",
+        "apl-inhibition.float32.npy": "47b8123d474a39af7367e7dfb4274263b9b1dda8d6959c838ed8e67e4c88b938",
+        "apl-applied.float32.npy": "950d6e70d7ec35f5d8b4fc69b0e113e2bd251d68707167a2e0eb1e4a4e65f34a",
+        "apl-pending-tail.float32.npy": "13ca834333bff51ab2b4e429ab877ba33f69af904fc9d39efd2247947109a379",
+        "apl-timing-audit.json": "ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-03-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276",
+        "requests.npz": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802",
+        "pn-drive.npz": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1"
+      },
+      "output_sha256": {
+        "state.npz": "4467469e538cc4d104218103503cae7d3dd295978c0105fcc45d10e55cd0a923",
+        "summary.json": "8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb",
+        "tick-state-hashes.jsonl": "7ef1eb513c65999f65e8d418c2e59465afc8b521695b5806858165fa461962cc",
+        "queue.jsonl": "f4b411d0312c6ca828667a083f925ed1dc73387a564a0e5565420c3ce459aaf9",
+        "requests.csv": "10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "2db6acedd9decd3db8f13d065e880a5c5a97ead59fc5244a1191d2a169b06dcd",
+        "apl-state.float32.npy": "410feef04bbc781b5a507dd9d69bcab199c766b0e9d8d8d2ee1d05d210b98514",
+        "apl-inhibition.float32.npy": "3be716ea3e2b74297c9f3a9699982b8392b05877f26740487230c606275d374f",
+        "apl-applied.float32.npy": "541457fd3372852b66388940120cfb9a7512b515961e14254df6a9c426349e5f",
+        "apl-pending-tail.float32.npy": "d6e7188d3f13f5e9f991da49f7670dd2d5ddb319f940dd2ce9787fd5fbec872b",
+        "apl-timing-audit.json": "7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+        "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+        "summary.json": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306",
+        "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+        "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+        "requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+        "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+        "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+        "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+        "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+        "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19",
+        "requests.npz": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+        "summary.json": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6",
+        "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+        "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+        "requests.csv": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+        "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+        "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+        "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+        "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+        "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07",
+        "requests.npz": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "46c1005396d3fb787d77cd4579a72d52ea76eac9153f5740738636a9a0aa259b",
+        "summary.json": "1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001",
+        "tick-state-hashes.jsonl": "03f0655ec25fbd14b4a00320994e9daec398b14887fa8613832dc5287f9a9321",
+        "queue.jsonl": "9ab3dacdd5cbeae92e03dfff0e8aed0b97b3535da9a4224e33e288874e4b1cca",
+        "requests.csv": "fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "98042eb20158dea660bf6acde853002176fb7dd64b7f39478572d4b78f6837ac",
+        "apl-state.float32.npy": "5ece7f086411835ccaecf3f8ff36315c526f41d43c797dd2728b5c87a761bf55",
+        "apl-inhibition.float32.npy": "c81f23af4b9e6eddd027853f7dd98d968b5651ae10a7677394b4fc62995dddd1",
+        "apl-applied.float32.npy": "6353a69af78afe0651ce9154083aa30c899be1c4ff2cf40a47d9a0d2143f8ec4",
+        "apl-pending-tail.float32.npy": "8f971e015ee45db06fb16fe0bf104bcd895b36af68bcca2e0b62c75ded5c9fb5",
+        "apl-timing-audit.json": "4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb",
+        "requests.npz": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "cfb0274945354f0e3073b9c65e41e4e62622ed00721e564cdb27e14117dcc1cd",
+        "summary.json": "672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6",
+        "tick-state-hashes.jsonl": "250ae9394e4214fdef01938e12081001b29dd1218fa4380d43fe3f2f1733cff5",
+        "queue.jsonl": "0a9dd0698ef540907f60710a396c211cf922d14033e009af630e96c36f3504c1",
+        "requests.csv": "804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "99e37f1048922b6a4d50deaaafa73089bf75939d4c93af6c0ef8a6e8f5cdd045",
+        "apl-state.float32.npy": "76389a33438f134b687273ec179b6f8ab944f41456c8594e02287832e7b5488b",
+        "apl-inhibition.float32.npy": "8cf491771a018a5f07e4296faba4bd1dcd5f2333117eaad7c1395b1e3d814cf9",
+        "apl-applied.float32.npy": "f0ce18d41a955f151a8b15bb763a7e9b35bc0646d4ddfb59966831e9916a8ba2",
+        "apl-pending-tail.float32.npy": "8551ed5ea7214989214be3e1f6ecab136b814b6219ee69ffc05d9bd060ac3856",
+        "apl-timing-audit.json": "d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372",
+        "requests.npz": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "911ace9f3f6ed81011c8b9d4a1ed141d7d3d2496b41b856ff42bc690b819ae92",
+        "summary.json": "9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011",
+        "tick-state-hashes.jsonl": "65c5d82bceffe93757c785dcf437121518c1db5e2be40d913954a53b61cf2fc2",
+        "queue.jsonl": "58f6d56be33253df19706db40b71d2a1cdcdc65d2432301c944fbc6c9410c8ba",
+        "requests.csv": "4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4c9cd95682b493663399aff35df75c9ce8ce79a50676cd2bdfc880723c438bc6",
+        "apl-state.float32.npy": "bf264e68763eca87755388c7d62bef97fd516660ac1be182251c91150149ba4e",
+        "apl-inhibition.float32.npy": "63fb04d279eb0982f538b9a2e5a8b058314debfc381a3d183d4654494af0c748",
+        "apl-applied.float32.npy": "21858f7014740826f5df4164726e7f636ba8006785c30b04edfcd20f8006ebb6",
+        "apl-pending-tail.float32.npy": "4b64e7479b327570509ad43cc955b470a3b9ed0a94043944fd86504b581a2ee0",
+        "apl-timing-audit.json": "45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-04-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa",
+        "requests.npz": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad",
+        "pn-drive.npz": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f"
+      },
+      "output_sha256": {
+        "state.npz": "77eccb870896d2485daa28026aa995af4bbb166c61b90042ec58e435fb0e7a89",
+        "summary.json": "4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86",
+        "tick-state-hashes.jsonl": "007f80db5a97148f20003ba61c031fa3b99f86138a6c658d7217267ba4f03223",
+        "queue.jsonl": "1423b9f7b9c00b25b120918bf20270a2fdfb0d096f9d49afd86fbd489789de76",
+        "requests.csv": "43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c9abb9ce731078641fcadb36ea8e9cbdd4d972f46a36f944a6504b38b0ee8afc",
+        "apl-state.float32.npy": "e92121f83f848951a3b437ef5508dfb82f44baac13d354503e95cde9c185ec3d",
+        "apl-inhibition.float32.npy": "624d0e582adbbea2ed0de422870e6af7455a78eda7665ca28f773399657e41fe",
+        "apl-applied.float32.npy": "2c18cc88de3cd2142a3e3e810c455ae32572771b33cc44424fde48f82755882b",
+        "apl-pending-tail.float32.npy": "47ba7dc49b15a657d17c7b4775c15e42ed57ed64ab0be1b933ce3ec000e4027c",
+        "apl-timing-audit.json": "c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+        "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+        "summary.json": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6",
+        "tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+        "queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+        "requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+        "apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+        "apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+        "apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+        "apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+        "apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf",
+        "requests.npz": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+        "summary.json": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52",
+        "tick-state-hashes.jsonl": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+        "queue.jsonl": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+        "requests.csv": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+        "apl-state.float32.npy": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+        "apl-inhibition.float32.npy": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+        "apl-applied.float32.npy": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+        "apl-pending-tail.float32.npy": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+        "apl-timing-audit.json": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947",
+        "requests.npz": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "e22a0e9db7b51806abbf89c28a5de65318093d725f3211d41a7028b5e6723327",
+        "summary.json": "b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7",
+        "tick-state-hashes.jsonl": "aa27549da32c37abf86c7dce5677aee8008529ccc4334937c2c3ca6d23d51efc",
+        "queue.jsonl": "43b1e98a2398f3bbdf81665d472fc40bbc6710df682240a6f61b73153105fadf",
+        "requests.csv": "de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "10dc351adfc603ff01cf11b71535395cfb01f4e32a942fa7dd47139326de03b3",
+        "apl-state.float32.npy": "055def1e3a47855a2733bc2a1b4e65767899438136f8698eaeaffc5f66a88c5a",
+        "apl-inhibition.float32.npy": "f7962f402cf7abbfd9eac756a54111df86028ba60ab07cbe16b74c1b7c9f3911",
+        "apl-applied.float32.npy": "014f0880ec48c580e928b5cd8573562e72b58be7b5f647a875d4e6f2d8bd048b",
+        "apl-pending-tail.float32.npy": "3da35c5bfb6debd895301ec40da1b33e7099e5db7a74b57e8433478906acfe1d",
+        "apl-timing-audit.json": "901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d",
+        "requests.npz": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "65f9cd238afdaa0d187f3445d95729ac5791692304e70a40d22765e85c7ea3ed",
+        "summary.json": "0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818",
+        "tick-state-hashes.jsonl": "6f4313198548ee54a7646eb674ff1aa0a85176634a0983132f0f23ca11d8160a",
+        "queue.jsonl": "1c485d2f1cfed052134017aec12513ea7d4dd7f9811ee9a6ebf2cd56b5e09441",
+        "requests.csv": "bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "34f367a6e4b7294ef64b6088ad4ceabb5601f07b15c2959ccc55ce9e17adcbac",
+        "apl-state.float32.npy": "ce4d391ca7419ad37a4b11202d3ba6d6861b426776d87afe212c17b353f39988",
+        "apl-inhibition.float32.npy": "6a23f22b9259f33e6d289136d4db446ed6cc3b67ca989d7effce0ef779d49021",
+        "apl-applied.float32.npy": "0736d8c3295d19da7a2954966bb12428192bdc9c132849fa5c2a9e9bbbec44a4",
+        "apl-pending-tail.float32.npy": "28677f7eabd43f3be417c1447173341565e154d08a3cc80320f4e8850a5a2d25",
+        "apl-timing-audit.json": "0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41",
+        "requests.npz": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "604f868cdf929f706062a64943173c95c59f33feb2e77aa80e6b518065670156",
+        "summary.json": "1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f",
+        "tick-state-hashes.jsonl": "5cd5bc1d89dc289f3cdc206423c5957c9ad42d72ac795653b2eb849e90219e69",
+        "queue.jsonl": "c8c641aab63b0ed8223dedcc5c592c221cc799b329acb6fd8420e2e695e7104d",
+        "requests.csv": "11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "d42f2b026bd2565c3eb01ef792671615fb9f23e34741bf54cb784645d4e126d9",
+        "apl-state.float32.npy": "7854be275e5eb52135fd6c92c5a83549937a83d45729471b34eefcef1b178f6a",
+        "apl-inhibition.float32.npy": "808b78b9b2c6ad2cf1a527eab0ec97374d261ffee4802e5c3baa5836d1c009a9",
+        "apl-applied.float32.npy": "f4ad8e5ecb722ed74b6f06bd585f16a729bee8885b89117161b5eb6a810a625a",
+        "apl-pending-tail.float32.npy": "d4f835833480b80464c0fddcbb2213c8881ee07fdc718e4e3790edc1bf1a203c",
+        "apl-timing-audit.json": "41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd"
+      }
+    },
+    {
+      "case": "novel_to_aj-physiological-05-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f",
+        "requests.npz": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34",
+        "pn-drive.npz": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e"
+      },
+      "output_sha256": {
+        "state.npz": "a012bcd835f3b33c09fd15b39721f6d36d20aadef1d1c06a8b732f335d067bcb",
+        "summary.json": "aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4",
+        "tick-state-hashes.jsonl": "a395d7a6c22af43e081ebebb6b49714db0af2be3b4a4a2e31d51ec911abed975",
+        "queue.jsonl": "00e8e65344b5d36973350135d9a3dcb6ff82b7031a35ecd89299e549c240977c",
+        "requests.csv": "f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "aa75990e07b2293f75a37d8b3f07c852efba7e931d97aaa516e50244c4b08f66",
+        "apl-state.float32.npy": "30532de4b4521e2c317e392e0bebfc5f66a8426861eef58bcd0395061227b797",
+        "apl-inhibition.float32.npy": "a475b5d108a77b4ea15b56251ba166604f490c4be7c4ab205de572dc0773e508",
+        "apl-applied.float32.npy": "27a754cd3dfd9482a8a6616bc39bbc92c2c2e5ed44e1a44a8be4e7bb3fe09e71",
+        "apl-pending-tail.float32.npy": "7d2e5a7d0c5c4cc6e594114954cf9df6e1472b18b808b0e644fa5c59f0c8f2da",
+        "apl-timing-audit.json": "13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+        "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+        "summary.json": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30",
+        "tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+        "queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+        "requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+        "apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+        "apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+        "apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+        "apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+        "apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8",
+        "requests.npz": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+        "summary.json": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33",
+        "tick-state-hashes.jsonl": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+        "queue.jsonl": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+        "requests.csv": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+        "apl-state.float32.npy": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+        "apl-inhibition.float32.npy": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+        "apl-applied.float32.npy": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+        "apl-pending-tail.float32.npy": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+        "apl-timing-audit.json": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c",
+        "requests.npz": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "a2e402d11b1b7f915b3bcabf69d803039bde5c27dfdf237546b1fafab4729cae",
+        "summary.json": "6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c",
+        "tick-state-hashes.jsonl": "21d9d7aaebbd765d616580c71a2ce66bca67044f2a18fff8b9cf6bd326f5446a",
+        "queue.jsonl": "1d529fce25eb6856a534d41c205224f98b6c41b01a38c232e4ed16b722706326",
+        "requests.csv": "de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e06a3ab89be571c197a19469dad8d89120025518fa3506a08766a14ffc2fcd30",
+        "apl-state.float32.npy": "74746320407c9fa400011603d9dfef36cc0e9bcb0b04fe8ee7508ad417fa74fb",
+        "apl-inhibition.float32.npy": "01749c886a94731565b75b66e63050b52c57f53808c61838b212d14bcbec5790",
+        "apl-applied.float32.npy": "87509e937e12f67fec42bc3a9b7cdb5e497e08e802f894bd4f34cd2f8d251418",
+        "apl-pending-tail.float32.npy": "b365e01a0444457249984cd33758c345a121313f7556cb7ef150434306f60c15",
+        "apl-timing-audit.json": "ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1",
+        "requests.npz": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "f6a2f4b04875a66d9df21063114dea8980230916291533f70b0d73901618f6c4",
+        "summary.json": "ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16",
+        "tick-state-hashes.jsonl": "431a4577e3857fefe9f94b9b671f58917c9c2b8b22f80981a8a157869666c45a",
+        "queue.jsonl": "8008072bb10dcef833761e8777cc4f7254839882dec204bcffc4fd3f543a3057",
+        "requests.csv": "c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e58c743c50e0e0c6c39f818e70795df1c770efac2a8b73b89a6db0961edb5781",
+        "apl-state.float32.npy": "c6849a71a584c16ae40b17fd6e6a8226dfd23592888fd7492cbc1c0d56579dd5",
+        "apl-inhibition.float32.npy": "df17f5ff59493997d551845aa390c216dce044e97f08ef14e980d590cd4fb03b",
+        "apl-applied.float32.npy": "bacd3f7d07ceb4194c3542dd85edac6541b9b2246f8735945d03e43474c6cc41",
+        "apl-pending-tail.float32.npy": "1b24a689c3a80bfae1ab1e9a9c9f9848a3f3559c6f8d10e02bdccb4dd2e089fb",
+        "apl-timing-audit.json": "c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232",
+        "requests.npz": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "7683dd404a575bef06ee3eb8b6ccb4bea4ce97e044a6c3abcf963ee414f43dce",
+        "summary.json": "d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0",
+        "tick-state-hashes.jsonl": "444d075ee5c73fac12da4812b2c2604044a06b2623a609aa082ddece221d8d75",
+        "queue.jsonl": "df974420188597686d3955ab25a63f3905152d642d3fa3c3ef811128d914f969",
+        "requests.csv": "2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "37d6d9dcc2118c56270efa698f1bf7ed3232dd38bd715620d796fb46a4ae2f1b",
+        "apl-state.float32.npy": "316f3556f0df06a3c2c1cad2061899ea946f31535e86b3879b580d7c65e98b9b",
+        "apl-inhibition.float32.npy": "065589abb47f7159f5c91b64b27082ab53447c6dfebc08b8b70c6ef0f9973458",
+        "apl-applied.float32.npy": "e7879cf418437470a55ed9aeb83b06fa99a252e9dd02b1ffd517f5e3639373c5",
+        "apl-pending-tail.float32.npy": "e8d56937a6a2e629e743b1fed9078ee1a10edf68e245034182ba8d419f3b436a",
+        "apl-timing-audit.json": "b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-00-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580",
+        "requests.npz": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087",
+        "pn-drive.npz": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272"
+      },
+      "output_sha256": {
+        "state.npz": "0528d0b77e601a3fec9bfd72644f7223f6e6ff936cef3a277392019615261547",
+        "summary.json": "0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc",
+        "tick-state-hashes.jsonl": "d925038af9150c66e53f22758a621eae22f8e94369ff3ea22efec53cfde31626",
+        "queue.jsonl": "b8557e79bdab0732227ced6f1234bfbd50c87b900f2cd1d3a093c845d23e92e8",
+        "requests.csv": "22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9d4a8dce2147a5ae1d06e811d1e4df4bff461f45e62083d8cb7fe8eda95a2af3",
+        "apl-state.float32.npy": "9d47875ef926022e0d1723d78f93fd28da6cf1a1dba6a14c1106112d6598d121",
+        "apl-inhibition.float32.npy": "d866fa09911c1963799261305e85305309c930d8829fb612cf6275dcb5fa908c",
+        "apl-applied.float32.npy": "c4ecc67a29f07a07381e4a0a9e49b64bfe35c89ddbaf33a3d00ebee8778a8947",
+        "apl-pending-tail.float32.npy": "ba780c045ca5f075918a09e1c30e3c482c311952fd2672b440f7d69d5160608c",
+        "apl-timing-audit.json": "d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+        "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+        "summary.json": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186",
+        "tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+        "queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+        "requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+        "apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+        "apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+        "apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+        "apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+        "apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0",
+        "requests.npz": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+        "summary.json": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c",
+        "tick-state-hashes.jsonl": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+        "queue.jsonl": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+        "requests.csv": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+        "apl-state.float32.npy": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+        "apl-inhibition.float32.npy": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+        "apl-applied.float32.npy": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+        "apl-pending-tail.float32.npy": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+        "apl-timing-audit.json": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0",
+        "requests.npz": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "c8275ef6daffd44ee5b5cc62cdf388825a9026da1f9de35b7bbb65d5b5096e6e",
+        "summary.json": "c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df",
+        "tick-state-hashes.jsonl": "b05f059ac1dc2dbdbe4421884f5c0fd66150523e77b03351ca376ae61b054d25",
+        "queue.jsonl": "7b0491aacdff5c4070af33d6affe9825c7491b97aac93a7be76ba978e3ca91a3",
+        "requests.csv": "a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "86f32a12fd435de673fbf713551658d7bfe77a5aa669629f5b24d36a7696b9e4",
+        "apl-state.float32.npy": "f117def8d0d74c7bb76efba338929f86df627004a1a6146fa454f2ae6a446b27",
+        "apl-inhibition.float32.npy": "4898af02fcfef8a5fc30c51a6665f1201d9e2f06ad04875c9b324a78249a1be9",
+        "apl-applied.float32.npy": "c6523b4ce0d6da3b7aa7e5fc8514d1b898502eaee6ea67710510aacb87584d31",
+        "apl-pending-tail.float32.npy": "1471f86c463a76382814c720983a9b7e1a61ae835b81759024fca5052e0e4526",
+        "apl-timing-audit.json": "a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce",
+        "requests.npz": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "cd7a19591dbc458d350a8e94e11dfd7e18059e6d6ce14ee93883eec60fb31575",
+        "summary.json": "234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912",
+        "tick-state-hashes.jsonl": "d4a5e33e8d2df2e65fc8f20ede1cbd8808b1fc0d38d721cd469fac4f18f4452e",
+        "queue.jsonl": "81c7ec4fdf79f777b4fb1515b8c3c8098d09a16ad52ff4b00db8171d6d146e4b",
+        "requests.csv": "d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ff577fea082433379acd3f6d30d0311a4563d6f904d282e7729277df49c5f87f",
+        "apl-state.float32.npy": "4bfc51be9f7c74f07f8930c865c4aa7d5545b131474d8aa940402f5a39270147",
+        "apl-inhibition.float32.npy": "297c02cf0794e226ca44ccbf633a74a16ad779dfcddc23ca6ca5e615c7979206",
+        "apl-applied.float32.npy": "8d7e166d9e3dea7f05d92c49952436ec4ade24fc9483be2c677449e5edc8824f",
+        "apl-pending-tail.float32.npy": "e18aaaf6c1ce7a21aea76153ff9ef9df9c9e4c2746839135d7d430636a8ca3a9",
+        "apl-timing-audit.json": "26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7",
+        "requests.npz": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "ea45193f2a4ef02f40aad01c2c21240091880012fc8ab42b2833795413a880a7",
+        "summary.json": "5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07",
+        "tick-state-hashes.jsonl": "7ae9c1c73867037dc33526ae3f6e63af9731339fdbb0027566a10cf75864b6c1",
+        "queue.jsonl": "3be34e6e57bdffe596c6433bd73593d8813b2215da23bf6f4fa48953edbe9e8a",
+        "requests.csv": "f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ac134abc6774864d156bf86f359fc7b6589e0420b0b7061c8bfe0c34126eb64c",
+        "apl-state.float32.npy": "e44c73ad7ddf7936704aecae308bb88ead69591362fc623ce628759f1bbe87bf",
+        "apl-inhibition.float32.npy": "a9900c33acfe32b9086607243384b77a7673227400604e00849d64f0a9c007be",
+        "apl-applied.float32.npy": "8a0b1c3bd74d03a8551fc2ad4644e129cbfb008820d8f1128a097fedd72b381e",
+        "apl-pending-tail.float32.npy": "cb9428abcde03f3aa80a6f213d23aba56880889e30f7a58afb8f9763704d5da6",
+        "apl-timing-audit.json": "6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-01-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c",
+        "requests.npz": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e",
+        "pn-drive.npz": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c"
+      },
+      "output_sha256": {
+        "state.npz": "c59602e4d6d25d3900df072b1585d828c7d7da81542846830c475f52c5c1d352",
+        "summary.json": "f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a",
+        "tick-state-hashes.jsonl": "a54ace40ed82208039c2a538290725c6090e5155f4206d745a98f467a6ea534e",
+        "queue.jsonl": "4e8ecc814ae8720461263f905d3c7c4d27e1628fe794f6f7e63b415b78536532",
+        "requests.csv": "c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e4ae1633229d737d504cb8eee0d11319c10ac772210fd98453bcadf4cfa5fa98",
+        "apl-state.float32.npy": "61f9a007211d42c42974e97ef8b3878f984c0a8b6a21d4e745f926e9ac16f1fe",
+        "apl-inhibition.float32.npy": "a1cd68af429141c4ec1e497efaf429e7121924bb89e4d33861c530150eb3ebe9",
+        "apl-applied.float32.npy": "24d80230317fb8a083ac14690b7429784f3641b11e3838ea25660851f7db54e3",
+        "apl-pending-tail.float32.npy": "67f3016c2fabea617ba4967e0e2ffbd67a8317908af9188825a838a6ba40f14b",
+        "apl-timing-audit.json": "ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+        "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+        "summary.json": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3",
+        "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+        "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+        "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+        "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+        "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+        "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+        "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+        "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23",
+        "requests.npz": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+        "summary.json": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c",
+        "tick-state-hashes.jsonl": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+        "queue.jsonl": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+        "requests.csv": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+        "apl-state.float32.npy": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+        "apl-inhibition.float32.npy": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+        "apl-applied.float32.npy": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+        "apl-pending-tail.float32.npy": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+        "apl-timing-audit.json": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5",
+        "requests.npz": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+        "summary.json": "0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d",
+        "tick-state-hashes.jsonl": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+        "queue.jsonl": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+        "requests.csv": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+        "apl-state.float32.npy": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+        "apl-inhibition.float32.npy": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+        "apl-applied.float32.npy": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+        "apl-pending-tail.float32.npy": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+        "apl-timing-audit.json": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447",
+        "requests.npz": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "64359c27339acb077aea734f7dcbc447c2a0e61fc6bb2ad300196a4da05b668b",
+        "summary.json": "30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01",
+        "tick-state-hashes.jsonl": "9d636eb8e4779bee64b94c28e3552eee2c782069fa15545506e69162abe2b3de",
+        "queue.jsonl": "56bd0128c245cd6e9b4d1fe647ab72100c5829108c6e40a77d54a394fc8e90ae",
+        "requests.csv": "0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "f111701edde55a2ef12c1dfaaee55da572b6759e99527253b168e980eeb2b567",
+        "apl-state.float32.npy": "7fc6b2100a33d0dbfd52dbe1af8c716d8508fe541c7263fb97e544f2754756b2",
+        "apl-inhibition.float32.npy": "26904b33121a13b5c1aff9e2b285605d4d1b89cda90199674d955b0212bc6a0d",
+        "apl-applied.float32.npy": "a4be2f0bcfc20d92ee86d3be00f17bae31f30610bdd4616b5cdbf56a6467d0d1",
+        "apl-pending-tail.float32.npy": "26edf3d12f7df9504ad0b7ddd919c624265ccae6b3c490cda2135be8671ca61a",
+        "apl-timing-audit.json": "eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb",
+        "requests.npz": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+        "summary.json": "bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2",
+        "tick-state-hashes.jsonl": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+        "queue.jsonl": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+        "requests.csv": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+        "apl-state.float32.npy": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+        "apl-inhibition.float32.npy": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+        "apl-applied.float32.npy": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+        "apl-pending-tail.float32.npy": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+        "apl-timing-audit.json": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-02-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264",
+        "requests.npz": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71",
+        "pn-drive.npz": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72"
+      },
+      "output_sha256": {
+        "state.npz": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+        "summary.json": "8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f",
+        "tick-state-hashes.jsonl": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+        "queue.jsonl": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+        "requests.csv": "ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+        "apl-state.float32.npy": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+        "apl-inhibition.float32.npy": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+        "apl-applied.float32.npy": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+        "apl-pending-tail.float32.npy": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+        "apl-timing-audit.json": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+        "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+        "summary.json": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21",
+        "tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+        "queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+        "requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+        "apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+        "apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+        "apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+        "apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+        "apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10",
+        "requests.npz": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+        "summary.json": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea",
+        "tick-state-hashes.jsonl": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+        "queue.jsonl": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+        "requests.csv": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+        "apl-state.float32.npy": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+        "apl-inhibition.float32.npy": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+        "apl-applied.float32.npy": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+        "apl-pending-tail.float32.npy": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+        "apl-timing-audit.json": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26",
+        "requests.npz": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "c13a5aaf2f6169a46e10b46d92436ab08f4870e848490d5061fad12e8f967110",
+        "summary.json": "602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f",
+        "tick-state-hashes.jsonl": "6bf26dff2adeb66c7f952240c14d3393e81ed8b14bb5d7721c03cb7a8ff9d7b8",
+        "queue.jsonl": "a922ccdf38ad98a4c02b0e9de0515be45ee01052cee2f0eeeb81dbfff434fed0",
+        "requests.csv": "bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c9eadd547677a1b9c060b3dd8db6758b167b7369798c17c6c5b39ebb171fd940",
+        "apl-state.float32.npy": "f174e59939f206e364199ed00ddba6adb1d8620662e719e58a3ca7de13e69995",
+        "apl-inhibition.float32.npy": "58f44cb9bb217c8ec8defdac580f5c181c0297046852d2d71741e966dd7f1c80",
+        "apl-applied.float32.npy": "278c0352fd418fa9ed8f424696b00c586e673618b8b54024c009521f3b919e26",
+        "apl-pending-tail.float32.npy": "f172e3b88859e5f630ba029e5df2acb6b5661e92346857c010b3b2d6dccfa225",
+        "apl-timing-audit.json": "9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869",
+        "requests.npz": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "8901c9963d8ddd7eb0cc38940330716b5491416f21d3b4ae4084ffda25f24f77",
+        "summary.json": "4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07",
+        "tick-state-hashes.jsonl": "1d98fac49ef46c05ae074471da3c0678a4377e242a8397c7b2819ad7c92aae75",
+        "queue.jsonl": "acd8d3d1ec19a5604a82d3f22f381e2349b24203870fb9952e8426fe97efcef5",
+        "requests.csv": "8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9d5a2b2c67bfd0004b59363ccfe907a9d4de4b2cbed85aa749ac20305b71e84c",
+        "apl-state.float32.npy": "fa009bc09f6dca94392cd8095e016ec057d8b0b6f9d968d8f26380cc4d8252e8",
+        "apl-inhibition.float32.npy": "a4a243281d5691c45962888f114dbb869aba273c24855c900bcda56fe1a1e390",
+        "apl-applied.float32.npy": "c33fa5a0a18e7e4fd602b94fc90c104c9f28d56486cdec3f55179eec30262919",
+        "apl-pending-tail.float32.npy": "bde5e95a679aa0dc4a52c4aaa5b18118964c11b948c102f2c8d62333cdc5e887",
+        "apl-timing-audit.json": "4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295",
+        "requests.npz": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "6adeff88abf77df995bd402f6f4f4d6ada9e7cfd31b130d00ae612e944464d97",
+        "summary.json": "0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f",
+        "tick-state-hashes.jsonl": "b5a4ae80820d05a612ce86eea8ee0e86b4c48aa8214b04b8039963d5a58c5ecb",
+        "queue.jsonl": "3d50a7efabcf1b554efbb9661035d6ffc6d30e298d78c65373e34682c71e886c",
+        "requests.csv": "70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "d091e296a106784fcf541c99e73c8c0bf3ef17edf44d7b0b3b22554441d2b0dd",
+        "apl-state.float32.npy": "3a6ab2761ada4c34d1856e8cd688a59679b52a0b53c3b72590ddc039da2c06a0",
+        "apl-inhibition.float32.npy": "6f74c502942145946e14c8d5f9d520839f5d90bee03fc31b663d80f32a259f1b",
+        "apl-applied.float32.npy": "a404872aa5bae4850fcd0988e4f4862cda2b2cbf32ad67057c2ee51adc3657c6",
+        "apl-pending-tail.float32.npy": "4245827d30eda0a2830855e2d06d0f0d904b280485c12ad62ee23ebff96b8391",
+        "apl-timing-audit.json": "bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-03-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224",
+        "requests.npz": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e",
+        "pn-drive.npz": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05"
+      },
+      "output_sha256": {
+        "state.npz": "02dd5bab61f5fb549045104105e99f9c931002552dcf9cef7a1943fae2729bf7",
+        "summary.json": "819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4",
+        "tick-state-hashes.jsonl": "6d70fa5c98d9c917c54a10e2d902e488b47c68e04ea5b9a2f61965b3a478722e",
+        "queue.jsonl": "6bab530ba0dbbf6b13064121bb910fd0f86e7a8699cb67cb4d3fcaf7b5420569",
+        "requests.csv": "2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "15f8ad42878460920cc48928225e5b7f4929256c01dadaaa7e9a0b150b6928c7",
+        "apl-state.float32.npy": "d2c2e6d551cad917f10b149eb6f94ee17b8584559ffed6e191655ca119740c45",
+        "apl-inhibition.float32.npy": "dc41aa130544e72142ebe6f54105d94aca7c1e06a029c8c3addf12f1e0e6f44f",
+        "apl-applied.float32.npy": "a5948450ac1f7ca913dd79fe08ccd68d6685d2ad3a9e76f8cb4be39d37888b5f",
+        "apl-pending-tail.float32.npy": "10dabd4b522d5639c27a5c95db497cd0a6e0487fa63383bb32ba32ed6fd67ad4",
+        "apl-timing-audit.json": "c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+        "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+        "summary.json": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6",
+        "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+        "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+        "requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+        "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+        "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+        "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+        "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+        "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2",
+        "requests.npz": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+        "summary.json": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de",
+        "tick-state-hashes.jsonl": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+        "queue.jsonl": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+        "requests.csv": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+        "apl-state.float32.npy": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+        "apl-inhibition.float32.npy": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+        "apl-applied.float32.npy": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+        "apl-pending-tail.float32.npy": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+        "apl-timing-audit.json": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a",
+        "requests.npz": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "9eee167d3497bed606fe65a592e890b43ad11b46f8198a2fb836cbac02c677da",
+        "summary.json": "08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6",
+        "tick-state-hashes.jsonl": "59e370507404be11f9b33576486ebe9e411d3ee9adf44ee062951aaf7167344d",
+        "queue.jsonl": "dfb1d5a2effe7a409b507869d94d69259eace38e15544a51edd6a49b9c946e56",
+        "requests.csv": "695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "90dba32149535f167c4afa9ed38cbdf3de066831eda07cba7f77ab53187a7ab6",
+        "apl-state.float32.npy": "ac2a3089b1c3ec02572f762c95cd603d0c21c00441660f36b2ad264c1ff8ad91",
+        "apl-inhibition.float32.npy": "ffcb780450f77642582f9f726db8f64d96dfc53859591f9d249b2964bee9b538",
+        "apl-applied.float32.npy": "54b74be13e0da23edc966bc7bf12dd54568da628d53108988dfd7a58a6c04d38",
+        "apl-pending-tail.float32.npy": "77dd593f6324cbddb48147c00481998d20ab2a2dfc3c9df8ad611e5e143737d9",
+        "apl-timing-audit.json": "f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124",
+        "requests.npz": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "65867ed036d5bbd1c043a99dfb905031dd20cf3c709a69d21120703db57e4aed",
+        "summary.json": "a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678",
+        "tick-state-hashes.jsonl": "a7bb3930a8194d5206f2b37d588d792b20d0dd3be0ca8b92fc1c0052a636a371",
+        "queue.jsonl": "2cb200595c7d0c568f5e1698f23feccf4d5761f5e6755f72bba2f7ed2269f5d7",
+        "requests.csv": "f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "56a6dbabcfdf22f70ffbb541975405abd46938f12e74ae144dd7da5a879bec92",
+        "apl-state.float32.npy": "4cba59e2cfc28c6094e2d2e63f854c4cbc6e1ed8cf64d2587755b0169279732b",
+        "apl-inhibition.float32.npy": "8e66c11478571b83fd618f61fea06e8efee80cbf1335646e0a89948edddaa4c9",
+        "apl-applied.float32.npy": "6755a0f528838cd196f95964bbf49812c521698a9ff4891de4b6b3dc49c144f4",
+        "apl-pending-tail.float32.npy": "e7824eea55a70b4c08cc5d315aa949c5291d08797b3816cc5ee162826f4de87f",
+        "apl-timing-audit.json": "745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10",
+        "requests.npz": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "4bf7fb589a122c32cc5ff3199c578055c056c95cbfc988f0e8093cbd248b3cbf",
+        "summary.json": "9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26",
+        "tick-state-hashes.jsonl": "a07caa9b470296be671a9dec2c5de9e089b05f8a4001cb417dd149c0db2e5451",
+        "queue.jsonl": "1ff4e5526f2c573ef58ede8be5ca3b2d50fd136fb1430cdc6bee85d16c007059",
+        "requests.csv": "370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3307e240f06ded4d0fdb81a936b21ae4c57c66ec64cbeaeebc65ee8c07e78f11",
+        "apl-state.float32.npy": "1a28443fa34fc76cecdb0620b578097dc9c69318ce46b8a14b53f078d1f22b81",
+        "apl-inhibition.float32.npy": "0162a3673f7fefce6f56daa3e6f668f69557cc2983e4f4f1e250e1132624f364",
+        "apl-applied.float32.npy": "a5505f60f4762f99a58cda63f361cce3a4f13dfcc88c6a4d96844bdd82d8c20b",
+        "apl-pending-tail.float32.npy": "4b3cde2f7ce5cc5cdbd2965e5d0f879599c7075aae98e0c1e4b0e370ed978f33",
+        "apl-timing-audit.json": "eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-04-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf",
+        "requests.npz": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d",
+        "pn-drive.npz": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04"
+      },
+      "output_sha256": {
+        "state.npz": "87354769784bf6b88a88e8962374bdde2da68e9bc3e0f99e53a8aec95111d2f2",
+        "summary.json": "8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780",
+        "tick-state-hashes.jsonl": "7bdc08f07223c59a98b582930908fdd3c21698ddae0c1c7354bb2631dcf1e6db",
+        "queue.jsonl": "47238ad0d05d42be8eeecc3312be472e6e277cbd1080c7266823858cbda976d2",
+        "requests.csv": "0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "f21bb846df985d932b67f71e3cd1dbb5c1cb91cf5c0f59e84f72032a09da9cbc",
+        "apl-state.float32.npy": "0f58d8d3f727ac0dd5338572933a5ca96096f00530ef9ea42df53cbad340ba10",
+        "apl-inhibition.float32.npy": "06467e2786ce26ba3a58eb00e3b007e51703d0dea9e3692438daa86209ad80ed",
+        "apl-applied.float32.npy": "5375fa3d2f0746b4e5f65eb49378b775a26a2e48e0a925c1b4aa2ef29e6ae10a",
+        "apl-pending-tail.float32.npy": "3f0be26815c395586577b165b4b6d589fe45b08bbddda3fffff8b5b5a8737f5f",
+        "apl-timing-audit.json": "b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+        "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+        "summary.json": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea",
+        "tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+        "queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+        "requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+        "apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+        "apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+        "apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+        "apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+        "apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3",
+        "requests.npz": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+        "summary.json": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33",
+        "tick-state-hashes.jsonl": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+        "queue.jsonl": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+        "requests.csv": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+        "apl-state.float32.npy": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+        "apl-inhibition.float32.npy": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+        "apl-applied.float32.npy": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+        "apl-pending-tail.float32.npy": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+        "apl-timing-audit.json": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564",
+        "requests.npz": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "60572624c540c0377b2b48d39d814cb9340b78ef59ad16bcaa77029486584771",
+        "summary.json": "93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b",
+        "tick-state-hashes.jsonl": "494b5ccaabda99c9ffeea8ca7493a392055a5aebe55466cf3cdb30fa873cdc5e",
+        "queue.jsonl": "3e618f7ebd2e00de28247467f6e9c6e020bda769a41a4c3c1f73e37b49c82467",
+        "requests.csv": "489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "32e367ce5fbf9579c4a22e511cb8c2d072c29fdb40ad382c2bab437cfc01d065",
+        "apl-state.float32.npy": "07361b6bdd6f3c75f6aaf6460f88e51f80108ded44a8965baa195f73ef9809f6",
+        "apl-inhibition.float32.npy": "0eb3395ccede202f4c06d692958a16cdcea839fc6e85d633154afcad8c7bfbe5",
+        "apl-applied.float32.npy": "394e8e40da40efc363a8aa560c23607758d621a581176cd8a330b7267d013b23",
+        "apl-pending-tail.float32.npy": "c5f2fdbe6055a68bc886925dd01174d46500e4b0244c92028264855e680c91db",
+        "apl-timing-audit.json": "8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67",
+        "requests.npz": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "914eeeb84311271f1191a6aa990ce467f3cfa9a33de91744d698b32148e7fc4c",
+        "summary.json": "2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7",
+        "tick-state-hashes.jsonl": "bf62ae9a56791ac7ea79ba821680d165962db865f33737b3b85cc9ea44931d78",
+        "queue.jsonl": "2c30d8b29b7d72913df6dc047d341661f77e42220bef42f324683aaea1f567c1",
+        "requests.csv": "9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c38f3168f1315aa2fdf02e34f7b695b305dd722096242c6180059bba24203a12",
+        "apl-state.float32.npy": "accce938b5dab6a15af00fc5c35cd476e75a85d236f613ee56674af3a41cb099",
+        "apl-inhibition.float32.npy": "2cd0f46f3ac5a504786add9c89282129bed51064cd1935868007d24e8aa4ef07",
+        "apl-applied.float32.npy": "007df4d22c31132332672b29b71d7ce19b835be93a39274bb24d9eaaf9090319",
+        "apl-pending-tail.float32.npy": "1e0440fc7d9521e93e266b3e01e2338cb534c94679610ba93a6d74a7b59e0254",
+        "apl-timing-audit.json": "d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00",
+        "requests.npz": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "7a32c17e2457bc3ac267834d1cb97cfb97e122131ff827d328230cda349f3647",
+        "summary.json": "fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc",
+        "tick-state-hashes.jsonl": "1ddb546e66371fd7b1d6f6bf630cb15d07b037c9a21b7f9dc18a99b7ef70d871",
+        "queue.jsonl": "07553a422c1275c8d1b63f2e6da04cd01615d02eb5d50cdd8a4d049f6042eb6c",
+        "requests.csv": "bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9ce4c42e47b2cfd367a5dc33bc685cbb18266111afd09fa365ffbb704e721c9a",
+        "apl-state.float32.npy": "2f81d7e25f8f96a1b4d0e460f71ed74204cc09326b362b93e3732f31b0f0f8d8",
+        "apl-inhibition.float32.npy": "b1c4d9ebd79c29400d1737cb0f2abca03f2da92b319a1c05531d3f99d51b9b61",
+        "apl-applied.float32.npy": "48f2b648ae276ac5731feb861680e0f8afaf2e90e28d30c980fb97f4b34d287a",
+        "apl-pending-tail.float32.npy": "6fbf62a04ea53c22f8b80abc465e9d2c679485f9faff7aee10d20c1d59924892",
+        "apl-timing-audit.json": "8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4"
+      }
+    },
+    {
+      "case": "novel_to_aj-matched_energy-05-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4",
+        "requests.npz": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99",
+        "pn-drive.npz": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b"
+      },
+      "output_sha256": {
+        "state.npz": "3f7014ce074fe7b7657cce45951f94232f73a588dd44fe20d0b79b124d00e1d5",
+        "summary.json": "cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21",
+        "tick-state-hashes.jsonl": "f9f91a58f46f2865c0493f9fc7ece8930caa0ceed69d7a13de0ff599c3a14c96",
+        "queue.jsonl": "699fdbf2282105c153c1e1a362fddcaa3f3a5ecd784c4e40b7a1c79bc4c08312",
+        "requests.csv": "0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ccc24543aa81da3b8f40b1e754a55dc0d0edf0518c48820aaf1d4117026357be",
+        "apl-state.float32.npy": "ac4d70ec6e71c060acc0281cb0bb678df658266d8e290246126aa1c08457166d",
+        "apl-inhibition.float32.npy": "8e9263f3e5d2a34b6f1bb951356ee501687441f798f77cab85adf1f70700d5f4",
+        "apl-applied.float32.npy": "6baf311f5f615bdbe52d19bd2fa9ce08179e6030f2c0aed3edc50817d16a194e",
+        "apl-pending-tail.float32.npy": "4999fda512a6bc26c993a9db20e951a692bcf8b84b9a86406ea42b37fd537e6b",
+        "apl-timing-audit.json": "1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969"
+      }
+    }
+  ],
+  "phase": "4AK",
+  "apl_delay_steps": 18,
+  "seeds": [
+    1073741825,
+    1073741826,
+    1073741827,
+    1073741828,
+    1073741829
+  ],
+  "duration_ms": 100.0,
+  "odor_ids": [
+    "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+    "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+    "CETWDUZRCINIHU-ZETCQYMHSA-N",
+    "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+    "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+    "ACCRBMDJCPPJDX-UHFFFAOYSA-N"
+  ],
+  "encoder_audit": {
+    "panel_count": 12,
+    "cal_count": 6,
+    "novel_to_aj_count": 6,
+    "median_mapped_response_sum": 2.556107997894287,
+    "seeds": [
+      1073741825,
+      1073741826,
+      1073741827,
+      1073741828,
+      1073741829
+    ],
+    "seeds_static_audit_sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+    "cohorts_static_panel_rows": {
+      "seed_validation": [
+        {
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_index": 0,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_index": 1,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_index": 2,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_index": 3,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_index": 4,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_index": 5,
+          "source_panel_split": "calibration"
+        }
+      ],
+      "novel_to_aj": [
+        {
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_index": 0,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_index": 1,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_index": 2,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_index": 3,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_index": 4,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_index": 5,
+          "source_panel_split": "heldout"
+        }
+      ]
+    },
+    "requested_before_any_dynamics": true,
+    "historical_never_simulated_claim": false,
+    "old_heldout_dynamic_access": false,
+    "seed_namespace_universally_independent_claim": false,
+    "source_function": "Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies",
+    "source_sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+    "function_ast_sha256": "5dcedb699cc77f5a47ee6d91f52c93138ddbc23e37c9c8b28927e34370d92fd1",
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "control_60_original_CAL_arrays_exact": true,
+    "target_rng_column_order": "Original function output, unchanged",
+    "generation": "Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests",
+    "expected_not_realized_input_energy_matched": true,
+    "no_learning": true
+  },
+  "prerequisite_input_sha256": {
+    "validation_inventory": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+    "encoder_audit": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0",
+    "static_panel": "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0",
+    "seed_audit": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+    "KC_identity": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "frozen_D18_spec": "acb231fe2f6ee50a48bdd9abb1fd7422d7a77b6a471ad4e5793ef9a4ba9f9c4c",
+    "AG_calibration_source": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+    "AJ_calibration_source": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+  },
+  "representation_failure_is_not_numerical_failure": true,
+  "old_module_globals_modified": false,
+  "old_heldout_dynamic_access": false,
+  "historical_never_simulated_claim": false,
+  "requested_cohort_only_dynamic_read": true,
+  "suite_owns_sequential_unlock": true,
+  "shared_apl_component_oracle_limit": true,
+  "independent_oracle_equivalence_claim": false,
+  "seed_namespace_claim": "Declared static-audit scope only; not an unqualified all-history independence claim",
+  "biological_delay_measurement_claimed": false,
+  "candidate_generated": false,
+  "training": false,
+  "metric_source": "SHA-pinned AG complete phase4l gate; SHA-pinned AJ timing/repeat checks"
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/matched_energy.json b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/matched_energy.json
new file mode 100644
index 0000000..dda7a87
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/matched_energy.json
@@ -0,0 +1,166 @@
+{
+  "KC_active_fraction_mean": 0.03456364829396326,
+  "KC_active_fraction_min": 0.025098425196850394,
+  "KC_active_fraction_max": 0.04281496062992126,
+  "same_odor_jaccard_mean": 0.5239602472633675,
+  "different_odor_jaccard_mean": 0.49813404861191707,
+  "same_odor_euclidean_mean": 9.35011998528206,
+  "different_odor_euclidean_mean": 9.710761120032501,
+  "different_odor_cosine_mean": 0.6925354590443998,
+  "different_odor_correlation_mean": 0.6823788328478231,
+  "within_variance": 1.4085895941623687,
+  "between_distance_mean": 9.710761120032501,
+  "pairwise_separation_pass_count": 11,
+  "pair_count": 15,
+  "expected_event_count_cv": 6.479525309699009e-08,
+  "actual_event_count_cv": 0.12072971347645978,
+  "within_distance_count": 60,
+  "between_distance_count": 75,
+  "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+  "pairs": [
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "between_same_seed_mean": 10.194415580431073,
+      "within_this_pair_mean": 9.495502027591526,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "between_same_seed_mean": 10.276005426917207,
+      "within_this_pair_mean": 9.73297081710629,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.538321111284251,
+      "within_this_pair_mean": 9.046595182413544,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.246015949088145,
+      "within_this_pair_mean": 9.165701998313633,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 8.161956426348691,
+      "within_this_pair_mean": 10.134468592879493,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "between_same_seed_mean": 10.420065155860634,
+      "within_this_pair_mean": 9.466033513468663,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.508366742966748,
+      "within_this_pair_mean": 8.779657878775918,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.417873674015214,
+      "within_this_pair_mean": 8.898764694676007,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 9.954714535806954,
+      "within_this_pair_mean": 9.867531289241866,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.29225539605903,
+      "within_this_pair_mean": 9.017126668290675,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.810456952037356,
+      "within_this_pair_mean": 9.136233484190765,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 10.78583871292203,
+      "within_this_pair_mean": 10.105000078756625,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.730333158042853,
+      "within_this_pair_mean": 8.449857849498022,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 9.876794126011836,
+      "within_this_pair_mean": 9.418624444063882,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 9.448003852695445,
+      "within_this_pair_mean": 9.53773125996397,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    }
+  ],
+  "conditions": {
+    "mean_sparsity_in_closed_interval": true,
+    "maximum_strictly_below_half": true,
+    "minimum_strictly_positive": true,
+    "same_jaccard_gt_different": true,
+    "different_euclidean_gt_same": true,
+    "at_least_original_pair_count": true
+  },
+  "gate": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/physiological.json b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/physiological.json
new file mode 100644
index 0000000..5e05447
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/physiological.json
@@ -0,0 +1,166 @@
+{
+  "KC_active_fraction_mean": 0.03467027559055118,
+  "KC_active_fraction_min": 0.02436023622047244,
+  "KC_active_fraction_max": 0.04429133858267716,
+  "same_odor_jaccard_mean": 0.543793759826409,
+  "different_odor_jaccard_mean": 0.48724253510536,
+  "same_odor_euclidean_mean": 9.106586200509772,
+  "different_odor_euclidean_mean": 9.867234533015372,
+  "different_odor_cosine_mean": 0.6828345544558085,
+  "different_odor_correlation_mean": 0.6722922861826438,
+  "within_variance": 1.203421106018339,
+  "between_distance_mean": 9.867234533015372,
+  "pairwise_separation_pass_count": 12,
+  "pair_count": 15,
+  "expected_event_count_cv": 0.2888504916519036,
+  "actual_event_count_cv": 0.2773419310910846,
+  "within_distance_count": 60,
+  "between_distance_count": 75,
+  "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+  "pairs": [
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "between_same_seed_mean": 10.495296127096122,
+      "within_this_pair_mean": 9.473037583195053,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "between_same_seed_mean": 10.36210830513364,
+      "within_this_pair_mean": 9.834414917186283,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.52648106789935,
+      "within_this_pair_mean": 8.87587692492626,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.152515010263008,
+      "within_this_pair_mean": 9.053258376870653,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 9.480463590353983,
+      "within_this_pair_mean": 9.612554253413183,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": false
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "between_same_seed_mean": 10.33032386345197,
+      "within_this_pair_mean": 9.542760773350278,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.449468338125584,
+      "within_this_pair_mean": 8.584222781090254,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.25575214599333,
+      "within_this_pair_mean": 8.761604233034646,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 9.855439759779632,
+      "within_this_pair_mean": 9.320900109577176,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "between_same_seed_mean": 10.277158936450778,
+      "within_this_pair_mean": 8.945600115081486,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 9.907323514823078,
+      "within_this_pair_mean": 9.122981567025878,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 10.472489900890281,
+      "within_this_pair_mean": 9.68227744356841,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "between_same_seed_mean": 8.75359235858135,
+      "within_this_pair_mean": 8.164443574765855,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 10.576894760161489,
+      "within_this_pair_mean": 8.723739451308385,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    },
+    {
+      "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "between_same_seed_mean": 10.113210316227029,
+      "within_this_pair_mean": 8.901120903252778,
+      "between_distance_count": 5,
+      "within_distance_count": 20,
+      "gate": true
+    }
+  ],
+  "conditions": {
+    "mean_sparsity_in_closed_interval": true,
+    "maximum_strictly_below_half": true,
+    "minimum_strictly_positive": true,
+    "same_jaccard_gt_different": true,
+    "different_euclidean_gt_same": true,
+    "at_least_original_pair_count": true
+  },
+  "gate": true
+}
diff --git a/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/summary.json b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/summary.json
new file mode 100644
index 0000000..e94036f
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/evidence/validation/seed_validation/summary.json
@@ -0,0 +1,4657 @@
+{
+  "cohort": "seed_validation",
+  "source_panel_split": "calibration",
+  "pass_all": true,
+  "execution_gate_pass": true,
+  "numerical_integrity_pass": true,
+  "exact_repeat_pass": true,
+  "representation_gate_pass": true,
+  "original_representation_gate_pass": true,
+  "expected_base_trials": 60,
+  "valid_base_trials": 60,
+  "expected_repeats": 12,
+  "checked_repeats": 12,
+  "checked_timing_trials": 72,
+  "modes": {
+    "physiological": {
+      "KC_active_fraction_mean": 0.03467027559055118,
+      "KC_active_fraction_min": 0.02436023622047244,
+      "KC_active_fraction_max": 0.04429133858267716,
+      "same_odor_jaccard_mean": 0.543793759826409,
+      "different_odor_jaccard_mean": 0.48724253510536,
+      "same_odor_euclidean_mean": 9.106586200509772,
+      "different_odor_euclidean_mean": 9.867234533015372,
+      "different_odor_cosine_mean": 0.6828345544558085,
+      "different_odor_correlation_mean": 0.6722922861826438,
+      "within_variance": 1.203421106018339,
+      "between_distance_mean": 9.867234533015372,
+      "pairwise_separation_pass_count": 12,
+      "pair_count": 15,
+      "expected_event_count_cv": 0.2888504916519036,
+      "actual_event_count_cv": 0.2773419310910846,
+      "within_distance_count": 60,
+      "between_distance_count": 75,
+      "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+      "pairs": [
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "between_same_seed_mean": 10.495296127096122,
+          "within_this_pair_mean": 9.473037583195053,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "between_same_seed_mean": 10.36210830513364,
+          "within_this_pair_mean": 9.834414917186283,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.52648106789935,
+          "within_this_pair_mean": 8.87587692492626,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.152515010263008,
+          "within_this_pair_mean": 9.053258376870653,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 9.480463590353983,
+          "within_this_pair_mean": 9.612554253413183,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "between_same_seed_mean": 10.33032386345197,
+          "within_this_pair_mean": 9.542760773350278,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.449468338125584,
+          "within_this_pair_mean": 8.584222781090254,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.25575214599333,
+          "within_this_pair_mean": 8.761604233034646,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 9.855439759779632,
+          "within_this_pair_mean": 9.320900109577176,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.277158936450778,
+          "within_this_pair_mean": 8.945600115081486,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.907323514823078,
+          "within_this_pair_mean": 9.122981567025878,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 10.472489900890281,
+          "within_this_pair_mean": 9.68227744356841,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.75359235858135,
+          "within_this_pair_mean": 8.164443574765855,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 10.576894760161489,
+          "within_this_pair_mean": 8.723739451308385,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 10.113210316227029,
+          "within_this_pair_mean": 8.901120903252778,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        }
+      ],
+      "conditions": {
+        "mean_sparsity_in_closed_interval": true,
+        "maximum_strictly_below_half": true,
+        "minimum_strictly_positive": true,
+        "same_jaccard_gt_different": true,
+        "different_euclidean_gt_same": true,
+        "at_least_original_pair_count": true
+      },
+      "gate": true
+    },
+    "matched_energy": {
+      "KC_active_fraction_mean": 0.03456364829396326,
+      "KC_active_fraction_min": 0.025098425196850394,
+      "KC_active_fraction_max": 0.04281496062992126,
+      "same_odor_jaccard_mean": 0.5239602472633675,
+      "different_odor_jaccard_mean": 0.49813404861191707,
+      "same_odor_euclidean_mean": 9.35011998528206,
+      "different_odor_euclidean_mean": 9.710761120032501,
+      "different_odor_cosine_mean": 0.6925354590443998,
+      "different_odor_correlation_mean": 0.6823788328478231,
+      "within_variance": 1.4085895941623687,
+      "between_distance_mean": 9.710761120032501,
+      "pairwise_separation_pass_count": 11,
+      "pair_count": 15,
+      "expected_event_count_cv": 6.479525309699009e-08,
+      "actual_event_count_cv": 0.12072971347645978,
+      "within_distance_count": 60,
+      "between_distance_count": 75,
+      "pairwise_baseline": "Each pair's two odors: 10+10 within-seed distances; never pooled across all odors",
+      "pairs": [
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "between_same_seed_mean": 10.194415580431073,
+          "within_this_pair_mean": 9.495502027591526,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "between_same_seed_mean": 10.276005426917207,
+          "within_this_pair_mean": 9.73297081710629,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.538321111284251,
+          "within_this_pair_mean": 9.046595182413544,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.246015949088145,
+          "within_this_pair_mean": 9.165701998313633,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 8.161956426348691,
+          "within_this_pair_mean": 10.134468592879493,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "between_same_seed_mean": 10.420065155860634,
+          "within_this_pair_mean": 9.466033513468663,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.508366742966748,
+          "within_this_pair_mean": 8.779657878775918,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.417873674015214,
+          "within_this_pair_mean": 8.898764694676007,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 9.954714535806954,
+          "within_this_pair_mean": 9.867531289241866,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "between_same_seed_mean": 10.29225539605903,
+          "within_this_pair_mean": 9.017126668290675,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 9.810456952037356,
+          "within_this_pair_mean": 9.136233484190765,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 10.78583871292203,
+          "within_this_pair_mean": 10.105000078756625,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_id_b": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "between_same_seed_mean": 8.730333158042853,
+          "within_this_pair_mean": 8.449857849498022,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 9.876794126011836,
+          "within_this_pair_mean": 9.418624444063882,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": true
+        },
+        {
+          "odor_id_a": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_id_b": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "between_same_seed_mean": 9.448003852695445,
+          "within_this_pair_mean": 9.53773125996397,
+          "between_distance_count": 5,
+          "within_distance_count": 20,
+          "gate": false
+        }
+      ],
+      "conditions": {
+        "mean_sparsity_in_closed_interval": true,
+        "maximum_strictly_below_half": true,
+        "minimum_strictly_positive": true,
+        "same_jaccard_gt_different": true,
+        "different_euclidean_gt_same": true,
+        "at_least_original_pair_count": true
+      },
+      "gate": true
+    }
+  },
+  "runs": [
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 132,
+      "KC_active_fraction": 0.03248031496062992,
+      "KC_spikes": 135,
+      "KC_first_latency_ms": 15.100000000000001,
+      "external_events": 79,
+      "expected_external_events": 105.90211181640625,
+      "total_PN_rate_hz": 1059.0211181640625,
+      "finite": true,
+      "total_spikes": 30876,
+      "requested": 110,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741826",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 166,
+      "KC_active_fraction": 0.04084645669291338,
+      "KC_spikes": 168,
+      "KC_first_latency_ms": 18.6,
+      "external_events": 78,
+      "expected_external_events": 105.90211181640625,
+      "total_PN_rate_hz": 1059.0211181640625,
+      "finite": true,
+      "total_spikes": 30280,
+      "requested": 109,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741827",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 144,
+      "KC_active_fraction": 0.03543307086614173,
+      "KC_spikes": 147,
+      "KC_first_latency_ms": 18.2,
+      "external_events": 98,
+      "expected_external_events": 105.90211181640625,
+      "total_PN_rate_hz": 1059.0211181640625,
+      "finite": true,
+      "total_spikes": 29830,
+      "requested": 130,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741828",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 122,
+      "KC_active_fraction": 0.030019685039370077,
+      "KC_spikes": 125,
+      "KC_first_latency_ms": 18.7,
+      "external_events": 74,
+      "expected_external_events": 105.90211181640625,
+      "total_PN_rate_hz": 1059.0211181640625,
+      "finite": true,
+      "total_spikes": 29892,
+      "requested": 112,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741829",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 109,
+      "KC_active_fraction": 0.026820866141732284,
+      "KC_spikes": 111,
+      "KC_first_latency_ms": 24.6,
+      "external_events": 63,
+      "expected_external_events": 105.90211181640625,
+      "total_PN_rate_hz": 1059.0211181640625,
+      "finite": true,
+      "total_spikes": 26554,
+      "requested": 89,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "mode": "physiological",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 162,
+      "KC_active_fraction": 0.03986220472440945,
+      "KC_spikes": 164,
+      "KC_first_latency_ms": 12.100000000000001,
+      "external_events": 78,
+      "expected_external_events": 126.12415771484375,
+      "total_PN_rate_hz": 1261.2415771484375,
+      "finite": true,
+      "total_spikes": 30839,
+      "requested": 120,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741826",
+      "mode": "physiological",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 146,
+      "KC_active_fraction": 0.0359251968503937,
+      "KC_spikes": 149,
+      "KC_first_latency_ms": 18.3,
+      "external_events": 102,
+      "expected_external_events": 126.12415771484375,
+      "total_PN_rate_hz": 1261.2415771484375,
+      "finite": true,
+      "total_spikes": 29681,
+      "requested": 140,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741827",
+      "mode": "physiological",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 175,
+      "KC_active_fraction": 0.043061023622047244,
+      "KC_spikes": 178,
+      "KC_first_latency_ms": 15.0,
+      "external_events": 84,
+      "expected_external_events": 126.12415771484375,
+      "total_PN_rate_hz": 1261.2415771484375,
+      "finite": true,
+      "total_spikes": 30987,
+      "requested": 131,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741828",
+      "mode": "physiological",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 180,
+      "KC_active_fraction": 0.04429133858267716,
+      "KC_spikes": 183,
+      "KC_first_latency_ms": 19.700000000000003,
+      "external_events": 85,
+      "expected_external_events": 126.12415771484375,
+      "total_PN_rate_hz": 1261.2415771484375,
+      "finite": true,
+      "total_spikes": 30044,
+      "requested": 125,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741829",
+      "mode": "physiological",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 172,
+      "KC_active_fraction": 0.04232283464566929,
+      "KC_spikes": 175,
+      "KC_first_latency_ms": 11.600000000000001,
+      "external_events": 78,
+      "expected_external_events": 126.12415771484375,
+      "total_PN_rate_hz": 1261.2415771484375,
+      "finite": true,
+      "total_spikes": 31377,
+      "requested": 123,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "mode": "physiological",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 141,
+      "KC_active_fraction": 0.03469488188976378,
+      "KC_spikes": 144,
+      "KC_first_latency_ms": 14.600000000000001,
+      "external_events": 62,
+      "expected_external_events": 103.575341796875,
+      "total_PN_rate_hz": 1035.75341796875,
+      "finite": true,
+      "total_spikes": 30688,
+      "requested": 100,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741826",
+      "mode": "physiological",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 120,
+      "KC_active_fraction": 0.02952755905511811,
+      "KC_spikes": 123,
+      "KC_first_latency_ms": 14.8,
+      "external_events": 77,
+      "expected_external_events": 103.575341796875,
+      "total_PN_rate_hz": 1035.75341796875,
+      "finite": true,
+      "total_spikes": 31406,
+      "requested": 113,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741827",
+      "mode": "physiological",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 155,
+      "KC_active_fraction": 0.03813976377952756,
+      "KC_spikes": 158,
+      "KC_first_latency_ms": 17.400000000000002,
+      "external_events": 72,
+      "expected_external_events": 103.575341796875,
+      "total_PN_rate_hz": 1035.75341796875,
+      "finite": true,
+      "total_spikes": 29197,
+      "requested": 105,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741828",
+      "mode": "physiological",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 141,
+      "KC_active_fraction": 0.03469488188976378,
+      "KC_spikes": 144,
+      "KC_first_latency_ms": 15.600000000000001,
+      "external_events": 76,
+      "expected_external_events": 103.575341796875,
+      "total_PN_rate_hz": 1035.75341796875,
+      "finite": true,
+      "total_spikes": 29395,
+      "requested": 117,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741829",
+      "mode": "physiological",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 160,
+      "KC_active_fraction": 0.03937007874015748,
+      "KC_spikes": 163,
+      "KC_first_latency_ms": 13.3,
+      "external_events": 57,
+      "expected_external_events": 103.575341796875,
+      "total_PN_rate_hz": 1035.75341796875,
+      "finite": true,
+      "total_spikes": 32003,
+      "requested": 104,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "mode": "physiological",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 99,
+      "KC_active_fraction": 0.02436023622047244,
+      "KC_spikes": 101,
+      "KC_first_latency_ms": 17.7,
+      "external_events": 71,
+      "expected_external_events": 85.80020141601562,
+      "total_PN_rate_hz": 858.0020141601562,
+      "finite": true,
+      "total_spikes": 29170,
+      "requested": 96,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741826",
+      "mode": "physiological",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 107,
+      "KC_active_fraction": 0.026328740157480313,
+      "KC_spikes": 110,
+      "KC_first_latency_ms": 17.7,
+      "external_events": 73,
+      "expected_external_events": 85.80020141601562,
+      "total_PN_rate_hz": 858.0020141601562,
+      "finite": true,
+      "total_spikes": 30042,
+      "requested": 99,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741827",
+      "mode": "physiological",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 128,
+      "KC_active_fraction": 0.031496062992125984,
+      "KC_spikes": 131,
+      "KC_first_latency_ms": 23.3,
+      "external_events": 67,
+      "expected_external_events": 85.80020141601562,
+      "total_PN_rate_hz": 858.0020141601562,
+      "finite": true,
+      "total_spikes": 28600,
+      "requested": 99,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741828",
+      "mode": "physiological",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 112,
+      "KC_active_fraction": 0.027559055118110236,
+      "KC_spikes": 115,
+      "KC_first_latency_ms": 19.8,
+      "external_events": 73,
+      "expected_external_events": 85.80020141601562,
+      "total_PN_rate_hz": 858.0020141601562,
+      "finite": true,
+      "total_spikes": 29389,
+      "requested": 98,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741829",
+      "mode": "physiological",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 110,
+      "KC_active_fraction": 0.027066929133858268,
+      "KC_spikes": 112,
+      "KC_first_latency_ms": 23.200000000000003,
+      "external_events": 57,
+      "expected_external_events": 85.80020141601562,
+      "total_PN_rate_hz": 858.0020141601562,
+      "finite": true,
+      "total_spikes": 26493,
+      "requested": 82,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "mode": "physiological",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 140,
+      "KC_active_fraction": 0.0344488188976378,
+      "KC_spikes": 142,
+      "KC_first_latency_ms": 24.3,
+      "external_events": 46,
+      "expected_external_events": 77.2682861328125,
+      "total_PN_rate_hz": 772.682861328125,
+      "finite": true,
+      "total_spikes": 27631,
+      "requested": 62,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741826",
+      "mode": "physiological",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 135,
+      "KC_active_fraction": 0.03321850393700788,
+      "KC_spikes": 137,
+      "KC_first_latency_ms": 20.3,
+      "external_events": 69,
+      "expected_external_events": 77.2682861328125,
+      "total_PN_rate_hz": 772.682861328125,
+      "finite": true,
+      "total_spikes": 28277,
+      "requested": 86,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741827",
+      "mode": "physiological",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 128,
+      "KC_active_fraction": 0.031496062992125984,
+      "KC_spikes": 131,
+      "KC_first_latency_ms": 20.1,
+      "external_events": 69,
+      "expected_external_events": 77.2682861328125,
+      "total_PN_rate_hz": 772.682861328125,
+      "finite": true,
+      "total_spikes": 29438,
+      "requested": 93,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741828",
+      "mode": "physiological",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 121,
+      "KC_active_fraction": 0.029773622047244094,
+      "KC_spikes": 124,
+      "KC_first_latency_ms": 18.5,
+      "external_events": 61,
+      "expected_external_events": 77.2682861328125,
+      "total_PN_rate_hz": 772.682861328125,
+      "finite": true,
+      "total_spikes": 29353,
+      "requested": 87,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741829",
+      "mode": "physiological",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 113,
+      "KC_active_fraction": 0.02780511811023622,
+      "KC_spikes": 115,
+      "KC_first_latency_ms": 22.8,
+      "external_events": 57,
+      "expected_external_events": 77.2682861328125,
+      "total_PN_rate_hz": 772.682861328125,
+      "finite": true,
+      "total_spikes": 27031,
+      "requested": 74,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 158,
+      "KC_active_fraction": 0.03887795275590551,
+      "KC_spikes": 162,
+      "KC_first_latency_ms": 14.3,
+      "external_events": 136,
+      "expected_external_events": 174.35963134765626,
+      "total_PN_rate_hz": 1743.5963134765625,
+      "finite": true,
+      "total_spikes": 32142,
+      "requested": 185,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741826",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 176,
+      "KC_active_fraction": 0.04330708661417323,
+      "KC_spikes": 179,
+      "KC_first_latency_ms": 12.700000000000001,
+      "external_events": 116,
+      "expected_external_events": 174.35963134765626,
+      "total_PN_rate_hz": 1743.5963134765625,
+      "finite": true,
+      "total_spikes": 31839,
+      "requested": 181,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741827",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 173,
+      "KC_active_fraction": 0.042568897637795276,
+      "KC_spikes": 176,
+      "KC_first_latency_ms": 14.5,
+      "external_events": 131,
+      "expected_external_events": 174.35963134765626,
+      "total_PN_rate_hz": 1743.5963134765625,
+      "finite": true,
+      "total_spikes": 29587,
+      "requested": 194,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741828",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 150,
+      "KC_active_fraction": 0.036909448818897635,
+      "KC_spikes": 153,
+      "KC_first_latency_ms": 12.5,
+      "external_events": 119,
+      "expected_external_events": 174.35963134765626,
+      "total_PN_rate_hz": 1743.5963134765625,
+      "finite": true,
+      "total_spikes": 31659,
+      "requested": 167,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741829",
+      "mode": "physiological",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 152,
+      "KC_active_fraction": 0.03740157480314961,
+      "KC_spikes": 154,
+      "KC_first_latency_ms": 13.700000000000001,
+      "external_events": 104,
+      "expected_external_events": 174.35963134765626,
+      "total_PN_rate_hz": 1743.5963134765625,
+      "finite": true,
+      "total_spikes": 29695,
+      "requested": 155,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 135,
+      "KC_active_fraction": 0.03321850393700788,
+      "KC_spikes": 138,
+      "KC_first_latency_ms": 15.100000000000001,
+      "external_events": 78,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30982,
+      "requested": 107,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 166,
+      "KC_active_fraction": 0.04084645669291338,
+      "KC_spikes": 169,
+      "KC_first_latency_ms": 18.6,
+      "external_events": 70,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30906,
+      "requested": 106,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 144,
+      "KC_active_fraction": 0.03543307086614173,
+      "KC_spikes": 147,
+      "KC_first_latency_ms": 18.2,
+      "external_events": 92,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30254,
+      "requested": 125,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 122,
+      "KC_active_fraction": 0.030019685039370077,
+      "KC_spikes": 125,
+      "KC_first_latency_ms": 18.7,
+      "external_events": 76,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29646,
+      "requested": 109,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+      "odor_name": "ethyl (R)-(-)-3-hydroxybutanoate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 109,
+      "KC_active_fraction": 0.026820866141732284,
+      "KC_spikes": 111,
+      "KC_first_latency_ms": 24.6,
+      "external_events": 64,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 26212,
+      "requested": 82,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 0
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 166,
+      "KC_active_fraction": 0.04084645669291338,
+      "KC_spikes": 169,
+      "KC_first_latency_ms": 12.0,
+      "external_events": 71,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 30314,
+      "requested": 104,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 149,
+      "KC_active_fraction": 0.03666338582677165,
+      "KC_spikes": 151,
+      "KC_first_latency_ms": 18.6,
+      "external_events": 84,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 29743,
+      "requested": 115,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 174,
+      "KC_active_fraction": 0.04281496062992126,
+      "KC_spikes": 177,
+      "KC_first_latency_ms": 15.0,
+      "external_events": 69,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 31100,
+      "requested": 108,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 174,
+      "KC_active_fraction": 0.04281496062992126,
+      "KC_spikes": 176,
+      "KC_first_latency_ms": 19.700000000000003,
+      "external_events": 64,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 29148,
+      "requested": 100,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+      "odor_name": "3-penten-2-one",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 165,
+      "KC_active_fraction": 0.0406003937007874,
+      "KC_spikes": 168,
+      "KC_first_latency_ms": 14.5,
+      "external_events": 65,
+      "expected_external_events": 102.2443115234375,
+      "total_PN_rate_hz": 1022.443115234375,
+      "finite": true,
+      "total_spikes": 30726,
+      "requested": 103,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 1
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 141,
+      "KC_active_fraction": 0.03469488188976378,
+      "KC_spikes": 144,
+      "KC_first_latency_ms": 14.600000000000001,
+      "external_events": 62,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 30688,
+      "requested": 99,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 120,
+      "KC_active_fraction": 0.02952755905511811,
+      "KC_spikes": 123,
+      "KC_first_latency_ms": 14.8,
+      "external_events": 73,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 31772,
+      "requested": 111,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 155,
+      "KC_active_fraction": 0.03813976377952756,
+      "KC_spikes": 158,
+      "KC_first_latency_ms": 17.400000000000002,
+      "external_events": 72,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 29197,
+      "requested": 105,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 145,
+      "KC_active_fraction": 0.035679133858267716,
+      "KC_spikes": 148,
+      "KC_first_latency_ms": 15.600000000000001,
+      "external_events": 75,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 29791,
+      "requested": 116,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+      "odor_name": "(2R)-hexan-2-ol",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 160,
+      "KC_active_fraction": 0.03937007874015748,
+      "KC_spikes": 163,
+      "KC_first_latency_ms": 13.3,
+      "external_events": 57,
+      "expected_external_events": 102.24430541992187,
+      "total_PN_rate_hz": 1022.4430541992188,
+      "finite": true,
+      "total_spikes": 32003,
+      "requested": 102,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 2
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 108,
+      "KC_active_fraction": 0.0265748031496063,
+      "KC_spikes": 111,
+      "KC_first_latency_ms": 17.7,
+      "external_events": 84,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 28946,
+      "requested": 113,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 111,
+      "KC_active_fraction": 0.027312992125984252,
+      "KC_spikes": 114,
+      "KC_first_latency_ms": 17.5,
+      "external_events": 82,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30341,
+      "requested": 118,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 112,
+      "KC_active_fraction": 0.027559055118110236,
+      "KC_spikes": 115,
+      "KC_first_latency_ms": 23.200000000000003,
+      "external_events": 77,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29051,
+      "requested": 112,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 112,
+      "KC_active_fraction": 0.027559055118110236,
+      "KC_spikes": 115,
+      "KC_first_latency_ms": 17.400000000000002,
+      "external_events": 85,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29748,
+      "requested": 117,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+      "odor_name": "gamma-propyl-gamma-butyrolactone",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 114,
+      "KC_active_fraction": 0.028051181102362203,
+      "KC_spikes": 117,
+      "KC_first_latency_ms": 19.8,
+      "external_events": 69,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 28154,
+      "requested": 95,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 3
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 152,
+      "KC_active_fraction": 0.03740157480314961,
+      "KC_spikes": 156,
+      "KC_first_latency_ms": 16.5,
+      "external_events": 64,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 30169,
+      "requested": 95,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 125,
+      "KC_active_fraction": 0.030757874015748032,
+      "KC_spikes": 128,
+      "KC_first_latency_ms": 16.1,
+      "external_events": 82,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 31710,
+      "requested": 111,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 144,
+      "KC_active_fraction": 0.03543307086614173,
+      "KC_spikes": 146,
+      "KC_first_latency_ms": 20.1,
+      "external_events": 85,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 28859,
+      "requested": 113,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 121,
+      "KC_active_fraction": 0.029773622047244094,
+      "KC_spikes": 124,
+      "KC_first_latency_ms": 18.400000000000002,
+      "external_events": 69,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 29080,
+      "requested": 111,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+      "odor_name": "2-methyl butyl acetate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 102,
+      "KC_active_fraction": 0.025098425196850394,
+      "KC_spikes": 104,
+      "KC_first_latency_ms": 23.1,
+      "external_events": 76,
+      "expected_external_events": 102.24432373046875,
+      "total_PN_rate_hz": 1022.4432373046875,
+      "finite": true,
+      "total_spikes": 27859,
+      "requested": 98,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 4
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741825,
+      "split": "seed_validation",
+      "KC_active": 173,
+      "KC_active_fraction": 0.042568897637795276,
+      "KC_spikes": 176,
+      "KC_first_latency_ms": 17.5,
+      "external_events": 65,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30490,
+      "requested": 95,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741826",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741826,
+      "split": "seed_validation",
+      "KC_active": 174,
+      "KC_active_fraction": 0.04281496062992126,
+      "KC_spikes": 176,
+      "KC_first_latency_ms": 18.1,
+      "external_events": 70,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 31174,
+      "requested": 101,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741827",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741827,
+      "split": "seed_validation",
+      "KC_active": 170,
+      "KC_active_fraction": 0.041830708661417325,
+      "KC_spikes": 173,
+      "KC_first_latency_ms": 15.3,
+      "external_events": 87,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30093,
+      "requested": 108,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741828",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741828,
+      "split": "seed_validation",
+      "KC_active": 140,
+      "KC_active_fraction": 0.0344488188976378,
+      "KC_spikes": 143,
+      "KC_first_latency_ms": 18.8,
+      "external_events": 77,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 29411,
+      "requested": 109,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741829",
+      "mode": "matched_energy",
+      "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+      "odor_name": "ethyl (S)-(+)-3-hydroxybutanoate",
+      "seed": 1073741829,
+      "split": "seed_validation",
+      "KC_active": 131,
+      "KC_active_fraction": 0.032234251968503935,
+      "KC_spikes": 133,
+      "KC_first_latency_ms": 14.3,
+      "external_events": 61,
+      "expected_external_events": 102.24431762695312,
+      "total_PN_rate_hz": 1022.4431762695312,
+      "finite": true,
+      "total_spikes": 30288,
+      "requested": 96,
+      "cohort": "seed_validation",
+      "validation_cohort": "seed_validation",
+      "source_panel_split": "calibration",
+      "historical_never_simulated_claim": false,
+      "used_for_parameter_selection": false,
+      "source_panel_row": 5
+    }
+  ],
+  "repeats": [
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "pass_all": true,
+      "checks": {
+        "state/step": true,
+        "state/neuron_idx": true,
+        "state/counts": true,
+        "state/v": true,
+        "state/g": true,
+        "state/ref": true,
+        "apl-drive.float32.npy": true,
+        "apl-state.float32.npy": true,
+        "apl-inhibition.float32.npy": true,
+        "tick_state_hashes": true,
+        "queues": true,
+        "requests": true,
+        "apl_component": true,
+        "apl_applied": true,
+        "apl_pending": true,
+        "timing_audit": true
+      },
+      "scope": "All six state arrays, every tick all-neuron hashes, APL raw float32 traces, queues, requests and APL environment; plus delayed applied h, finite pending tail and timing audit"
+    }
+  ],
+  "timing_checks": [
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "repeat": 1,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741826",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741827",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741828",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741829",
+      "repeat": 0,
+      "pass_all": true,
+      "apl_delay_steps": 18,
+      "steps": 1000,
+      "generated_applied_pending_bits_exact": true,
+      "pending_generated_count": 18,
+      "pending_initial_zero_prefix": 0,
+      "brain_tail_advanced": false
+    }
+  ],
+  "failures": [],
+  "input_output_provenance": [
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+        "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+        "summary.json": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266",
+        "tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+        "queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+        "requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+        "apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+        "apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+        "apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+        "apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+        "apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4",
+        "requests.npz": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+        "summary.json": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0",
+        "tick-state-hashes.jsonl": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+        "queue.jsonl": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+        "requests.csv": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+        "apl-state.float32.npy": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+        "apl-inhibition.float32.npy": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+        "apl-applied.float32.npy": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+        "apl-pending-tail.float32.npy": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+        "apl-timing-audit.json": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724",
+        "requests.npz": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "d9b75c213137f539c819108314e89a2c97f37e494c8843e927b6edd7d540fd00",
+        "summary.json": "bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353",
+        "tick-state-hashes.jsonl": "d606283bed3d3a9825e8a58ebee591861607dc5fa6725eb53b581f1dc4741d35",
+        "queue.jsonl": "fcfba29a02d083dca93f5ce769551711afcecbf7ce7c65b601bc748ea52b5885",
+        "requests.csv": "fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "7c7e3ae0611ecedf17b1fa73e71cdb1cd6d84279c1bd7e87fc03e630debca586",
+        "apl-state.float32.npy": "48dc294605174b45f66e44891dc681829b589d16dcb98e092e0bc16109e94544",
+        "apl-inhibition.float32.npy": "91e4b6eb2f7e9bfeb5d494858d5508add90b50af191287fe302cccd810b4d6b6",
+        "apl-applied.float32.npy": "539da99c90e24733c09486b90f24048e893f70ec6f024472f729a39e8bf3d0a6",
+        "apl-pending-tail.float32.npy": "daac7da768d9938e767b2a4bf4a3d5fdd566b0d45050029dbc68d1cfcea2fb0e",
+        "apl-timing-audit.json": "a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2",
+        "requests.npz": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "7dd144de2ecef51495e2aab8ccab3a78a914da8b7820c5042ddeb03803c70d5b",
+        "summary.json": "717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159",
+        "tick-state-hashes.jsonl": "c47f38aaf7943b94830a2e36dccd3c653c8e7919a44c6bad8ffc3115f33d9aeb",
+        "queue.jsonl": "dedeaa8b506dabaa18ad7d36e7f96e712f71b824bbe6dca779e1cc2e0856f00e",
+        "requests.csv": "9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "5454b8df3e9135b0bacd1f3df54c5f223280abf6e5783f2c382e22eb8f482437",
+        "apl-state.float32.npy": "a5496569e11d31e47cc1e357c4869c0645594299e5d793ad95b0fcef0b730e41",
+        "apl-inhibition.float32.npy": "519f9d112184ee000b24972c57a4d4003166d9f6e0d1e6b22bc37a67674d0292",
+        "apl-applied.float32.npy": "1c143ba523c5f1e64718227dd0e2794cea1398e26536a6eb6ed741a2a63ad0c5",
+        "apl-pending-tail.float32.npy": "a1192f0dc91914e3bd655801e4600f4b72f93dd079c676724e0ba3c5a2b263e5",
+        "apl-timing-audit.json": "a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5",
+        "requests.npz": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "e6887b675f40e9ff61b86def950d33afbb75a2824fcca7ee59b78263e2ff0a94",
+        "summary.json": "90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e",
+        "tick-state-hashes.jsonl": "70673a230d4d69904ca27536001d8258ee50e39bcaffe2dbd776713e98e26bc3",
+        "queue.jsonl": "2ca893cbc9ceea81c86a2baf7d46641a0f7738ff1a145e7c5436e95216d0ed34",
+        "requests.csv": "fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3ca31d10837a626ec7f5ae24bff77f9ed5ac218af49857f15bf8c51424983ad0",
+        "apl-state.float32.npy": "4351a8e93c1e243e431c191fd4f0effde02262b3c049fd7c718e0b575d46f23e",
+        "apl-inhibition.float32.npy": "cd6e6474c460dbbfe442989bf6a9f8e434baf9496eed60bd60230c7e9f3c762e",
+        "apl-applied.float32.npy": "f8070a2527e6e7926ed58fb65c907af4bcbc028f5c7b7c19f05489e95233366e",
+        "apl-pending-tail.float32.npy": "e3cde7d209cb5f5349f079f36618acc64b49a5f8be8e111c1ff2bafc528dff2c",
+        "apl-timing-audit.json": "bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-00-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61",
+        "requests.npz": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9",
+        "pn-drive.npz": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7"
+      },
+      "output_sha256": {
+        "state.npz": "92131fd3cf163d8bba69c0bcddc8fea2f914026ee93cc64bb92a09944d64157f",
+        "summary.json": "a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0",
+        "tick-state-hashes.jsonl": "e1744afd3f0a40320432f4e4ae9a962a8ab0e8a0b47c346a2fe608b45f4a10f2",
+        "queue.jsonl": "94f2982dff2adc96154b8826c3a3cf86063890bb09a960b0a2c46b9e8b121277",
+        "requests.csv": "2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e5f45d665501b65dd0ec4d0a4419db02a61ec3769d31563d4710d91b20968164",
+        "apl-state.float32.npy": "1e1c13fe0050f9bc77556d26825fb8862eba6dc2ece6bbcf0363a78601db601b",
+        "apl-inhibition.float32.npy": "e386af05fbb1358dd2e8b43f5b602160c04c15202099c1df2934f9c1ff53d94a",
+        "apl-applied.float32.npy": "903d8b3ebd92eea471bd15b13c85a72c80174801e68c7db2091bc1bac1246bd4",
+        "apl-pending-tail.float32.npy": "547d4eef70871a65cd8f98c069bcc49b017f7e9e34ac8a24f957f6a6dbecd2d0",
+        "apl-timing-audit.json": "ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+        "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+        "summary.json": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6",
+        "tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+        "queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+        "requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+        "apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+        "apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+        "apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+        "apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+        "apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68",
+        "requests.npz": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+        "summary.json": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8",
+        "tick-state-hashes.jsonl": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+        "queue.jsonl": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+        "requests.csv": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+        "apl-state.float32.npy": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+        "apl-inhibition.float32.npy": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+        "apl-applied.float32.npy": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+        "apl-pending-tail.float32.npy": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+        "apl-timing-audit.json": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f",
+        "requests.npz": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "74756a0c9d0927584e09bd8177f43c52760c898b816db37085a7c7878353139a",
+        "summary.json": "4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e",
+        "tick-state-hashes.jsonl": "b3f2b60568cd5a12925a1086060977fe6eaf6e96ad314f45aa6470992c0e951c",
+        "queue.jsonl": "a57525cf2f20e3df8644f8abf34b885a310da30e4ff8763773579ba6d5beb7af",
+        "requests.csv": "99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "00483f044b16477bfc08ca14eafbe53712bdc0020224a5f1cfd45c4aa79ca451",
+        "apl-state.float32.npy": "a1d95af3269784fdb378053c60f7d91c6fff3b3435f90f431b2246e77797353d",
+        "apl-inhibition.float32.npy": "151d8eb91352def71e7742673ed8b63d3de60fe1b102d59db6f48855174cf235",
+        "apl-applied.float32.npy": "4085f1b4e81f0282a679d79c08630f6ee65c5cc736a0551819317f8aec31c543",
+        "apl-pending-tail.float32.npy": "930b21b35ace50560ff252698dcd72719f047665da9ef029061b5e380cca0a94",
+        "apl-timing-audit.json": "1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0",
+        "requests.npz": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "b2236ba2945aef50445bd243293ecd0a289891b888f8cedb4f9c584aef757f37",
+        "summary.json": "360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd",
+        "tick-state-hashes.jsonl": "84a98553ebde5cfc97a28b7baf561446384c09ba153990d7e36a228de1fad122",
+        "queue.jsonl": "247c17e6045beb8a4c8b92be56fb3827f1d1ab08ae69e8c83a4594d5f327ee00",
+        "requests.csv": "2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "03357fb9a7622450e02b4afd3ba796ae70dcd30d70ba06e637fccc02c3bb06e0",
+        "apl-state.float32.npy": "721d7755f4fa709cfa41c050a70b08a888ff7dd35a8f75695727f65104ba5b65",
+        "apl-inhibition.float32.npy": "146510a3ff1226cb920c91cf9dff7ae766e1e7dcea28035f31d40190ffdbe3b9",
+        "apl-applied.float32.npy": "fdf109a508386778317a5b9c57081e5f115e8e495ca83f761c9e81c92332f742",
+        "apl-pending-tail.float32.npy": "69920c5a06fdd2759a366494584c97c9b6762e1eddfcdf12cdb947fd149aef43",
+        "apl-timing-audit.json": "b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b",
+        "requests.npz": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "21684bbc3c40daed16d9fe77f2cbd70c0a53602d093a5021d9d7252223c67a9a",
+        "summary.json": "c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828",
+        "tick-state-hashes.jsonl": "6f47fceafc2ed9e12553f3a69cdebd804e81c3efa2b47f57a821160103418028",
+        "queue.jsonl": "3653e9d1d583cbad894d08cfecbda4064ba0264a28757655ea61e5fb65c37680",
+        "requests.csv": "486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "a751cb4df4c5b5225c088163473ae95f46ea73f5dde547b2adc57b026eeaac0e",
+        "apl-state.float32.npy": "5e09e2ba08e3a4f60d9ecc9665d5e4611d8f4b8538860c8e920278fdd9cbeea1",
+        "apl-inhibition.float32.npy": "43a61c0e6e13f4d8a372c7231b0270683a32778592fa04bd3ca00ddef9130664",
+        "apl-applied.float32.npy": "581ab92ff93989b3717da7ac4dca9f534fb6284d6f44465e2cebd416ecd82609",
+        "apl-pending-tail.float32.npy": "686f688dd735d007e0403fabb78d8d17bf16c23a99116ab4f6545951cc497804",
+        "apl-timing-audit.json": "d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-01-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e",
+        "requests.npz": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5",
+        "pn-drive.npz": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d"
+      },
+      "output_sha256": {
+        "state.npz": "f1408eaa99b9c00f1a21141200549076bd03c30c27513035a6626504efa817cc",
+        "summary.json": "d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76",
+        "tick-state-hashes.jsonl": "54fb91aba3d28446bb03a9fc8e634ea88e267d987039c2d096d35a76110cd43f",
+        "queue.jsonl": "cb3a5fc8841a72484215a950bef4985cbbac0704b8c57505a42cb99277d7dfa5",
+        "requests.csv": "e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "cb3209e7359292681852ae1644467be873cb4e4be396eda6f91619b00a0e6a0c",
+        "apl-state.float32.npy": "c641c9496d6d29e67f6740e304ef5bf51a8a97936a6ab49625d2f1f5efb517b6",
+        "apl-inhibition.float32.npy": "2ec57704a4c2a2909400b704bbcc89ff437c23a4a7f9851652cc222e8ca6ffdd",
+        "apl-applied.float32.npy": "16d4647113ba900dbbce5963d0f700ee398cf7a750b81715af8290757f803587",
+        "apl-pending-tail.float32.npy": "7659de43d0ed8c152abfa4378983ccf4d59c01ef062014aa61b6ad97ec2dd06d",
+        "apl-timing-audit.json": "4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+        "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+        "summary.json": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41",
+        "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+        "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+        "requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+        "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+        "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+        "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+        "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+        "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930",
+        "requests.npz": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+        "summary.json": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010",
+        "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+        "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+        "requests.csv": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+        "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+        "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+        "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+        "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+        "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2",
+        "requests.npz": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "88aa08ec39a69b5595c4ca864dae876b8a365cfd2c03a546bc5d8980eabddfcb",
+        "summary.json": "c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4",
+        "tick-state-hashes.jsonl": "c4be0506e09e2c6b5746fbd562df49d07310512bcb9ab513a3a0c3076464c29d",
+        "queue.jsonl": "b30bc8ad54072cf6f0cbda49ae4b701bf95053a9d9326b14234fd443f529515a",
+        "requests.csv": "54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "e95f9e89d1cf3fea96042d04b19d79b5f06ce41436e8f56fe54923b6494d0975",
+        "apl-state.float32.npy": "25eb491455ce49ea9d952ff6532be6087a6432aebf919c6103e775480df959bb",
+        "apl-inhibition.float32.npy": "1b6298b6ce9d36809200f2f5406db41d31ebec3ce65baed8cd5c66cfcef0c7b6",
+        "apl-applied.float32.npy": "29aee52a389061ed226c01b918d77010536c0281527aea1278844695fd421933",
+        "apl-pending-tail.float32.npy": "846dcd2a5592c9ce396eaa067d20b879c5473be4850583126d92e5aa96ac786c",
+        "apl-timing-audit.json": "729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5",
+        "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+        "summary.json": "d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01",
+        "tick-state-hashes.jsonl": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+        "queue.jsonl": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+        "requests.csv": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+        "apl-state.float32.npy": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+        "apl-inhibition.float32.npy": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+        "apl-applied.float32.npy": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+        "apl-pending-tail.float32.npy": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+        "apl-timing-audit.json": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4",
+        "requests.npz": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "aa9f4facb000dddac8409ad44949512a380338f6cd29f48c323a547883e55798",
+        "summary.json": "00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0",
+        "tick-state-hashes.jsonl": "77056dbdc92bd907459a27ba6cbc62b8916cb81a80cedc71ef2d4845df7a90bb",
+        "queue.jsonl": "11a7888344c9ce7ab6cb30abc6a1a55c876db64435a5bdf0cbc773f1818731a1",
+        "requests.csv": "ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "0188623f42b543d571886ff96be6d5aa483d80afb7914081880c5c2dbdadb87c",
+        "apl-state.float32.npy": "5f455f22891c2952ce845f3f6186585a9fa539b4b91d0032b55059db648b7190",
+        "apl-inhibition.float32.npy": "571014f8ce49b1c059225bf194c29cc75ca53921f8d8d01c87e0a4dcc4b730d3",
+        "apl-applied.float32.npy": "d2c9e86d2d6ce1688783d800f6a3ab35b073d1c2284970922c270867b7dfbac2",
+        "apl-pending-tail.float32.npy": "1953992a01781f2d413fa99a3af45e80ff6e0f4e2ee440c34c7e4f76735d9b45",
+        "apl-timing-audit.json": "ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-02-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843",
+        "requests.npz": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8",
+        "pn-drive.npz": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462"
+      },
+      "output_sha256": {
+        "state.npz": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+        "summary.json": "252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8",
+        "tick-state-hashes.jsonl": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+        "queue.jsonl": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+        "requests.csv": "975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+        "apl-state.float32.npy": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+        "apl-inhibition.float32.npy": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+        "apl-applied.float32.npy": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+        "apl-pending-tail.float32.npy": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+        "apl-timing-audit.json": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+        "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+        "summary.json": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83",
+        "tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+        "queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+        "requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+        "apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+        "apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+        "apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+        "apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+        "apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1",
+        "requests.npz": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+        "summary.json": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5",
+        "tick-state-hashes.jsonl": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+        "queue.jsonl": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+        "requests.csv": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+        "apl-state.float32.npy": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+        "apl-inhibition.float32.npy": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+        "apl-applied.float32.npy": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+        "apl-pending-tail.float32.npy": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+        "apl-timing-audit.json": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe",
+        "requests.npz": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "bf342f4525ef90a7a287465334de2045bef68df088dc235508ea7f2120dfa2a9",
+        "summary.json": "708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e",
+        "tick-state-hashes.jsonl": "238822284670a6189d1d1f6e49d4e924ca3e58e0bce264ce6e690e19557fc851",
+        "queue.jsonl": "70d03b330bf82d0a066799496021114c0f2fed56fbcbaf818c786d9b6b9b229b",
+        "requests.csv": "5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "b0691295e1b0e366297b95ba1455794d6d6bee96f8aadd302630daa5f8731c36",
+        "apl-state.float32.npy": "9399c1d327f71d83adac2888a9b0bb920c05c6c6450354c963432845f29a8069",
+        "apl-inhibition.float32.npy": "32ba243f86f669cd3833a4c44bb1b5c065e82e438c975eaa46ff605b7bafe9b4",
+        "apl-applied.float32.npy": "51ca3fa3a18758fe13b9fac36bbd891db0161fbb8bfb789eae9c2ac07037be12",
+        "apl-pending-tail.float32.npy": "268a23b55e8d0bc1df8e43eaf6803178c8a6da95fc384c6ee9334c78f5c6c310",
+        "apl-timing-audit.json": "cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e",
+        "requests.npz": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "83ab60a645239b11409c58851bf75ced0b5a833ce5c26bb336fb3ebd7d060d35",
+        "summary.json": "941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af",
+        "tick-state-hashes.jsonl": "25db496c39e14b10da89a4e60f9329e12d27ee22adfa3efd528c6d682e5b8804",
+        "queue.jsonl": "31a5d1027f80dd7ecd9b1c07c08d413156701f81b044c2d9f1edd78020b8cc55",
+        "requests.csv": "e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "fadca0e3329b77b26598e5633ec94b92cc1bb98a9f7bf9a6d99e2411f52034c1",
+        "apl-state.float32.npy": "a21ea92e32d0aef47442dd92746f0421c6074b6307af70999aed9c61f360e473",
+        "apl-inhibition.float32.npy": "f6e98556c7bc01c16e236d0cb1684a0509aec956d0f556f823c598b52b4a5080",
+        "apl-applied.float32.npy": "b861150bc7cde4881734daa30c565253ef7d2776f7e6cde47aebd648451bffb3",
+        "apl-pending-tail.float32.npy": "f3619db9dad5845bdf4ff393babe6d1b5ce6b4341bce0a336c5ef4874a53be43",
+        "apl-timing-audit.json": "1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0",
+        "requests.npz": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "01eea0d8e1ed4974780e73980da667cd06351763c4b63ebabbad2a937607c461",
+        "summary.json": "5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e",
+        "tick-state-hashes.jsonl": "11a43f493d4870171d9b316f52b3f135fc0c54e7d727134708adb25c5eebc31e",
+        "queue.jsonl": "01a95f92e7549db2f0111fb7f2e47c833d3dde3de2134d09797f47cc54c69a0a",
+        "requests.csv": "eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "0ff7b8bec366aa72e3861cc4ea790a2c8b1e1120c20c9d32772e750e183236ac",
+        "apl-state.float32.npy": "54f09dbacd1818a192ada665ab239eb36b3ea92c8bf3ff6a94263acc4402d6d7",
+        "apl-inhibition.float32.npy": "8c3ac46197fd40491144afed0cf0625b5e3311be98b14fec608ab528fc162132",
+        "apl-applied.float32.npy": "c14c9d7d52845dff9744c1d2d57200031f22f31c71e9fc7f65b3f59f65db8fc7",
+        "apl-pending-tail.float32.npy": "e567e92bccc273f415d57e22e6363f58aec1db9e2d293edd0c1f28f10b11a884",
+        "apl-timing-audit.json": "c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-03-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca",
+        "requests.npz": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9",
+        "pn-drive.npz": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5"
+      },
+      "output_sha256": {
+        "state.npz": "a967898e0d72182731bb1bba7db52154029e715c75fe26448406d328cfa684d4",
+        "summary.json": "d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e",
+        "tick-state-hashes.jsonl": "3a10b3b69d630712b2729cf89ef8fa8f8e767da5b811e3159fa13f456c54c4c0",
+        "queue.jsonl": "90932d8090fab5045c517f88080a5f4e74965768244eef545fcf02ac5a40a1c8",
+        "requests.csv": "d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "fb385d7bd37e75eabb209093f0e8b7b6bf0cb225747c354b19dc97ed64fd904e",
+        "apl-state.float32.npy": "e4b0a3ee774f8347664fa03e5f89130e05b842089f8aa37fef3e076dc884f9c9",
+        "apl-inhibition.float32.npy": "b9ae52a9e5b4651d7ab05e5c250749b9363c552b95b54647443288eb1bd6f640",
+        "apl-applied.float32.npy": "98f0aa6a6f6234bc4c846288b899bad1c164e6ed32e7e2dce4433fb98a4dc28c",
+        "apl-pending-tail.float32.npy": "111b65b1d47687a9eb21a0ab6298e072124d0833d3dc50ec1b199356fa5cf228",
+        "apl-timing-audit.json": "2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+        "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+        "summary.json": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327",
+        "tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+        "queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+        "requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+        "apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+        "apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+        "apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+        "apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+        "apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff",
+        "requests.npz": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+        "summary.json": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b",
+        "tick-state-hashes.jsonl": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+        "queue.jsonl": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+        "requests.csv": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+        "apl-state.float32.npy": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+        "apl-inhibition.float32.npy": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+        "apl-applied.float32.npy": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+        "apl-pending-tail.float32.npy": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+        "apl-timing-audit.json": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b",
+        "requests.npz": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "607f8b5dfc12c3bdbc5ace8be85a4e78b798e691bbf45846e4f21004687a9638",
+        "summary.json": "4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b",
+        "tick-state-hashes.jsonl": "6e0587180b961fbeca8f51bb4a5a822a2549233c6f90e8189b8b4bdfe33ad6b3",
+        "queue.jsonl": "c4e3235c689e7e4bb1ee0536f79bf2b4138145167dfa8fc05d75873feeb50c47",
+        "requests.csv": "a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "74581cc09d41a1fee730cb1fb4130cc96fa92d486cfdff60f647fd0939d078f3",
+        "apl-state.float32.npy": "61203302dda7523b2462fce5fbd7e8f2293ba7fda0ec229862ad9db98ff8e108",
+        "apl-inhibition.float32.npy": "1989e44d2fb0c278c6cb24b9b054462786f19b451534a4f7dad230f1c1ece4fb",
+        "apl-applied.float32.npy": "99effc91b7908363ab52e0629bafda540663986632c82c372e26e6c346a39b84",
+        "apl-pending-tail.float32.npy": "7604f9174dae95c930d444b1cfa50169dbc708e435c58c2c0d4aac3f75eb2309",
+        "apl-timing-audit.json": "30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b",
+        "requests.npz": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "97debb91a2e38380fc46f584a8b3e679a14a13f654518b696698603580eaa815",
+        "summary.json": "a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a",
+        "tick-state-hashes.jsonl": "c11876b83deba44ecd3706d35dcff7420d037497737e90027487f96df27031c2",
+        "queue.jsonl": "25953fa072d8d6076a2337416a22af9a1462d7a0f06ffa535c58e6ce2c374123",
+        "requests.csv": "f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "96fc82ed6310cc27784578e05a59669955694368f3ebceada5e02765d5437dc9",
+        "apl-state.float32.npy": "8ac6eaef157b3acf28c6b4ec2187c45038445bf5f61c66c636270e572b787ed1",
+        "apl-inhibition.float32.npy": "ccd1a686e4d06e56593f83699f5510e911cad5bb8e9a4332ade87b027531a64a",
+        "apl-applied.float32.npy": "1cf92da811c564035e4d1e637e40cf8d405a468c6c2db77de5747e6251fcf036",
+        "apl-pending-tail.float32.npy": "13c78c08f4b1ad713934113d224a131b1782f5fe12e6fddd92fef872afabaf7b",
+        "apl-timing-audit.json": "0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291",
+        "requests.npz": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "d00c9eab6ccac2fbeba61f97bdd9193882964790d7b265466b7767d358da80ba",
+        "summary.json": "570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373",
+        "tick-state-hashes.jsonl": "69d2b0cf300aaf693d344b3410cac96425841582160bbe905fd4c66cf0a945a2",
+        "queue.jsonl": "9a074866c9001333a0958b69f04ef762812b38543483d7f81ee3ae184390fa93",
+        "requests.csv": "4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "1396f5a1be048f79bf31239c2eede830f628240cea3977a8ae5704fbe40bce4c",
+        "apl-state.float32.npy": "3dbd9fd9ebdd38b4a2c1b4db7dc2f44dcc4baa184d8834c18ba9342fa3105f83",
+        "apl-inhibition.float32.npy": "d2f439ad9e9512b095cad88a9ffbea8e3c704430fa4a7ca4a55cd8291566c547",
+        "apl-applied.float32.npy": "1a2127d0890aee3f47a081f146901386541340fd6adc18b2d2c94d0cbd54039d",
+        "apl-pending-tail.float32.npy": "e793ddd9bc4d8f3e05426c52644bf42d4713fcdb6b6830999a03787fe11299e9",
+        "apl-timing-audit.json": "5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-04-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686",
+        "requests.npz": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd",
+        "pn-drive.npz": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a"
+      },
+      "output_sha256": {
+        "state.npz": "59b02c0684d04deca442cdf923d3cef558257bb6b2a9396273b6c5999978055d",
+        "summary.json": "4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8",
+        "tick-state-hashes.jsonl": "c8e1b6e0d501123efc9a7f1eca5df75d404bee4328d26e3a321211f32e8eed87",
+        "queue.jsonl": "6e0895b7c14ae8421f024d2906b6154a9e9460a61d9c49d9b9f2edfff8189cd8",
+        "requests.csv": "53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "4515821a7f7381bcd4d88435f9e0214f2508ebeb261e0bd1165224c51684bba9",
+        "apl-state.float32.npy": "c16517629f56a343f7bf789eeff60c09b392699a8183970e78ccaeb7df32591e",
+        "apl-inhibition.float32.npy": "dd12ce00b162565bd37cda0dc2d4ab124d8b1e55bed9e6d2b33c96f29074f0fa",
+        "apl-applied.float32.npy": "adb668e11a4d58f8aa16d46156a1f832a275f971eb290d76b43d5a5f43dea05c",
+        "apl-pending-tail.float32.npy": "d405605e0a1a53e867cd4afeaabb4dcf1c4bf09e815fe7c8c664113ac530ddf8",
+        "apl-timing-audit.json": "e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+        "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+        "summary.json": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578",
+        "tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+        "queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+        "requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+        "apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+        "apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+        "apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+        "apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+        "apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d",
+        "requests.npz": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+        "summary.json": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599",
+        "tick-state-hashes.jsonl": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+        "queue.jsonl": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+        "requests.csv": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+        "apl-state.float32.npy": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+        "apl-inhibition.float32.npy": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+        "apl-applied.float32.npy": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+        "apl-pending-tail.float32.npy": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+        "apl-timing-audit.json": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9",
+        "requests.npz": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "7b6dfa094e47262efb067ba9ee07989e0dd8004b6823816c5f5589646e4cfd74",
+        "summary.json": "247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05",
+        "tick-state-hashes.jsonl": "61594c4cdb2c6343ae3732d9c2c276050ebbe097f4f2a8ff8bab313d96661331",
+        "queue.jsonl": "fc68e6892946a34cfa528d0b404c91eab558b70442c79e1c928bb4264fc888c1",
+        "requests.csv": "c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "104e43ae5c361660d09ae7788fae81cb21714614998c1f7edccda866b32b1373",
+        "apl-state.float32.npy": "d69df4a607d99075e66368908142399e9e0f85d55e1a1e656cf92343e49f2987",
+        "apl-inhibition.float32.npy": "46339f69a8fc64b25c5b9ab9647e44b6ee0da09f7e690b94d7a4e3736e0e8eaf",
+        "apl-applied.float32.npy": "c0dd0894703aa2509503a6ca67bebeed7e140c5ed244d1789b4b6bc8b1d119a6",
+        "apl-pending-tail.float32.npy": "3345ff1d47566c006511fbfa57115158227df470062dbbf7101f83f2857da679",
+        "apl-timing-audit.json": "f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c",
+        "requests.npz": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "3c51b59a3bdd09f394977a79bd22e59b668c823ddf872f5325a7ffc4ec9e630c",
+        "summary.json": "5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f",
+        "tick-state-hashes.jsonl": "93a12b8f0fb636005e050678fa725dc4bd61ba4f4434dab843feb74871c704aa",
+        "queue.jsonl": "9569e7a052deb9f0454eea9286d80d024c1ccc207ee372d0e96653b9daccec37",
+        "requests.csv": "78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "a81205c1b11f03c0cf0e073bd827d504efa84f55430d744244dffe1afb1cc2fd",
+        "apl-state.float32.npy": "f5f998cc7300b38c34f20e54b6ea98d0d741ed88fa0f22b8e8e7975c14b126a4",
+        "apl-inhibition.float32.npy": "ec35a33136c98b40b37c095915ce67c40ad32ddbd0efb7330cba763155ab52d9",
+        "apl-applied.float32.npy": "d1b5033f3d7fc13328d84c83cc057cbd0ddcf12e1f475c452f0e0495002b9676",
+        "apl-pending-tail.float32.npy": "167b7347bf3b8d7061d9115404e765cd6d61bd54c7cd805c9a8b10fa7a6fae57",
+        "apl-timing-audit.json": "08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac",
+        "requests.npz": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "6e5b76b60b5a88b4405c2fa72d9572711fb325de35d7d5de22bada4ab64ce275",
+        "summary.json": "b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e",
+        "tick-state-hashes.jsonl": "e729cc4bfafa75c4d4e874dd188c9b4d53d0107f06ea6677717c5fd1d3775c5a",
+        "queue.jsonl": "be2b0e202a44fbbbdb23f9f6191361a30bcd06009816fb1d267a66555f547b44",
+        "requests.csv": "21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "eb32fa1b10885bbeed3a4816d75653e8649f52c5a1e47d191e08eb3d1f1a084a",
+        "apl-state.float32.npy": "879b83481ae03af8cea67d40e654a524dd61b0f6c01561c13d80dab982ca0e0c",
+        "apl-inhibition.float32.npy": "6d6a6301d714b7d7a5f5ff17d14309334058c3d0f2753d37eb6ae4bf081f0307",
+        "apl-applied.float32.npy": "e0c690a30b1a3f8f2efe2fd1659553997098c7ee01d13e8772bddebdb58432a6",
+        "apl-pending-tail.float32.npy": "98d7864e8d56cc31e20999cc51ee9f0e5b724bdccdf3b544a083eb974b348add",
+        "apl-timing-audit.json": "6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812"
+      }
+    },
+    {
+      "case": "seed_validation-physiological-05-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993",
+        "requests.npz": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e",
+        "pn-drive.npz": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d"
+      },
+      "output_sha256": {
+        "state.npz": "6d050b7307b9ad3ded99b4c9ee6eead328315b78807a6ded3e608e428502a76b",
+        "summary.json": "1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220",
+        "tick-state-hashes.jsonl": "9576eae83c459bb1ab25daba9450165ee8b15c946222a79e330afe93ae2a5f96",
+        "queue.jsonl": "811c6375fff5acb60ed78bc75baa072b22aac64a1b7c1026520f18369359c366",
+        "requests.csv": "2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "b6813c80f16c82360fea7f33223db89d6c88a75badc81cda5b999d43c038bdac",
+        "apl-state.float32.npy": "c7529f8f4697ff53b13133b30876f5edec4ca77f47720a7e60d2bf271d304ab4",
+        "apl-inhibition.float32.npy": "1e79f79123d80fed98d090a1be925b385032b532687d82c0165046784e9bcf3e",
+        "apl-applied.float32.npy": "f451f606c3c2b30cca977823e4dd5c9073c5e0b2f729f50f79ecf2ebee22fbb9",
+        "apl-pending-tail.float32.npy": "40bdfc8b46bb78cdd156999ad08bb5f413ce0f749ad029ca127e002cd1994435",
+        "apl-timing-audit.json": "485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+        "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+        "summary.json": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d",
+        "tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+        "queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+        "requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+        "apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+        "apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+        "apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+        "apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+        "apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d",
+        "requests.npz": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+        "summary.json": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba",
+        "tick-state-hashes.jsonl": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+        "queue.jsonl": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+        "requests.csv": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+        "apl-state.float32.npy": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+        "apl-inhibition.float32.npy": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+        "apl-applied.float32.npy": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+        "apl-pending-tail.float32.npy": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+        "apl-timing-audit.json": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776",
+        "requests.npz": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "665bf1c4645a73eea8ad87d586fb0f815461946b72ef007a356bb3ee603921b8",
+        "summary.json": "b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809",
+        "tick-state-hashes.jsonl": "14349a36219a462c78fa1c77f30819ce26beeda29775378acdee45521bb0bb7e",
+        "queue.jsonl": "336f7a6a70dcca648395410b48ac774e704ef88dfc5c433f19bf36c06c8c0a32",
+        "requests.csv": "2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "fc037bf3efcc78821be8fc016b36f30a70da8165c5a681a56a83cc7c1db87326",
+        "apl-state.float32.npy": "e2a4e90b3c237957bf21b5bef83ea6bbc9b848e53b0d254b8cc495f61fcdd226",
+        "apl-inhibition.float32.npy": "61384432c32e0b150f329f6de4c62964f064ef0117959a6c777838325f5d5778",
+        "apl-applied.float32.npy": "7895e4bef3945ae98a9a0fd2d777e25e30a2f37e79f31189d75cfc5e1c4d5826",
+        "apl-pending-tail.float32.npy": "e3ecc3fac2e3a6408f3fab70ab9d706b2fb5b7b3250123907af7839713db1489",
+        "apl-timing-audit.json": "5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42",
+        "requests.npz": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "2824cee2c0a114b9520b43a8c5d9a5c94aa50d877d1ed9665dbd65032083113f",
+        "summary.json": "bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896",
+        "tick-state-hashes.jsonl": "7f1652a3029cc8a69029ad06f826f0317e505c75eae0db7dd9e694fb29121f55",
+        "queue.jsonl": "99e74ef592bb9d3400dc040c17510fb0719028602981efdee9734f047ace26e2",
+        "requests.csv": "028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c03d9909130fafc3edda144476b3a4057997ff169c857834dbfafc6820fa1d9b",
+        "apl-state.float32.npy": "f6dbaca249a96d22aa288e4fd4e43653a3fe742679452b76433e286ef957a014",
+        "apl-inhibition.float32.npy": "72c7cfa7574558100b1aff4472d2d55fbc9e350a123665de08b7158c823f16e3",
+        "apl-applied.float32.npy": "dbe2c011f81acc321f0e4c34923215b24d88fd27b35f4bbae1ca022fd6638d64",
+        "apl-pending-tail.float32.npy": "54dce144c80cd577293e0d6fa3380aa0778d5a346a9c9b812f1df6b4f3dd0ef6",
+        "apl-timing-audit.json": "26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207",
+        "requests.npz": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "f6335d275e09c3e49d4a52440d159e8ae1e5b854ed958dde6a6c08d27246be58",
+        "summary.json": "2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054",
+        "tick-state-hashes.jsonl": "e70ad9bdb96a8139035ace249a443804ff397faa381e908f2da8e4d06ba234cd",
+        "queue.jsonl": "1bff8aa19b6ebd1cbe004d6cd8a1d6dd0aac7620b584257f138f1112833a949e",
+        "requests.csv": "61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3fddc3810ace6d3e3e99120dd416f5235e2dbd1fd68f63e51c9da1d3b809a2d1",
+        "apl-state.float32.npy": "47caa20494d1c49bd51fbd5fc79b34be89463cc221c70fb8ebc31720455aef44",
+        "apl-inhibition.float32.npy": "7cc2e6ad51fc3abdcc492ba53c569c405d850be1520370495b6d70c8f0de0f09",
+        "apl-applied.float32.npy": "49d7578ac199ad1857413745beafc42ab23daea4e07f567072991281c04381e5",
+        "apl-pending-tail.float32.npy": "7b25216084402f9cc98b66bc91a3839d57e582475de90564b73650880bddb083",
+        "apl-timing-audit.json": "1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-00-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a",
+        "requests.npz": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112",
+        "pn-drive.npz": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970"
+      },
+      "output_sha256": {
+        "state.npz": "059371b6908d4d1cbf99f05dde1dd4ff7c7a512803128e344746a2f10a2f4482",
+        "summary.json": "e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a",
+        "tick-state-hashes.jsonl": "09f8264f763889baee8ede5abc4a527de492fc129058360d828356903c6ac05d",
+        "queue.jsonl": "be9ae0ec9ac017175fc9d1f3f6bc487bcefffca0873afc5b2841df24b73de410",
+        "requests.csv": "a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "beb1462b25f55b7e82049534831ab2f01e50aefafce9aa60168e158d4b9c8ec5",
+        "apl-state.float32.npy": "400a65e3e3d52a5c8165f9d52e55e0345242553e7716cc2b02cbb37e251895ed",
+        "apl-inhibition.float32.npy": "ce1cf766729bde413fa9c295e4586846d7b9a9e105e37aa1641cd5388b669eaf",
+        "apl-applied.float32.npy": "491f5de3e1e27d5088414102e5fc769291585b30ee4a5048554a6f046065be76",
+        "apl-pending-tail.float32.npy": "1f856cb3e802ac0b7a73ba743cd22d4b08d25c2cc0a6b054c855cb77cd0b880d",
+        "apl-timing-audit.json": "3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+        "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+        "summary.json": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2",
+        "tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+        "queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+        "requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+        "apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+        "apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+        "apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+        "apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+        "apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35",
+        "requests.npz": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+        "summary.json": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b",
+        "tick-state-hashes.jsonl": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+        "queue.jsonl": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+        "requests.csv": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+        "apl-state.float32.npy": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+        "apl-inhibition.float32.npy": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+        "apl-applied.float32.npy": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+        "apl-pending-tail.float32.npy": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+        "apl-timing-audit.json": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177",
+        "requests.npz": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "6f8189155c8ad720abb8cbd1d5d5c303617da052a48570a021c2aa1c703807f7",
+        "summary.json": "fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c",
+        "tick-state-hashes.jsonl": "705e1fc46ed595d3dc3f1db48703a14245bb96e05019181beade63bb67d5ac4b",
+        "queue.jsonl": "be5d9f24a0372083cd76a20c5cbb443e3777b5daca69e1e987d1facf3a569ddd",
+        "requests.csv": "68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "f92dda4f06ec33312ea81573eaaac090c21a27a4e878173d2d1145f585bdd31e",
+        "apl-state.float32.npy": "f1e49a734f4c9252a5b1dc7da67fb041f4713d464be9207d923e5db31fb0898e",
+        "apl-inhibition.float32.npy": "0342943c3308d07ca2f207c4ee8aae2102bd14ebea139f6794a549d07bb44bf3",
+        "apl-applied.float32.npy": "c7833efad2747ae96ec72ab5bb9f531b71612759711996547365174c77da53a9",
+        "apl-pending-tail.float32.npy": "9534db7715e0b338a601f8f1fe8ccbbf11666425bea9df95fd588c247f37eff9",
+        "apl-timing-audit.json": "f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706",
+        "requests.npz": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "18d8b3e1e51d10cb2a74a8e9f3aef1e0e6b598bfd322f78c0b84b16b54d66313",
+        "summary.json": "bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51",
+        "tick-state-hashes.jsonl": "260829a90f927d54f7b0bdbe9ae01d2e05bf86d8e7413a431008a4a39515ccec",
+        "queue.jsonl": "1d4091d244380ec0b527da27acb690c3aa002e5acde6858cf8b984ebeccb8d0b",
+        "requests.csv": "fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9c19a3544a72260451b745a14cd137c0f3f7171c251a889a4adb4a8afab4ffb3",
+        "apl-state.float32.npy": "d5c1dc1b5a4cd480cf887220336757c6c28733bd90d011fe7478e2c86ba9d377",
+        "apl-inhibition.float32.npy": "b4db70be29fd109e60606610d893f1d33b7e3b95b0dcfaef6362a5e5400f9bbb",
+        "apl-applied.float32.npy": "df4d2f70cd2e9587ac99d2df22455f0d67ebbfcea84b722547ef896d5205d6d3",
+        "apl-pending-tail.float32.npy": "1642254dda2b75257f52ca964883522131baad635831b0c175e65f146dc1404b",
+        "apl-timing-audit.json": "55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3",
+        "requests.npz": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "eab329d941dcab221e0d540702b57c22c07cb6abccdb8a49d8ddaa5ec9ffa92f",
+        "summary.json": "f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42",
+        "tick-state-hashes.jsonl": "9961a7d82db1a2d9f6d1730869e71bbc8fed7e55c547b3305554caffdf015418",
+        "queue.jsonl": "ff989d17ac5879ee8e4cb3f904a89322285ef400080b7bd2350d16716bff8e35",
+        "requests.csv": "fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "0f94d5bde680827c26dd74a61eefd317fa3be3e9326666b244254f78347a59d9",
+        "apl-state.float32.npy": "fe05d21b1190c3c0849dbe39c97d0c0aa267664dfd7503661ad1e253373ee648",
+        "apl-inhibition.float32.npy": "58058733f16dcd673994c0b024b5aaed73bc23ecd14bbd3812e1c844d7ea006f",
+        "apl-applied.float32.npy": "f4128f628d87a083846ecb6378b5de9eaea57473047215218cd3f9c48e41d7da",
+        "apl-pending-tail.float32.npy": "899745dcffbbb00b6e1c6d4847c0a5e79e5a806aea250e45aa1be14ecf7f0a99",
+        "apl-timing-audit.json": "9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-01-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d",
+        "requests.npz": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc",
+        "pn-drive.npz": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15"
+      },
+      "output_sha256": {
+        "state.npz": "3ef1d8f277e8896d7020ba19256f3ad4cb36be8685edf0d774d9971425d01222",
+        "summary.json": "fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474",
+        "tick-state-hashes.jsonl": "d860b2c0b0fb807ec977811e560bc5b318a13a17338f91fa68844311cbe8b483",
+        "queue.jsonl": "5d9897670b236bcb6fba9a70e98a8398cc282c4507f6fd67fa5715624c7f37b4",
+        "requests.csv": "69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "221b2c8cbcbe34d1e06202be291743836d2e60d95e39983c1044fa3cf3029888",
+        "apl-state.float32.npy": "94d800083903c24958737567fcacf94f2999f67d22c27a67baa9e01694fe61a0",
+        "apl-inhibition.float32.npy": "8392107b9e7261a421a88d994603db1245f9c3d6bacd96404e794442fcee00ac",
+        "apl-applied.float32.npy": "859846cdec8667125f07e0e33a786ec9a5921aeb1b9b8af60389ea0cfd4f78b4",
+        "apl-pending-tail.float32.npy": "b5224cffeb2225b7c934f44817d2bc3d187579f5ed3adb8ad804a70259a196a1",
+        "apl-timing-audit.json": "61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+        "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+        "summary.json": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f",
+        "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+        "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+        "requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+        "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+        "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+        "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+        "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+        "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514",
+        "requests.npz": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+        "summary.json": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992",
+        "tick-state-hashes.jsonl": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+        "queue.jsonl": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+        "requests.csv": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+        "apl-state.float32.npy": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+        "apl-inhibition.float32.npy": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+        "apl-applied.float32.npy": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+        "apl-pending-tail.float32.npy": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+        "apl-timing-audit.json": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389",
+        "requests.npz": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "5cac1dd26a8a1a69e24a897fd515c10355f14c81d2a6bc90d2df30bd9c9ce8c3",
+        "summary.json": "f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2",
+        "tick-state-hashes.jsonl": "32b53787eb3e7354ab49a15174061052e878167f9d51fc89887185ff3c67bbb4",
+        "queue.jsonl": "e0efdbebde38686e4f1303cbb08a0b7960c0b8438d8f5b7723abf9717e5f1464",
+        "requests.csv": "1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c097e1da2aa64410aad707e2537ef37b389eeb95a83a6298c1a62ec84abd680c",
+        "apl-state.float32.npy": "75ce804b8837e0398e03f3d948e284e0f82ccfcc8a1c9aeb528ca1e8c5adb019",
+        "apl-inhibition.float32.npy": "9042d172f9875991ac5c8b8ae84e104c5ed24128b176436206d6985cc074f8ba",
+        "apl-applied.float32.npy": "94db5586e2052018e8e1e6e200f2f15512325de38c8854984da95e4fa0fbe491",
+        "apl-pending-tail.float32.npy": "1359f5053f79f8746e40fe01164d9de8745e6ed25ade062ac003a964c1aa93e7",
+        "apl-timing-audit.json": "b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570",
+        "requests.npz": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+        "summary.json": "444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175",
+        "tick-state-hashes.jsonl": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+        "queue.jsonl": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+        "requests.csv": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+        "apl-state.float32.npy": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+        "apl-inhibition.float32.npy": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+        "apl-applied.float32.npy": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+        "apl-pending-tail.float32.npy": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+        "apl-timing-audit.json": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf",
+        "requests.npz": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "372de2ff56c797fbc025001a32b6c38b49cdfe05c33dff05bc8801342af71836",
+        "summary.json": "b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917",
+        "tick-state-hashes.jsonl": "256b56f56dbad3798c13c15ffe51cd21b3fd151b59c0c67d1e1407e85026e5cf",
+        "queue.jsonl": "bdcb7fed3ac2fa51a737abb0d42de6c69fc8c79bc05867a82b6b747174e7968c",
+        "requests.csv": "1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9c74db432d4c81b344b0592e5639bfca03a341e7538abeadc2c834c406373968",
+        "apl-state.float32.npy": "3c903c2f51fff96b73b2f1028c395790b04494a003a172d6722d9782d1362a72",
+        "apl-inhibition.float32.npy": "fca5bdab47569d9494e54865fd71faddbd487d9cdc85ae1eaa62777b8fa29010",
+        "apl-applied.float32.npy": "b3ba1df14c3bf09cc163fcebac087abc113ee76e71db110beb205fb8809fb5b4",
+        "apl-pending-tail.float32.npy": "d94c071cb75ea8ebccba276164e54a61267cd9fda594e73230d3ec3b4ae6c7fc",
+        "apl-timing-audit.json": "005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-02-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17",
+        "requests.npz": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce",
+        "pn-drive.npz": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf"
+      },
+      "output_sha256": {
+        "state.npz": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+        "summary.json": "a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3",
+        "tick-state-hashes.jsonl": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+        "queue.jsonl": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+        "requests.csv": "286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+        "apl-state.float32.npy": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+        "apl-inhibition.float32.npy": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+        "apl-applied.float32.npy": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+        "apl-pending-tail.float32.npy": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+        "apl-timing-audit.json": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+        "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+        "summary.json": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6",
+        "tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+        "queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+        "requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+        "apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+        "apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+        "apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+        "apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+        "apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38",
+        "requests.npz": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+        "summary.json": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e",
+        "tick-state-hashes.jsonl": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+        "queue.jsonl": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+        "requests.csv": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+        "apl-state.float32.npy": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+        "apl-inhibition.float32.npy": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+        "apl-applied.float32.npy": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+        "apl-pending-tail.float32.npy": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+        "apl-timing-audit.json": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202",
+        "requests.npz": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "a55b95c71b826f92214c1ca8b5b74863d894bf8ae4937f4a5958c783d35e9990",
+        "summary.json": "a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c",
+        "tick-state-hashes.jsonl": "ba99446869fa18c70bbb1d75504438f600ffbb5a74e2106ca74026a362176fba",
+        "queue.jsonl": "0a01e0c4c67370afa3a64d83c403b5c0e6c443b343afe2c3037c7f760cc25738",
+        "requests.csv": "e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "44f63ed5dbba1a0ec234e7a15440880c35942cf5f22e1059d3ba48b493dd41db",
+        "apl-state.float32.npy": "c7160f94e7cb273e8fa76d3a35f37bf2e0a0e1b823f1bf1417d769799e8fe395",
+        "apl-inhibition.float32.npy": "a5d88563086faf137c6b61de0f3434d35da5b38576c4240764f3a990ddf8d7d3",
+        "apl-applied.float32.npy": "f3ecb81ab39c55413f4ea6bf5c36cbce5729db66542f6af93efe172ede94702e",
+        "apl-pending-tail.float32.npy": "b3c2780c9aa987de00fa9659f7039c3d9ba147134b6497221d9971ed012c53f8",
+        "apl-timing-audit.json": "de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f",
+        "requests.npz": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "22070c25f27bc2c4db39fd2d84492c4afdcb18ac92de18890d1e70f4bcb10435",
+        "summary.json": "b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0",
+        "tick-state-hashes.jsonl": "c60cbf6567ff07bc3d6d4c1cc861bf3d334f1bd16a17489f4acdaaa09c83755a",
+        "queue.jsonl": "5d4b52d65e255badaae0883390e0c528498b6fb7afbec00bd9469d68aad70da5",
+        "requests.csv": "5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "ea15382a12f64e1045ae3d3e62bb00a9cb56a5393878182e607b0848c2f48b63",
+        "apl-state.float32.npy": "72b791126d6de23d97f1015aa551bd6dbb301559097aa65305b0c3a2fbb8a6fc",
+        "apl-inhibition.float32.npy": "614f98d70ed1e6453632d31138b4aebaf5566feaa0a832d874e858e9781a3b97",
+        "apl-applied.float32.npy": "99d2e728be760f6ba95205388fa7a997fb43da5f172a6ca73206a2fb90ea3308",
+        "apl-pending-tail.float32.npy": "6b2072e85fefeee40f2b60e34d2d19344e2f94c641d1b18a68be217b7f8f0c3e",
+        "apl-timing-audit.json": "4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999",
+        "requests.npz": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "ac13317f77a09dfdbe84d46073b26aba856a704041577887cf8c4c99a016e6f3",
+        "summary.json": "12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688",
+        "tick-state-hashes.jsonl": "6c9bae47bcf610bf55566063a63b4a4ca306ac6e6ea1144ecd6cdd0098715228",
+        "queue.jsonl": "d7186c70d3a9b1444207785b61be257e9f25a042e0b794a08b043888a42a8f9b",
+        "requests.csv": "5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "976169806d6849ec5d8c57a31f0eb7a78738fa5451e00d2dff85e2cb25d5ba3c",
+        "apl-state.float32.npy": "389f0b6de28d9ca8800387d179ea24ff514281e850386b6cb0c8b49c1bfcd57f",
+        "apl-inhibition.float32.npy": "8533adf1b558b9fcbb2eacdfb31ea9c70aa7e11657efd8c8ca3939c23d55465f",
+        "apl-applied.float32.npy": "cccbeffd83ec6d048869c2d31c870cbf1b02a3b3eb8479558c4c8bcfc096a3dd",
+        "apl-pending-tail.float32.npy": "234e4faa7bad078947cdedb740e2b98284ca82f6fbb83389d6af21e87d460996",
+        "apl-timing-audit.json": "52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-03-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a",
+        "requests.npz": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba",
+        "pn-drive.npz": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc"
+      },
+      "output_sha256": {
+        "state.npz": "1343d714b4a52af3ea23f74c4435ad52fb10640154fbfedac67de72d4ed8c4e4",
+        "summary.json": "601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f",
+        "tick-state-hashes.jsonl": "517c7863d58c54b7c426e0069bf31b2da2ded8703d1e46f6ad87768409a7ce34",
+        "queue.jsonl": "e81e8417b88f4fbb058590ece6503fb5613c2532bd185db3c5c7ee00e9e4d797",
+        "requests.csv": "38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "b247daee44dcd581b84b78c439f05853dfc85760f8a92dfa0552331938dd0dac",
+        "apl-state.float32.npy": "b81d7fb192af682ff294d938b0b5540018783a47a593857875c013c225afdb90",
+        "apl-inhibition.float32.npy": "9b29282990babc4c259ff3ca395590c07ae9b9fbbb946f26f4e064b486f7eb27",
+        "apl-applied.float32.npy": "752af4573b949bc7810f67d2bd4df33064eb9a1955f4a379f809850cf7e1ee62",
+        "apl-pending-tail.float32.npy": "03dd11edc0d8f03e41f977c737ab94d20b0e2b49efa1563431894883a0bf536f",
+        "apl-timing-audit.json": "987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+        "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+        "summary.json": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db",
+        "tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+        "queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+        "requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+        "apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+        "apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+        "apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+        "apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+        "apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900",
+        "requests.npz": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+        "summary.json": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777",
+        "tick-state-hashes.jsonl": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+        "queue.jsonl": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+        "requests.csv": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+        "apl-state.float32.npy": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+        "apl-inhibition.float32.npy": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+        "apl-applied.float32.npy": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+        "apl-pending-tail.float32.npy": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+        "apl-timing-audit.json": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286",
+        "requests.npz": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "30b6d5e31d517957d938c59e3bdadbaab4ee65d155c8bb105692cd12fc006422",
+        "summary.json": "88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203",
+        "tick-state-hashes.jsonl": "699ebebb485e259bd3be618444bc7121f15fd6420f05257751c7d1a7ede3baa9",
+        "queue.jsonl": "e14241a6c0f2d857c86117bee34358d1b10aa405b469dfde07dbef085273a4f6",
+        "requests.csv": "e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "b1d903b4e1107d4d2fa173418b168d9e135a22f6b0296786e9f48b59b227da0d",
+        "apl-state.float32.npy": "ca1f8e2a06c1321e300bf9f1619b380076217fc32dac1ee17ca103bd9449a926",
+        "apl-inhibition.float32.npy": "bc0a3d1d908a4429a4fd3b63e2c6171bf9cd21afa9cb5884e46ba971013a4f94",
+        "apl-applied.float32.npy": "9401bcd787319b556549a0d943958f77aa9c6a8cfce216ebbaa1ddf1ffb03150",
+        "apl-pending-tail.float32.npy": "9be13eeb482520ea358c2e97b9bd00fb25ece048672fc3a3cf88fd1921751ebb",
+        "apl-timing-audit.json": "11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33",
+        "requests.npz": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "235155408acd15b6059c0a8cc741da968c0e52c9ecdd70b7a69168cc94a516dc",
+        "summary.json": "3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8",
+        "tick-state-hashes.jsonl": "42f54a3272c6352cb36115ad8661c97caf4e5087ac749dcbdee225f2c95527fe",
+        "queue.jsonl": "5c67dbc42e5316b1249f9a190dd35970875078d458dd6fda8b663f8c87b0bb25",
+        "requests.csv": "42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "c84778bbf445fe3b9d399dad41709f6ff3ff9f9d0562a4cd7a801e9d48c97f9a",
+        "apl-state.float32.npy": "da6329fa97ee1cea317bd86ac964ace8c2e2ddaab64126565bcbd7daf61493ba",
+        "apl-inhibition.float32.npy": "dd39937f5dba3a3086c1aeaba13794b96636b170669d20bddd01f1adb8c573e1",
+        "apl-applied.float32.npy": "619863f731689791b312753876bca9c364fa8f47679d03716b1ea976b09933a2",
+        "apl-pending-tail.float32.npy": "d66f0e05e2392d8e308eba49e04c53092356b7761e3087690e125dd35ba57330",
+        "apl-timing-audit.json": "af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef",
+        "requests.npz": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "39471f6747314a45cb97fd07ebe241d6c08f5b4d33436a6b076cb2f4e7e992c0",
+        "summary.json": "6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc",
+        "tick-state-hashes.jsonl": "858363de98ade956848bf11dff8b1287932db2a5dc71bcce0bc87e9fe2dddb33",
+        "queue.jsonl": "f662d1dbebd67e11a61678297def7a288e09e4bc8a1b16e62524825effa9d8ef",
+        "requests.csv": "c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "3ea6f34e583531f9764d58cfcdfe23ff431bd6209397d75d1e63ff09d7267f86",
+        "apl-state.float32.npy": "caf3884d37796b263319b40b868aee56b273cefd8f3ef6e97433b723ca76e9c2",
+        "apl-inhibition.float32.npy": "9278f30e1dddb7bee71fa7c5768e00d8f061d4c652e720b690821fb5457d9b45",
+        "apl-applied.float32.npy": "565bbc53a8e90c1bc60f7960d26b8d7904448ca1795f7b6d68b312feb413c77b",
+        "apl-pending-tail.float32.npy": "b25cf33c282a18ac7d645590b9afb9bc694def6425673e2c12b22d962ec11036",
+        "apl-timing-audit.json": "c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-04-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c",
+        "requests.npz": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f",
+        "pn-drive.npz": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6"
+      },
+      "output_sha256": {
+        "state.npz": "59517db3186d34b20c2700cdc74da4e1c7f56d653cc492ed5cdec3a62a6ccbf1",
+        "summary.json": "b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21",
+        "tick-state-hashes.jsonl": "13d090e9f419ee52c018b4c7a97acbf2bf7694f1eeaf163cc7d23caf8e7e2b1c",
+        "queue.jsonl": "28d3a50766f8ada02415bc084e9467cfff5815c9ddf275eb670ff850ce9ebad3",
+        "requests.csv": "60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "782dd568cfe93dd27f1f8ffc7d02c21e2452b1bd7669e416607bb2d305c271f8",
+        "apl-state.float32.npy": "e510fccddd271c1c477978e8d5c27a5b640ee4e7a71ca4e3ed3cb5fa23bc8836",
+        "apl-inhibition.float32.npy": "f742e9d47ebd4cf4b753e61476845cc350c4d0660f9a2e8f476a320c8bee9ac2",
+        "apl-applied.float32.npy": "d3dcf2f48c22838b25c20c360d67fe4c7d964e4407ef5a03e55d8e20a735ec53",
+        "apl-pending-tail.float32.npy": "ab865e5440f32a949897b036ad7d89baec3e6a10cb60fec192ebc03ef7d5db6c",
+        "apl-timing-audit.json": "ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+        "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+        "summary.json": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258",
+        "tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+        "queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+        "requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+        "apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+        "apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+        "apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+        "apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+        "apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741825",
+      "repeat": 1,
+      "input_sha256": {
+        "spec.json": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab",
+        "requests.npz": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+        "summary.json": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88",
+        "tick-state-hashes.jsonl": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+        "queue.jsonl": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+        "requests.csv": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+        "apl-state.float32.npy": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+        "apl-inhibition.float32.npy": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+        "apl-applied.float32.npy": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+        "apl-pending-tail.float32.npy": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+        "apl-timing-audit.json": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741826",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3",
+        "requests.npz": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "7875d2578fd50d86288c13199519326f9c51a20579d8f8772f46b501fd7fa1a7",
+        "summary.json": "73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80",
+        "tick-state-hashes.jsonl": "29ebb3e9392049d56213a61be4ed65e14c733766d6a92af32f5f85af1ef58dc0",
+        "queue.jsonl": "80f20aeefb6d7feae4ba2baacf23f5be815e4382043ed99ab26dbbf1213619a2",
+        "requests.csv": "16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "fb052e40fc6f24a017d031071ccca4c350120deda45c53bce97a92768ab87101",
+        "apl-state.float32.npy": "1c105a88dcdca73440bca2c2ff17cbaf8ea1de022f0980f9f6e2d247258625bd",
+        "apl-inhibition.float32.npy": "7832d56b83d08eabc8d26b1cd75851ce3f5d4066bde338e823469194d49ffc52",
+        "apl-applied.float32.npy": "85bc9df8cdd29b87ab3971bfe3f1537780645478c5bf7eaa5cdedf622afe1d2c",
+        "apl-pending-tail.float32.npy": "989393fc21ef66b5ed6ca64ac0ce3a05154633e15e13d99ae84b3f17b40a53f8",
+        "apl-timing-audit.json": "af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741827",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a",
+        "requests.npz": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "20aa88c1e1e6127d9baa60aad54e44222df10d6e458091ae763c55e366e0ce37",
+        "summary.json": "541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c",
+        "tick-state-hashes.jsonl": "cb0be89a8400d6e2220a8c9ab0bf26756547c67f45a0710f993317a350c07e60",
+        "queue.jsonl": "cbd0794c0f1fe2e8ad5df5655993489846905fd4bb6e3cf672e0a155b4642ac0",
+        "requests.csv": "af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "6a84b1e0f735544e5539311496dcb3ecb22f9556c281a8974875f05a3aecc6a3",
+        "apl-state.float32.npy": "cdfd5e53ce04d1d6835f4ec88cef026c3e5a75488fc36b7fedb7ce159c8374cb",
+        "apl-inhibition.float32.npy": "071d0d12383668f9edc9a02b0698df010ca87b8d686ba23ca4a7edd4293ebe7d",
+        "apl-applied.float32.npy": "a8762791e25cd185d1add143276be5a8fd03f3d5e7b9e7df8ecd11f8c62dbaa5",
+        "apl-pending-tail.float32.npy": "d9d6a46f84d78ba613d684e132a209f24f110dfbf438b8c249acc185b6203568",
+        "apl-timing-audit.json": "1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741828",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0",
+        "requests.npz": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "2c6237c1f449d1af7ae5a196e5463167468253dd6d81efdde6cef6c82ed9e684",
+        "summary.json": "ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d",
+        "tick-state-hashes.jsonl": "d9162f970c9074b54106d835331db4858dcc1abe62bd9593aa8cce78454d7572",
+        "queue.jsonl": "db3271f47621db3e11881b7f62af0b4c6b5546951327652c5b7561401ecc7c98",
+        "requests.csv": "46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "9c627419fd5ba2af857f141e1c34452cd03a7aae59c4af489b8e4fab9ed8f0fa",
+        "apl-state.float32.npy": "8e3dccf394d94aadd781c4d23827abdf1b546262c2a853eddb1b5c69448cde93",
+        "apl-inhibition.float32.npy": "0562710abccd5b834803ee89291fe094e52f98ef6a867efd2cfb443bf3d13391",
+        "apl-applied.float32.npy": "9993071a1eb382d1e6ec4cfcbd02a60fe23a9192c1e2f7bb5b469d94221c74c9",
+        "apl-pending-tail.float32.npy": "d216ce103c8d2ffb34353cd4d71f8baf71f194413465750f9a4dc3241c219aaf",
+        "apl-timing-audit.json": "b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d"
+      }
+    },
+    {
+      "case": "seed_validation-matched_energy-05-s1073741829",
+      "repeat": 0,
+      "input_sha256": {
+        "spec.json": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2",
+        "requests.npz": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3",
+        "pn-drive.npz": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6"
+      },
+      "output_sha256": {
+        "state.npz": "851e63a91e08ce84a3837b72fbb9785e309cf4ad046afb63163abdec86370b13",
+        "summary.json": "109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84",
+        "tick-state-hashes.jsonl": "565b5273bc24ad3248b0da6d40b0cdcf04dc4ab32ef47ba54910d0c2ac05ac83",
+        "queue.jsonl": "e7cc10d14ec7866de8e44cd884bf38f605369dda545896bb7dc5b337908c5bcd",
+        "requests.csv": "a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0",
+        "apl-component.json": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9",
+        "apl-drive.float32.npy": "137d3aad0e38cbf8d698ac72a1c20597e5d07578951c7774918a2d99f412078a",
+        "apl-state.float32.npy": "e80b480602e67c8075b439caa1bd46aa3fde618ce43133c0082559a8e40814a2",
+        "apl-inhibition.float32.npy": "270c18b1841d0b4fef731975056805a20e68d6d533b3b5d146e29cc66383f33e",
+        "apl-applied.float32.npy": "b1afa34cbf9eacba04433fb54e445e010f3567370ff68d6f449ce6cc0aea7f71",
+        "apl-pending-tail.float32.npy": "ab64f9908b074fdad35df80050732c6b1532c09ef40367e205712865e8540686",
+        "apl-timing-audit.json": "74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65"
+      }
+    }
+  ],
+  "phase": "4AK",
+  "apl_delay_steps": 18,
+  "seeds": [
+    1073741825,
+    1073741826,
+    1073741827,
+    1073741828,
+    1073741829
+  ],
+  "duration_ms": 100.0,
+  "odor_ids": [
+    "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+    "LABTWGUMFABVFG-ARJAWSKDSA-N",
+    "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+    "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+    "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+    "OMSUIQOIVADKIM-YFKPBYRVSA-N"
+  ],
+  "encoder_audit": {
+    "panel_count": 12,
+    "cal_count": 6,
+    "novel_to_aj_count": 6,
+    "median_mapped_response_sum": 2.556107997894287,
+    "seeds": [
+      1073741825,
+      1073741826,
+      1073741827,
+      1073741828,
+      1073741829
+    ],
+    "seeds_static_audit_sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+    "cohorts_static_panel_rows": {
+      "seed_validation": [
+        {
+          "odor_id": "OMSUIQOIVADKIM-RXMQYKEDSA-N",
+          "odor_index": 0,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "LABTWGUMFABVFG-ARJAWSKDSA-N",
+          "odor_index": 1,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "QNVRIHYSUZMSGM-ZCFIWIBFSA-N",
+          "odor_index": 2,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "VLSVVMPLPMNWBH-UHFFFAOYSA-N",
+          "odor_index": 3,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "XHIUFYZDQBSEMF-UHFFFAOYSA-N",
+          "odor_index": 4,
+          "source_panel_split": "calibration"
+        },
+        {
+          "odor_id": "OMSUIQOIVADKIM-YFKPBYRVSA-N",
+          "odor_index": 5,
+          "source_panel_split": "calibration"
+        }
+      ],
+      "novel_to_aj": [
+        {
+          "odor_id": "YSNWHRKJEKWJNY-UHFFFAOYSA-N",
+          "odor_index": 0,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "LYRIITRHDCNUHV-UHFFFAOYSA-N",
+          "odor_index": 1,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "CETWDUZRCINIHU-ZETCQYMHSA-N",
+          "odor_index": 2,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "HXDOZKJGKXYMEW-UHFFFAOYSA-N",
+          "odor_index": 3,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "PFCHFHIRKBAQGU-UHFFFAOYSA-N",
+          "odor_index": 4,
+          "source_panel_split": "heldout"
+        },
+        {
+          "odor_id": "ACCRBMDJCPPJDX-UHFFFAOYSA-N",
+          "odor_index": 5,
+          "source_panel_split": "heldout"
+        }
+      ]
+    },
+    "requested_before_any_dynamics": true,
+    "historical_never_simulated_claim": false,
+    "old_heldout_dynamic_access": false,
+    "seed_namespace_universally_independent_claim": false,
+    "source_function": "Unmodified AST node pn_drive from pinned phase4l.py; only np/pd/typing dependencies",
+    "source_sha256": "e97d58d8c1f44920d0e953f8f5831ddc86fa0198784e86460e315de4116ac553",
+    "function_ast_sha256": "5dcedb699cc77f5a47ee6d91f52c93138ddbc23e37c9c8b28927e34370d92fd1",
+    "torch": "2.14.0+cu130",
+    "numpy": "2.2.6",
+    "control_60_original_CAL_arrays_exact": true,
+    "target_rng_column_order": "Original function output, unchanged",
+    "generation": "Original float32 rates*.1/1000 GPU Bernoulli; same seed across conditions; sort only resulting sparse requests",
+    "expected_not_realized_input_energy_matched": true,
+    "no_learning": true
+  },
+  "prerequisite_input_sha256": {
+    "validation_inventory": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9",
+    "encoder_audit": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0",
+    "static_panel": "907f16a56e024a8e2112b5751e53b0e6037b329fa110098af3d31b119c10a1a0",
+    "seed_audit": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a",
+    "KC_identity": "97a570aafa089f93e642b2bb07e3a3322dabb14c3c7dd431f0c8d2b3b7951fdd",
+    "frozen_D18_spec": "acb231fe2f6ee50a48bdd9abb1fd7422d7a77b6a471ad4e5793ef9a4ba9f9c4c",
+    "AG_calibration_source": "edb9cb2d890471fd07afd88c959ef3540b0cd40af490fac3f26396b5e7f5bf9c",
+    "AJ_calibration_source": "fb15ddeaa108305c8de697bbae36b23ab0414a7c58db51c66dce9feb4a048a0d"
+  },
+  "representation_failure_is_not_numerical_failure": true,
+  "old_module_globals_modified": false,
+  "old_heldout_dynamic_access": false,
+  "historical_never_simulated_claim": false,
+  "requested_cohort_only_dynamic_read": true,
+  "suite_owns_sequential_unlock": true,
+  "shared_apl_component_oracle_limit": true,
+  "independent_oracle_equivalence_claim": false,
+  "seed_namespace_claim": "Declared static-audit scope only; not an unqualified all-history independence claim",
+  "biological_delay_measurement_claimed": false,
+  "candidate_generated": false,
+  "training": false,
+  "metric_source": "SHA-pinned AG complete phase4l gate; SHA-pinned AJ timing/repeat checks"
+}
diff --git a/registry/phase4ak-apl-timing-validation/model/checksums.sha256 b/registry/phase4ak-apl-timing-validation/model/checksums.sha256
new file mode 100644
index 0000000..c52e9f4
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/model/checksums.sha256
@@ -0,0 +1,18 @@
+2d3996933b6e5a31e6a737ade5f3ae6869ffd03e01002c793eccf9b4f71e987d  PROTOCOL.md
+35e8bfe1bff62f3a5d9295c785e1b8cec8a2393eaa67d6c683046e48f30feb56  SEED-AUDIT.md
+1718d8b01ece24930ff138f25c88f2f0e0f1cf69ad0ba655e5a0de5083e64df2  config.json
+5e4e500d5ec777bb8ae7ff77ac9a7279bfe995b1a17be2baededdbe065c98b73  context.py
+0061689abb1832e963718bd836bc8a50009ee38b258143a753b4d59e63414925  encoder_inputs.py
+7eb638c357cec7f5f85032312c50a616402b5a8a9ab5aa0268c181f6c3ae0ce5  finalize.py
+d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f  prepare.py
+bba6c4a98c6edf1eaba60b8030a9eca646da7dd30b74b2a0c16e374efd022bfa  run_case.py
+3d9890f11f299c07956faa5c0a9ebe2ea28ade58d8acf01a8631c17025073345  run_suite.py
+8a6629f8cd991cf309b508c670b3009737f9b5f5e1f72560fa5bd4b1ff0bc64d  runtime_bridge.py
+e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a  seed-audit.json
+f1b3b8a0ca9bc41152485c05fd5f24fb7bb1f76c6ea111ffb941ae1225d914fe  test_encoder_inputs.py
+a85466891352c15b3103d30e7229734ad6694c8a1347d5e0747da3315223c203  test_final_status.py
+bc01a5ff38d79a7b66ab2eb9e6731164bb8a1e15b5b5c0c1655161c24e2c37cf  test_runtime_bridge.py
+03f5aacb5a1f9460d10b30744100a43c57e5488d32dada79c888529943c82cf0  test_validation.py
+3464091a4cc2cba18946cb9c9b3d12a69bd3f79f1001096234b3a8467dc602c5  validation.py
+a736b774e39ff0ad863e8efc720bd5f9ed7d30261776bb57f0a716a7052dba5a  verify_frozen.py
+3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb  manifest.json
diff --git a/registry/phase4ak-apl-timing-validation/model/manifest.json b/registry/phase4ak-apl-timing-validation/model/manifest.json
new file mode 100644
index 0000000..d582532
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/model/manifest.json
@@ -0,0 +1,90 @@
+{
+  "root": "/data/digital-drosophila/models/male-cns-lif/apl-timing-validation-v1",
+  "files": [
+    {
+      "path": "PROTOCOL.md",
+      "bytes": 5002,
+      "sha256": "2d3996933b6e5a31e6a737ade5f3ae6869ffd03e01002c793eccf9b4f71e987d"
+    },
+    {
+      "path": "SEED-AUDIT.md",
+      "bytes": 6540,
+      "sha256": "35e8bfe1bff62f3a5d9295c785e1b8cec8a2393eaa67d6c683046e48f30feb56"
+    },
+    {
+      "path": "config.json",
+      "bytes": 2183,
+      "sha256": "1718d8b01ece24930ff138f25c88f2f0e0f1cf69ad0ba655e5a0de5083e64df2"
+    },
+    {
+      "path": "context.py",
+      "bytes": 5834,
+      "sha256": "5e4e500d5ec777bb8ae7ff77ac9a7279bfe995b1a17be2baededdbe065c98b73"
+    },
+    {
+      "path": "encoder_inputs.py",
+      "bytes": 2431,
+      "sha256": "0061689abb1832e963718bd836bc8a50009ee38b258143a753b4d59e63414925"
+    },
+    {
+      "path": "finalize.py",
+      "bytes": 11542,
+      "sha256": "7eb638c357cec7f5f85032312c50a616402b5a8a9ab5aa0268c181f6c3ae0ce5"
+    },
+    {
+      "path": "prepare.py",
+      "bytes": 12405,
+      "sha256": "d8b8315f8800b3efdc7548620f0fae85da21a12b753b9985dd623bd529e2c50f"
+    },
+    {
+      "path": "run_case.py",
+      "bytes": 3382,
+      "sha256": "bba6c4a98c6edf1eaba60b8030a9eca646da7dd30b74b2a0c16e374efd022bfa"
+    },
+    {
+      "path": "run_suite.py",
+      "bytes": 7914,
+      "sha256": "3d9890f11f299c07956faa5c0a9ebe2ea28ade58d8acf01a8631c17025073345"
+    },
+    {
+      "path": "runtime_bridge.py",
+      "bytes": 22443,
+      "sha256": "8a6629f8cd991cf309b508c670b3009737f9b5f5e1f72560fa5bd4b1ff0bc64d"
+    },
+    {
+      "path": "seed-audit.json",
+      "bytes": 376926,
+      "sha256": "e14c0deb94432787aa1cac7618254aeb3db0bcd5b1d8328e20428496d38b220a"
+    },
+    {
+      "path": "test_encoder_inputs.py",
+      "bytes": 2771,
+      "sha256": "f1b3b8a0ca9bc41152485c05fd5f24fb7bb1f76c6ea111ffb941ae1225d914fe"
+    },
+    {
+      "path": "test_final_status.py",
+      "bytes": 2040,
+      "sha256": "a85466891352c15b3103d30e7229734ad6694c8a1347d5e0747da3315223c203"
+    },
+    {
+      "path": "test_runtime_bridge.py",
+      "bytes": 23574,
+      "sha256": "bc01a5ff38d79a7b66ab2eb9e6731164bb8a1e15b5b5c0c1655161c24e2c37cf"
+    },
+    {
+      "path": "test_validation.py",
+      "bytes": 17829,
+      "sha256": "03f5aacb5a1f9460d10b30744100a43c57e5488d32dada79c888529943c82cf0"
+    },
+    {
+      "path": "validation.py",
+      "bytes": 21631,
+      "sha256": "3464091a4cc2cba18946cb9c9b3d12a69bd3f79f1001096234b3a8467dc602c5"
+    },
+    {
+      "path": "verify_frozen.py",
+      "bytes": 2417,
+      "sha256": "a736b774e39ff0ad863e8efc720bd5f9ed7d30261776bb57f0a716a7052dba5a"
+    }
+  ]
+}
diff --git a/registry/phase4ak-apl-timing-validation/publication-receipt.json b/registry/phase4ak-apl-timing-validation/publication-receipt.json
new file mode 100644
index 0000000..9d51a66
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/publication-receipt.json
@@ -0,0 +1,16241 @@
+{
+  "publication_complete": true,
+  "registry": "registry/phase4ak-apl-timing-validation",
+  "project_root": "/data/digital-drosophila",
+  "declared_audit_status": "PASS-FROZEN-D18-INDEPENDENT-VALIDATION",
+  "declared_gate_results": {
+    "numerical_gate_pass": true,
+    "seed_validation_pass": true,
+    "novel_to_aj_pass": true,
+    "novel_dynamics_executed": true,
+    "novel_unlock_policy_violation": false,
+    "old_frozen_integrity_pass": true,
+    "frozen_five_reference_pass": true
+  },
+  "declared_validation_counts": {
+    "planned_primary_cases": 120,
+    "actual_primary_cases": 120,
+    "aggregated_valid_primary_cases": 120,
+    "actual_checked_repeats": 24
+  },
+  "declared_novel_scope": "Unused for AG/AJ calibration, not historically never simulated",
+  "frozen_reference_report": {
+    "present": true,
+    "path": "evidence/regression/frozen-five.json",
+    "sha256": "020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433",
+    "declared_pass_all": true,
+    "reported_trial_count": 5,
+    "missing_is_not_a_success_or_fabricated_trial_failure": true
+  },
+  "frozen_integrity_report": {
+    "path": "evidence/regression/old-integrity-after.json",
+    "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0",
+    "declared_pass_by_root": {
+      "original": true,
+      "models/male-cns-lif/apl-pn-scope-audit-v1": true,
+      "experiments/phase4aa-apl-pn-scope": true,
+      "models/male-cns-lif/terminal-scope-diagnostic-v1": true,
+      "experiments/phase4ab-terminal-scope": true,
+      "models/male-cns-lif/lif-semantics-audit-v1": true,
+      "experiments/phase4ac-lif-semantics": true,
+      "registry/feedback-context-review-20260930": true,
+      "models/male-cns-lif/author-semantics-lab-v1": true,
+      "experiments/phase4ad-author-semantics": true,
+      "models/male-cns-lif/author-runtime-lab-v1": true,
+      "experiments/phase4ae-author-runtime": true,
+      "models/male-cns-lif/author-fullgraph-lab-v1": true,
+      "experiments/phase4af-author-fullgraph": true,
+      "models/male-cns-lif/author-apl-lab-v1": true,
+      "experiments/phase4ag-author-apl": true,
+      "models/male-cns-lif/author-apl-lab-v2": true,
+      "experiments/phase4ag-author-apl-r2": true,
+      "models/male-cns-lif/kc-drive-audit-v1": true,
+      "experiments/phase4ah-kc-drive-audit": true,
+      "models/male-cns-lif/pn-recruitment-audit-v1": true,
+      "experiments/phase4ai-pn-recruitment-audit": true,
+      "models/male-cns-lif/apl-timing-lab-v1": true,
+      "experiments/phase4aj-apl-timing": true
+    }
+  },
+  "frozen_helper_source": "/data/digital-drosophila/models/male-cns-lif/pn-recruitment-audit-v1/publication.py",
+  "frozen_helper_sha256": "7a79c499098b74163e7bb16adabcbc54e7069dafa204d0b99c7f4c03d79f8016",
+  "publisher_sha256": "012c8687df37e24a2c1932fa7139d4504fb83644b907b45106e97a54b0cae038",
+  "helper_globals_redirected": false,
+  "model_manifest_sha256": "3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb",
+  "experiment_manifest_sha256": "25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d",
+  "source_trees_verified_before_and_after_copy": true,
+  "copied_evidence_files": 1283,
+  "copied_evidence_bytes": 4895616,
+  "files": [
+    {
+      "path": "evidence/REPORT.md",
+      "bytes": 1008,
+      "sha256": "c89a6c3ae8380f218d15cdfba1d8aa4fc1859d2f46a6bf1306450015f4efda53"
+    },
+    {
+      "path": "evidence/audit/compare-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 17404,
+      "sha256": "93e4fc94d9e5e1ed8a13e975dd4392cc4a1d4363fe71c0b82ce43d97b6900b6f"
+    },
+    {
+      "path": "evidence/audit/compare-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 17368,
+      "sha256": "623a6a5e685674fdd4dfd07e3a56bc8a11176a559a70634506150f03fbc41277"
+    },
+    {
+      "path": "evidence/audit/compare-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 17688,
+      "sha256": "302c6dd70c07e4168e76e180294ae1876c0a5fd2a8f8a1ba15b19c936db452c0"
+    },
+    {
+      "path": "evidence/audit/compare-seed_validation-seed_validation-physiological-00-s1073741825.json",
+      "bytes": 17652,
+      "sha256": "5ade5ea66006f7bdc1df339e0f5c75bacf450d24d8c7f34b9d7f1ac2a868aa0a"
+    },
+    {
+      "path": "evidence/audit/control-cal-matched_energy-00-s51101.json",
+      "bytes": 13470,
+      "sha256": "ed71c8aa01ff9b845591e3f481c89c2c1d8db1c0aead885ee9b94bf94bbadf57"
+    },
+    {
+      "path": "evidence/audit/control-cal-physiological-00-s51101.json",
+      "bytes": 13435,
+      "sha256": "ed4e193f9b933360fd15e6851b87b260ec300053cf864c8a3a5446d91274c955"
+    },
+    {
+      "path": "evidence/audit/controls-gate.json",
+      "bytes": 480,
+      "sha256": "62a19c748da7f1b0f4256b472763e8a278add8ee9f1794499df799a2d418bfb5"
+    },
+    {
+      "path": "evidence/audit/final-status.json",
+      "bytes": 539555,
+      "sha256": "c49181086ecbd19511b9f1e783afea8f66d0f74348a7b70d7f6c5fa99b4337fc"
+    },
+    {
+      "path": "evidence/audit/novel-probes-gate.json",
+      "bytes": 543,
+      "sha256": "230fc1e8d7a817a77ebfa66ddb6f44cb5c5a6891fdad2b4fe1fd607d7be35f62"
+    },
+    {
+      "path": "evidence/audit/novel-validation-gate.json",
+      "bytes": 1158,
+      "sha256": "06b3fa91d947c05449340c9de6897b012ac9170f92ccf20e2954c52d201b5234"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "92559d7fa2bcb3615fd87a2110d61b40704e80b98ae774d55e8672cb71a30031"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "b72c170f068e99fcf7a09773e455e960035e01f245fad81b89a64e487039732b"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "061efc20cb6cadfb25f29db3ea255adbe2e1126d113dfe63c64a8fb24e13b216"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "6dfbbab429b1ee25b61b8ca59da27706c46e4f055f3eec05ff10a30d63b4cf0e"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "350c257a253cef46ca263dc0904c6f057745e8453834fce75d043816bc811855"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825.json",
+      "bytes": 12247,
+      "sha256": "13776fd612bc93a88723e5f0526330d8b67a9177c886b7f32bd209be60182c13"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "658c4bd3def28db7abf935e6e34bb529549b7115276445cd6b2938bc9fef2766"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-01-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "b5386c46789cf8338c6822126bb73fa238bd192d7ee69b956b0c907fe683e9c7"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-02-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "0ebe3d85a2afdc7539b3b166578e84b3ed81a5be3289ab84190abac0bdbadce1"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-03-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "c6e40eba02f5bb622dff8afc4e0d257470d8dc1078112b2ea5eee7550ac18eb2"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-04-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "ecc671d6c4faf6b0dd42f8938f178d4455358b63f51dace9abcf3d1c048ce97e"
+    },
+    {
+      "path": "evidence/audit/repeat-novel_to_aj-novel_to_aj-physiological-05-s1073741825.json",
+      "bytes": 12220,
+      "sha256": "8fcfe25e34d83a17bb706f6508e95b413f996853f243f529236bce1b82da163b"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "bb59498c12fa42c5900c06c5bd76f8a6d9374028b34c45204b48da299e802992"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-01-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "829dca83c233285cbfa0c26f1643cf2dfd5aa6d71acf19b93c3111c2a94123ca"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-02-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "ed53a3ea8e0def239486b47a3fe50f4889f03d3b42f7cfaa891b48a02d398678"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-03-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "93be462e1167730462e1faca842663921d3c9b7abe8cee4d1ed30b1ef4a2bd08"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-04-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "e44558058778b901efe25ab81e1c1171cea7caed4d7d6bcc62b86a71fcaa17c3"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-matched_energy-05-s1073741825.json",
+      "bytes": 12459,
+      "sha256": "8644de15deb0fb8776a638446fbdfc4c6c6f9dce98312ad35168321d4b4d9dd6"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-00-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4f97dd84b91fcf296ca67fb7b7e9f570470e6bf5c5218cef9b16585cdb8f478b"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-01-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4cb83a8d77cdb1a7ea9369311c220e70141da6985aaab21912cc7cf469136ea4"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-02-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "517313c28633b2423d0c8d5fa322999a0c37a26bf0fdf64cefddec62dea55cce"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-03-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "4243fbc57c2aac3cd8046924e89514c28b2f53c9ccfde7619995ef575646f5fa"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-04-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "8f4b7bf26d6f5311fc13d3854b9a293483924823cc638ecfa344380eb14bafbf"
+    },
+    {
+      "path": "evidence/audit/repeat-seed_validation-seed_validation-physiological-05-s1073741825.json",
+      "bytes": 12432,
+      "sha256": "04588268cc3b36f77d83ffe9569b9da2b49a14a857f56c4ffe9bf251e045a7cc"
+    },
+    {
+      "path": "evidence/audit/seed-probes-gate.json",
+      "bytes": 558,
+      "sha256": "c2bdf69dfcf3705f2c00abb9b1e20b75f758cb4a922572050094c7ce85328aa8"
+    },
+    {
+      "path": "evidence/audit/seed-validation-gate.json",
+      "bytes": 1213,
+      "sha256": "2fa8596d1a98ccb17bcd7a20f23591f97c4b724be381cc5331a7f2a72363d10d"
+    },
+    {
+      "path": "evidence/cases/controls/cal-matched_energy-00-s51101/spec.json",
+      "bytes": 1520,
+      "sha256": "3e7908fe39a324d6dcf87c9176c2a550776fd0c22986dea60b1cffae68ebea15"
+    },
+    {
+      "path": "evidence/cases/controls/cal-physiological-00-s51101/spec.json",
+      "bytes": 1518,
+      "sha256": "09ec11051a6aabe5250e9bda3ef7081294ec2ea21549ab9fbb84a95d00feaee3"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/spec.json",
+      "bytes": 1632,
+      "sha256": "f57a9d8eba2548c8a4c1129494620f55e12acf5a4492ee04301c3c90c7ad15c8"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/spec.json",
+      "bytes": 1632,
+      "sha256": "8d7f56b1e0cab5de147d5395bd89906b25b7d07fef9d7fc859a45ffe5884cc2c"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/spec.json",
+      "bytes": 1632,
+      "sha256": "e8e2d1b7fe4abbd70b4a03316955a33277475cffa9395f102500321d47e971c1"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/spec.json",
+      "bytes": 1632,
+      "sha256": "750244ab6ab03181ab841dcf9706c9d0a9b82bceec5683bf6cf976e58dbf4232"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/spec.json",
+      "bytes": 1632,
+      "sha256": "3ca648e445b4bbb59ba2c0220557a6a18d387280af48a4429e70dc725671a580"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "01b7167f144cfb840c4713085272654ed931b2dee52bd4563e01327cfbd492f0"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "36fa0a560bb9a96a904043f4217da089a02d410b075d90284f47efdcf3b4f6c0"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "71365e0569ec0d59eb9134fd68f42c511182c19e5a73af4f45633d77a1c474ce"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "9cf1dcdd13635b7fcfc7504996a97892bf1fbabcf02a8449b44523d092b883f7"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "efd07aa93dd341a6e41f69b918c9fda676148304aa40efd0e726692811b78b6c"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/spec.json",
+      "bytes": 1618,
+      "sha256": "fe26dcc9db30a91ab042ad134c050a000bd31321258365fea006380c8a1a7f23"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/spec.json",
+      "bytes": 1618,
+      "sha256": "efb7c44d8883ad87b4a5e6c02b11aa29a44f8ca6a1aa03b219d3d003b1b83cd5"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/spec.json",
+      "bytes": 1618,
+      "sha256": "d1b0b4d4f2018877a59ba5a076ecaa888a811762d0891c7dce50e2c843d4b447"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/spec.json",
+      "bytes": 1618,
+      "sha256": "6f7c6f63c75a086c96a3ba13c3a3958281865ba493a2d186805e2c938e95e7eb"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/spec.json",
+      "bytes": 1618,
+      "sha256": "620719316ad7108cd8d8733bfbe810304fee1960cd98e5084231386e8cb68264"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/spec.json",
+      "bytes": 1615,
+      "sha256": "c3bf189bb5435a913c4cd6a391a19d45804b5d484cd1f520b177459b6111be10"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/spec.json",
+      "bytes": 1615,
+      "sha256": "c4c73c692f9ddc66d659998ab9f2c162f875fae446cbd96b138ab5f2d7017c26"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/spec.json",
+      "bytes": 1615,
+      "sha256": "5d8972789128b88725b4e8af832429585e231eb5782c73030052ec17ab0d3869"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/spec.json",
+      "bytes": 1615,
+      "sha256": "85f9b716c4d414c95e6e4218c89d8a35c5a6c3ed062f23603f3a3f3f2ec62295"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/spec.json",
+      "bytes": 1615,
+      "sha256": "d327babb04f6d604b3e3942e88e531bd4c46064cfc03d0398e3a69d9dd3d5224"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/spec.json",
+      "bytes": 1613,
+      "sha256": "a76279cf34e45d2ae8d721b201d0f92b20de9565eb26d5a285f02c53305366d2"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/spec.json",
+      "bytes": 1613,
+      "sha256": "3e899927dc162d01e01871cb85dcc0998dab1bf998e0e1f9569c55116374722a"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/spec.json",
+      "bytes": 1613,
+      "sha256": "7486997d47ae48b74c13d8bc457df7309933a573cf42d2019518cd1a44787124"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/spec.json",
+      "bytes": 1613,
+      "sha256": "14fb4ed011e1d8208ab65a032997763ae8f8de3a2c09e8ed10d1b1b7247b6f10"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/spec.json",
+      "bytes": 1613,
+      "sha256": "1d7ce5457e524a0bdc8545e388c1c2896e0ae07f5dd1e3683b70e0817bef2fcf"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/spec.json",
+      "bytes": 1629,
+      "sha256": "d4b66d1030b8a7e7126a3dbc29e7bfba34b701566d99b0d88a0d5717a89ef0a3"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/spec.json",
+      "bytes": 1629,
+      "sha256": "a56f661aa334fa412aa8954cd3031de5fc38c186d6c3d28fa76dc1e5b95dd564"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/spec.json",
+      "bytes": 1629,
+      "sha256": "8589c8931fa9db8b15f39f26af59ddc0fb23bd3cb28cc288eb3678ddd2971a67"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/spec.json",
+      "bytes": 1629,
+      "sha256": "37b9ed53a22df781c0142257bc7f73899d2f80c17cbe1fac0ec059c803811d00"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/spec.json",
+      "bytes": 1629,
+      "sha256": "38d9620a5739dae0fe92b13735137e62c051a54bf76dda254e65e95ce01966a4"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "e6a07f3094dd548d6ba784edbe4e0dcd854514b6fd6492cbdc417b39e9063845"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "3a8a02891ec8ea39ca601dd272b600844e261376055b125729e3180dc8cb0441"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "5da2d82a47d6f994fc42ff06019e55ecb49c81afd165fe5c77bcf73b56475083"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "f685dd6d44176439daaed92b1f7e1e9aee26494a94d7b1db9288b5acff7a565c"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "87d00c997d8e1c56ac8c643ff07e1d609e45da8c4a93b646804e076d375a5178"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/spec.json",
+      "bytes": 1620,
+      "sha256": "52d56f79d6f3314ba8968b232b0437fcbd829a1d67e96e1eb9ec41f56b71cdb8"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/spec.json",
+      "bytes": 1620,
+      "sha256": "f5cd1998d9fcf58706155c45923ccddfd2edce908cee4acde1ab0ab233297720"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/spec.json",
+      "bytes": 1620,
+      "sha256": "be3e7aaa6e94273dde65fc28810e0beabbbf62db4811bf05edc77ff0629d4807"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/spec.json",
+      "bytes": 1620,
+      "sha256": "3ce6b9d89e92a6fa7dbeb30542b409f41491a8fdf5bd9f2d1cc5f6863e74794d"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/spec.json",
+      "bytes": 1620,
+      "sha256": "35aa60836e7adf8517f701dd064bbe51b8ed9c5dffe469bec1b148e9d6a127da"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/spec.json",
+      "bytes": 1616,
+      "sha256": "f902dd59a4df2d6326f31d02542883e346a6d7d24adb0769072bbfb79addfa55"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/spec.json",
+      "bytes": 1616,
+      "sha256": "762cf37c679fada266a760e927ea8cdcc8c3718d7d5f0ba3fbf20f050eddf99a"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/spec.json",
+      "bytes": 1616,
+      "sha256": "314ec08dc58c0b213cbc0002c8721c995c766a2520cd194fdd57472013ff3d54"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/spec.json",
+      "bytes": 1616,
+      "sha256": "108937f54456da6243cba12d81b9d0ce8ec17fd2c2650f5b7f45cf0141e87a30"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/spec.json",
+      "bytes": 1616,
+      "sha256": "63850b1f0e6e871e270267b7e3ce23efd143e6cbbfd9e24c266cd482b373c07f"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/spec.json",
+      "bytes": 1611,
+      "sha256": "6e2a9775fe8b31c401a3b509dd77dd4b38335bf23e93558d72a85c297f2141b9"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/spec.json",
+      "bytes": 1611,
+      "sha256": "cd2c47fb29d47cd039ac7660f58c705f9cb361b5e9b3e232e59b420f15ca2cd8"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/spec.json",
+      "bytes": 1611,
+      "sha256": "3a2f00bea3a8b2278d874845070a137a795c816a272070f022d6f493da5407df"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/spec.json",
+      "bytes": 1611,
+      "sha256": "b601e6721fda28b9ec68860959389f1084de19c5bbc603eb7a3c6034d3ddb8c0"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/spec.json",
+      "bytes": 1611,
+      "sha256": "6451d7522ee9320c1986a220fabeca1176439dfd4b788b8e958b16000f099276"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/spec.json",
+      "bytes": 1609,
+      "sha256": "1a568f23509b4d2eba8ec88f3c15a4af8b12f1ee229496c3f4d9a8101ff5dc19"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/spec.json",
+      "bytes": 1609,
+      "sha256": "f0e0bbfff72fe76e9c4f2e5641c465a9f5362652038d2f450998392044859f07"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/spec.json",
+      "bytes": 1609,
+      "sha256": "4b8212b3a795f7865c94042c98302a7cd766b9e2a2f6b729f7c5e70c951d7ffb"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/spec.json",
+      "bytes": 1609,
+      "sha256": "ba05507d9273e656f09c34edb8e4375b580537e293649e02c67feb9e126b5372"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/spec.json",
+      "bytes": 1609,
+      "sha256": "826f4f03117429c1ad9eab83fdb606542dbac3e1721e368e1fb4647d64dce3aa"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/spec.json",
+      "bytes": 1625,
+      "sha256": "e216bb3a2dc4804fba2194f68abf06eb5f557ccc9fd26c6b4d489a48148572cf"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/spec.json",
+      "bytes": 1625,
+      "sha256": "6a43f5cf66249a47a88b1d35dcdbd294df53ac074e9456b34383bf132b5b7947"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/spec.json",
+      "bytes": 1625,
+      "sha256": "bc861cee994830541e7a40bbe7b324f60e041d5c08ded96827429cd6e170e92d"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/spec.json",
+      "bytes": 1625,
+      "sha256": "f8f844ab2274076f82ee448573d4fe28477b39e8a961bed04e9444f50cb69a41"
+    },
+    {
+      "path": "evidence/cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/spec.json",
+      "bytes": 1625,
+      "sha256": "cf0e4b78f2084e34f485a9fc7be1d562c54db0a101bc9be39101426005facd8f"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "23b4e96982040551cc88333dad82d8bd77275726132134ece80e560f8aae988d"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "4b50972b57e3306d7801d9659c8102fc55306037cd67cad888e291bccd5bd776"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "02fa68caf89ce57611fb2721b3bddcf15406b35bd275e2faa3f3871135d3be42"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "fbc23565d41d9185ba6046ef22814887493f8f4cf2036a72350b011934b1e207"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-00-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "5f22667a1a3841f6897328c95a97ecdbfd70cd393a8adb7c76167d44ff66778a"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "1d567ab3d2046c45f7a3b3a96134313f18dfee7ca26711afa86595b93efc5d35"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "0c625875cd183d86cfebc8a5641c0a34833db32ffe358647ad3a9dea3677e177"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "9190e3ba471825f94adab13def1cc6367f27fdc8b3fda8a0ef9716effb3f3706"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "3d1f4d8dca5b8efa57f5d43ab65299ca28348f9a86935f78f2c13f31778835b3"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "7894bb82d91b5e96643ff63e0a4c3c95f91c7794069d6bcaefb712d732cb5b2d"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741825/spec.json",
+      "bytes": 1629,
+      "sha256": "782badefa39e5f6362e280e176ac7f87cb30fd847b026ed73c0cb78f1d94c514"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741826/spec.json",
+      "bytes": 1629,
+      "sha256": "825587db0009d3282d09732efdd7b27a0a3200039cfecdd7b948720225841389"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741827/spec.json",
+      "bytes": 1629,
+      "sha256": "e4db12ead5222b1d226e77003b3fc6dcd3ab9246cc5ab2f68dc6d76aabe3f570"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741828/spec.json",
+      "bytes": 1629,
+      "sha256": "1c23e7753da581b8cb47a2189e93b98e3b9692d11c998b0227ac0404138b9acf"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-02-s1073741829/spec.json",
+      "bytes": 1629,
+      "sha256": "d4f37eee3a1070f907229dfb2f68c7f260da0666575f9c13af9d39d1814cdc17"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "42ec0f395fc84c22562f7fe758e89640a7a2b18ffcc2c6cd13bd1c183c98ea38"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "2f458d7ff71fe4a1389e39d2208e0b1172f5402181f0f055ef7b889924754202"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "000b1097df63db60251d4c2e1d4668363022b731638afae42006bd77b7cc8b7f"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "1884ac63729b4dd6ac31d625389f96157b0f6f9c2463ff74efbb6cd8ffa56999"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-03-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "9e3e6e50b3b851ced69aeb147c6580d52b43617828febe25a4abcc7f13ccb76a"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741825/spec.json",
+      "bytes": 1636,
+      "sha256": "8268f806538ad7fe4f702fb26420334fcdc207ce32cb5b35eb7a6518b0dff900"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741826/spec.json",
+      "bytes": 1636,
+      "sha256": "b0d8a97825c984474726f872e027fe5b8101698aebe0fa5ab709e5aad2965286"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741827/spec.json",
+      "bytes": 1636,
+      "sha256": "16ef9d068e0aaad2c3bf1a2b0b16b2f6a11a29a4ad91320670530f1fe74d3c33"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741828/spec.json",
+      "bytes": 1636,
+      "sha256": "b621d4566ec84acee9a036bea3e4fae8377f69939ae340ed64d2fb244a9a79ef"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-04-s1073741829/spec.json",
+      "bytes": 1636,
+      "sha256": "7cb8051796d8d965fa47aa33d15cdf64da4f9c9d121788f854f86dd7620f122c"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741825/spec.json",
+      "bytes": 1646,
+      "sha256": "4ac4fc7127c1654e441ad45a2b05713da8c328d13d6fa0cb5922390a417bacab"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741826/spec.json",
+      "bytes": 1646,
+      "sha256": "660e367d377b3b3efa2d19fa21989f183c32d1d1881df5c6ef21ec77c85078a3"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741827/spec.json",
+      "bytes": 1646,
+      "sha256": "b4140296c492da33f4a0f3c16e4a2e303ded1f37e2029709d7d503e3838c9c6a"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741828/spec.json",
+      "bytes": 1646,
+      "sha256": "def4cbe7248139461b9d9de0b0b15dc8b9aa0f8ba814a2ded139a416fa45caf0"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-matched_energy-05-s1073741829/spec.json",
+      "bytes": 1646,
+      "sha256": "dc4f6053d8c3db9b89369a83e141141985644878679492d150e555a0f4d770d2"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741825/spec.json",
+      "bytes": 1644,
+      "sha256": "ebffa677b41e06cb776a987a496a0577bdda135cf3c067ca8017b038ff3fc5c4"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741826/spec.json",
+      "bytes": 1644,
+      "sha256": "5528583382133e05020065835a4454c61bc30ea926f85fa78278208e094ea724"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741827/spec.json",
+      "bytes": 1644,
+      "sha256": "38ac7b65b1d0d9aea3ea6e7225f917086b824a7f4b58915e2dbef79ba7d3c2f2"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741828/spec.json",
+      "bytes": 1644,
+      "sha256": "e34cdff4c97f50ba36a17240413005c6cf59931c465bae669e8730bcfc0502c5"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-00-s1073741829/spec.json",
+      "bytes": 1644,
+      "sha256": "715f13c5f33e69ca2a65bb9384b109b366cfaf2d933060f102504a6619adff61"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741825/spec.json",
+      "bytes": 1626,
+      "sha256": "98c81da16c2ae9af1334ae439d0fb2b672e01bd1bfd7f365effae4b2b6a18b68"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741826/spec.json",
+      "bytes": 1626,
+      "sha256": "62896c0b8a3e6ccdacc45b8f073cedaa02f9d2eae06c12d1555c1e75ea42131f"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741827/spec.json",
+      "bytes": 1626,
+      "sha256": "01a0cf4757f37424dd1f67683eeabaf0eb04f45981b70fe375c3b4d100b423f0"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741828/spec.json",
+      "bytes": 1626,
+      "sha256": "be86a1aa64e2143c9303bf0cb6f86e1ba1f6980e1e0c47d90af5b1b07540e67b"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-01-s1073741829/spec.json",
+      "bytes": 1626,
+      "sha256": "209afd625fe8b23d78ebbe59f354fb8c11a170be3643fd2dd0df47646a18395e"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741825/spec.json",
+      "bytes": 1623,
+      "sha256": "bea932cd3d2696b2b87d0c079b3062c9f09a8aa0e6cf5067918d4ed612442930"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741826/spec.json",
+      "bytes": 1623,
+      "sha256": "1a8cd243a01027804cb3f0162106672e174594c1126be791cd76e5936e6368d2"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741827/spec.json",
+      "bytes": 1623,
+      "sha256": "e4b7276f692fd71e3a3584cac3a5137f6698d22c380aaf51da548a774e20fda5"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741828/spec.json",
+      "bytes": 1623,
+      "sha256": "67dc581d0172ffbb72d9d71dd5423f2f00e49487cba2fcc294ef8ce6751a06e4"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-02-s1073741829/spec.json",
+      "bytes": 1623,
+      "sha256": "07da43882c32103427fafe701631b69319651fc0241b39f24271f9b58628e843"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741825/spec.json",
+      "bytes": 1642,
+      "sha256": "d8b5dcdfff7c0b0aeb96559249cd9137c81824ac6d4e1e4096fcd324487a16d1"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741826/spec.json",
+      "bytes": 1642,
+      "sha256": "7d320cd43a6f41bd268c40d06623239e6cf91753c561d88d37b04d7894847dfe"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741827/spec.json",
+      "bytes": 1642,
+      "sha256": "4ec9bf3afd2e283e86cc876ebbb7974c7083a87acae02397d00e9807187a147e"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741828/spec.json",
+      "bytes": 1642,
+      "sha256": "0308813cb3c1b148d3325279f0a5f788db3b5759ec8e141d86ff4d8628aad8b0"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-03-s1073741829/spec.json",
+      "bytes": 1642,
+      "sha256": "56d588316b747050cbf22ea68a65f515cfc9d0aa3280b0e49e2122841b996dca"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741825/spec.json",
+      "bytes": 1630,
+      "sha256": "71f7a210d56702447974cd04dfc0ab85a5d01d27e66eaab9419215700b4fcfff"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741826/spec.json",
+      "bytes": 1630,
+      "sha256": "62128c349059c125fba9ebead8881f4181fe6f794b1a70de18161b0d11c6976b"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741827/spec.json",
+      "bytes": 1630,
+      "sha256": "c5b1d50a46bcdde4e171acdd7db39cf5e279449c8b3b309411465c4bb737752b"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741828/spec.json",
+      "bytes": 1630,
+      "sha256": "e1547285f579fba24947aba9b6479f20334269fbc0732475fc96dc3bc5980291"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-04-s1073741829/spec.json",
+      "bytes": 1630,
+      "sha256": "20246f60b35647b1da6d6ab109c2cea0ee55fb63b69c4b7004cc18686dc3e686"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741825/spec.json",
+      "bytes": 1644,
+      "sha256": "99d2d2086fa0a0ebb1b31ae90ca0af48d7263acb1fac3b8bed778e2248f4017d"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741826/spec.json",
+      "bytes": 1644,
+      "sha256": "fc28f87bae65e8db96ab2afa178534d8957aea52f10ccbc6ad791427a77f1ad9"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741827/spec.json",
+      "bytes": 1644,
+      "sha256": "7fde7800b1c9608f3f7d70b093ad70dde8a6b5dffe23a46dc0cfbb32d1fe059c"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741828/spec.json",
+      "bytes": 1644,
+      "sha256": "6e501ca9fe9e647535a42c86c0d77c439d526d04c4734872122e103300ff82ac"
+    },
+    {
+      "path": "evidence/cases/seed_validation/seed_validation-physiological-05-s1073741829/spec.json",
+      "bytes": 1644,
+      "sha256": "18e7465b94294442db4c5fd81a4235709b99e677c9adbc2f2c1bdbb1c0572993"
+    },
+    {
+      "path": "evidence/checksums.sha256",
+      "bytes": 428007,
+      "sha256": "65c9ee6e90a49fd22282a977d3770a07567c47f4303e12359239dd9c77246af2"
+    },
+    {
+      "path": "evidence/component-audit/controls/cal-matched_energy-00-s51101.json",
+      "bytes": 9637,
+      "sha256": "8d3018c752b30ae587d580b45748854de3af0b88fdfba78aba241f70ad267da3"
+    },
+    {
+      "path": "evidence/component-audit/controls/cal-physiological-00-s51101.json",
+      "bytes": 9635,
+      "sha256": "b54e22f755d28d8969a28f9781dee7eb1f2ea37d663b5452eacbaa4507279df4"
+    },
+    {
+      "path": "evidence/component-audit/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825.json",
+      "bytes": 9652,
+      "sha256": "1ed80092879afdc850644d36429ac039668c746aad8dc68873d80ce2cdefdfb7"
+    },
+    {
+      "path": "evidence/component-audit/novel_to_aj/novel_to_aj-physiological-00-s1073741825.json",
+      "bytes": 9653,
+      "sha256": "9d2ae69912eed910a38ab94dc6553809fb5203f56153bd7f7c12940bfff4c2a6"
+    },
+    {
+      "path": "evidence/component-audit/seed_validation/seed_validation-matched_energy-00-s1073741825.json",
+      "bytes": 9661,
+      "sha256": "d7c81ed17fe2bc8a02aaba971b17c99f3426d892375ae2b29afe6ea83e969db0"
+    },
+    {
+      "path": "evidence/component-audit/seed_validation/seed_validation-physiological-00-s1073741825.json",
+      "bytes": 9659,
+      "sha256": "29c4f4723c50599ec2aa4398220141725c5cf35310614c4472366e6f21a339cc"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "57d19479cd460b13760a9a2ce03a1b751979d8226293240b8d51a9a08689ab53"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/requests.csv",
+      "bytes": 1914,
+      "sha256": "8f0da8d124f7587e1636097bb0ae4fffada70b856eccb2bd0027da99cf35fb5d"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-matched_energy-00-s51101-r0/summary.json",
+      "bytes": 6466,
+      "sha256": "2528b6ce72406feb3ee3256b0ffd0400ce2acbb4888bc414875862015f777259"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "24f0fa162a1a06585cd6c0bffee9eaeab8955bedb54b65fe46c8dcdd1d4b1628"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/requests.csv",
+      "bytes": 1980,
+      "sha256": "b8c47006fbb883bfe77f34f96cf03fe2a9404118d79c983453237f26d6f29c79"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/controls/cal-physiological-00-s51101-r0/summary.json",
+      "bytes": 6460,
+      "sha256": "c02ce8970c9dd4acab097820c24168d82ebbbfdfa2a9ab5e04196d170d002026"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "ca0a197b450f0b182f21e5cf79b9df1fc9b4a93763a4f884e19236a1cfc47f30"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b9e32e2636b8a8c6a00510871bf6c46f0d3b6957cd265a4ce7df516efd08d590"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "cfefc655d613fcfb42d5fc2fc5bf37b4663aaa8db588ba2b46d7e21f0eed5f33"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "ed3525aa7d907fa5bfa9eba0ea9b8afeb8851b7989bf2e9fd0e42f13c7bc2624"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/requests.csv",
+      "bytes": 1658,
+      "sha256": "de6bd7dfe51d9cf2e06ed7f6051717c3dd44a85bf394f976140302b03e3b7c74"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "6b59d14b913ebd41eb698c98709b0c1ec2f90700c435c2c5af6317286db4074c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "c3996c5957f9a6fca305cc241d7e6c399a57f0e9aa466f77804ec324dc907472"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/requests.csv",
+      "bytes": 1954,
+      "sha256": "c3cae21c6c9c8ac217a3cc9d7083ca2a7ffb3919299807bf5d8a3b0c10616bbb"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "ae4827876eadeafa369e64e54e4a34affbc6849092c82ee326eabb6433100b16"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b1c891e86efb7faf8111908b8295592f05cc8a6a0ef294c2670750da3153443b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/requests.csv",
+      "bytes": 2077,
+      "sha256": "2f813be1648111c18914a2a8f5f072adccaca85475baa82f7e8b4aecffa5003e"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "d6d678ba0966e62f87ada1076097fe3b65668f6adedde1ae145268d20581aec0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d61dbf44a3ceaf6ed3cdd9e726ef7237ee3047a386afc979ca9e2c10aa59552f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/requests.csv",
+      "bytes": 1633,
+      "sha256": "22a8749fa62438ce6ea3d3d54690f11ca036350f8681e62b7c30dc5daa470918"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "0813e97b9bdc9d5535819e90e7b6d1548a7100205ebc7069483c3ce7ff22d2bc"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/requests.csv",
+      "bytes": 1694,
+      "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "826caa1d6064f8eaa4ee77d7c5a51d7a5fa04bcdebf2c2f95af75955a4a00186"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f21e9df20d670e5fd831aa763b81937ef8ec65e080339302dfe13e99a45ec590"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/requests.csv",
+      "bytes": 1694,
+      "sha256": "ca660efeb93f7f76bce517197a334eafe788bd5e4599b96d83ae5eeeb8abce25"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/summary.json",
+      "bytes": 6478,
+      "sha256": "edf29417f64d492d17e72b514cbf5dc72a547bdf37785f44622f66ace2fb606c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a200a0fb7dd41690bbe72da2e8d70031990008853d3482edc56d05c779b90dbb"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/requests.csv",
+      "bytes": 2214,
+      "sha256": "a246b0766bcf9f69c11cf03cf55ee1b08744270236579bd81964eb2ef953ac68"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "c5131d807fe5b2961e3720efc3095aa0afeccfcc6ba995a1684726bfce01a0df"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "26a755921e1e4760fbd207d0ee351e3aa661f89592cfcdc68740f2e0a0934866"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/requests.csv",
+      "bytes": 1749,
+      "sha256": "d5dd2d76d376d7b1a9a3b5a3246f3eda56b2e75f0645c5c8cf556a6d92435b89"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "234ffbe9d48967451868ca2e85ceed62ecb6547322e9768bdd807e7247c16912"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6a45066d9e546542d85bffb9951bb1e8767aa977da74e79c07f52b0303328c3f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/requests.csv",
+      "bytes": 1930,
+      "sha256": "f998d4aa69c1507843a1a3dc3076c26aa0da5c74f5d77d2a832404c9560794ca"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "5382f760898a29af547cabe201d39bcf392533ce58df1d412fe6a421e1d32a07"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "ca9f38fc8f3f571a675ba708c361cc4c74ad90cca5d6717d796b1fcada13a781"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/requests.csv",
+      "bytes": 1463,
+      "sha256": "c6ee5f788b183909cf9980da8a25b007a894176fbd8a1a69053bae755de289a7"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "f114492a3211e0073d7e8a04e9d0c110771654537cce68de1c60f1ac574fc45a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "30e7211d79ca467951cb119a334e97c7da943af12afebe52ed794ce8bb5f02e3"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "3617d1d47eac0801a81bb86154857a892e6d0f508e79f6083f8c0e6c7f205d8c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/requests.csv",
+      "bytes": 1750,
+      "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "0272a9af3c8ab0ee9f507f8bfcc4b06d240f4893c5ffbb65119ea716a821de5d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "eca0e6bd154f9bab41bd0f51a7dcd39bea8bd0c38299ab66edaa658f8e597d4c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/requests.csv",
+      "bytes": 1875,
+      "sha256": "0a8b4caec117a3506f0a8c829f25129564978165c9d54248b762739daf6846ff"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "30016e5848558e5bbd7db82ad918fca038ce61825d2360dd9e9efbf5316d4b01"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/requests.csv",
+      "bytes": 1793,
+      "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "bdf4741b45879663d67edf5b7e1487b1e426b611bd212bc758e06d0ffda026a2"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/requests.csv",
+      "bytes": 1554,
+      "sha256": "ca43de84ed5ab401c0221aa4b9052560f7d942c6aae0903177729e17d58c2788"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "8015de2e62c6a0aafd19943506a2c4dceae7dd26ea26b4e5207ec0bc8532655f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/requests.csv",
+      "bytes": 1390,
+      "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "2e07eee9b1f5be3b959d7f82b3b241501c87de05ab12fbde4767a9ed018e7a21"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "76cdfdf550e55eeda4de92395bcdc2413ad62646045791b7a7bd20a247a9ceec"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/requests.csv",
+      "bytes": 1390,
+      "sha256": "d98c762ca21e975476b58eda9e3edc694a5ad2781ccaa9181341233d2bcdb45d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "60a56eac3b9ffdf2084a219df7f5d6a9d0e42a3a317a7e2b02563095c9f712ea"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "9a8bef78843bca823a464b46be5954c78d932075e47f8b1275b2ba325eb22ca0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/requests.csv",
+      "bytes": 1597,
+      "sha256": "bc1317bfbca06838d27a9ec5f50d91c6a7bd8ae60c8057544884da11f12a0682"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "602354da7bf2a510d4e198acb972ae64ab570bcec90a4e987eb2480b53f2893f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "4d3b6bf4a406a941c08dd0e9f2a5f6eace20ff1c74c2d9b8710ed222ee936a2a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/requests.csv",
+      "bytes": 1810,
+      "sha256": "8b19dff02c025571b611066077bfab885038751ae3287e89b2f02fe8bc6a5a36"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4b8cfd842c2bae2ec5c6d9384076dddbbeec0ec329251b2112e2b7746127db07"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "bf46038747f6ec32110bcacccf93b757ad99d4d0183d7951a6ded56e5463bbff"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "70d9f854eec3d406076ff4a733f6abb4e26cba2ba15a5851b0661aa7213410b0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0be2202c8ffca954ef29d4106be44281aef4e7075d1fa371d36418c5c8474a5f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c99f5f56b78a3bb360853507aba5151dcb57dfe47ada27b9e46b73bc9e83994f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/requests.csv",
+      "bytes": 1760,
+      "sha256": "2ebb89b5258cebf8a71f8d146ca05556fecefd79f686fc4ccd3d5263bcb3683d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "819b1094814d5fe06bac5a526f0b19f2a0d985d99ae05570b463f8a682aa71d4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/requests.csv",
+      "bytes": 1676,
+      "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "b52104de9bd5fc6fbd81037fb4273f33725ce2285bd1923bcd957ebfed9d9fd6"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/requests.csv",
+      "bytes": 1676,
+      "sha256": "04127556bf217971c24d43d483f0ba6fdbeaca5b6ebf86235522814e9ff45ae0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "765c50fa91760f17fb2a31b8eadc005d1bb57d974da749cd7f40d5582bf1f1de"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "f1b1311b53605d29c3adf17e6c99d7ec0507d44711588cba3f054c5a7e56d56e"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/requests.csv",
+      "bytes": 1788,
+      "sha256": "695a081baef6d650d1a4c2dd1590cb51c5d14a655b8b04784427136c33dfd6f5"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "08d00de2dd108d9f0dd418f9c2ba1bbc0fd00fc2a836302444df4a56cd380df6"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "745eeca6d03921e873a91c49b669e5c31e1d58546b024ff5cae1d17a368d0d3e"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/requests.csv",
+      "bytes": 1773,
+      "sha256": "f1824e61165f7c2dda6ef052f18c900e3b8620568c42883e0a753a0826090872"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "a9d27de465ea48a6b9029500f68cebb9c0a0643624bac88d98b51c7e05c8d678"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "eafae1cb05485b30b9b517db3827edbd31ba12c2b9b8af6aa872e2b2547fd596"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/requests.csv",
+      "bytes": 1631,
+      "sha256": "370b059cb48aa81bb583d72df1884d6690ee3e7ffb31dfcff1c75b1c73ccde3a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "9d92d3edf6d606cab57a862d5a4f5ef523aeb5fe701ce2dc87a8af4735f8bd26"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b6cac73b1df7b88b059860fb2be107adb745fcfe8d330a2c88c1a0df187cb55c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/requests.csv",
+      "bytes": 1414,
+      "sha256": "0fe7c51430ff0ed380db6a9b3e9798d27a9f6a01522f533c320174775880a9bd"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "8c5d8763c677a98612c71f6511249846358c5f1d2869e0e8a3d0d1a6c7061780"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/requests.csv",
+      "bytes": 1724,
+      "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "acb10d20c96bb3fb83fa4dd73479496ff511dd6ac3f87fadc2dfb596054367ea"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "140f564f42e598a25f846ecb7f8c987dc51cd887ad24b844809b43d79cd469c4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/requests.csv",
+      "bytes": 1724,
+      "sha256": "1dec4e765007b517ae9d78e0362efbacae0a617964e226e0915978c6919fc04c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/summary.json",
+      "bytes": 6478,
+      "sha256": "9d65d741f4dd634741c2ff512fee7129fa09fecb97f91c02309f6333e6222b33"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8997ea2aefee4c79d611d0603051715087212efc2fc3722750bc9f06aaff7252"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/requests.csv",
+      "bytes": 1749,
+      "sha256": "489a216c7d65593ad1fb0c9af0bb20e298ad078983f94ecc5669a85c6b9430fa"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "93cce7109d8f90c8a322b88d6a1693a6df588b7b886f2ef329dfc3f4f269c93b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d07db951a13e48435d31f66596853524528a76bfdfc19343592061b3e3f93e86"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/requests.csv",
+      "bytes": 2094,
+      "sha256": "9e9755cd829402e1df352c0c6121b6f60f9ef7fe446a3a8e81ebdf813efea27d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "2958cb9c5ea7248e2bc37c63a67bb50ad3d41e36b1862ae4db6039ca7afaf8c7"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8110898001bfded7f4a008a79e7a0f5018f54dd05a31eaa7203f6cecf7e6b2a4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/requests.csv",
+      "bytes": 1784,
+      "sha256": "bb41ddcc2ad31f2cbdd17ede19b0561bd78ea612cba4776114418a3f537f86cb"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "fa44586d7707c5af88cd19d7c48f7257bac7016bdf220d1022008dcf5f9559bc"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "1a7fb4459001725821b23fb96bcaeb873174636feb1433cd154380edc4b80969"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/requests.csv",
+      "bytes": 1541,
+      "sha256": "0741cdc4fcc406c8b7d353ccfdc7a40b3aec6f97e2862c0074d820d5feb0cef0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "cace47abc5135d340c6804bbcb0bea4160c722ca8bc79b39d0cd46efde36be21"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "2a0e1b97a90de09a3ee05db6701ce45a1da3c18ac4ce3390f8b01a08aa3c5a01"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "54224aba229e01482bf226f4b6c4dcb8d6c82c6f08be3e016df9138635a227aa"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/summary.json",
+      "bytes": 6480,
+      "sha256": "b91b84f88226265843e830cc7e8cdfe863d256a23df6c42069bd7e5c01db83f4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "84c533cf612cca0612a8ca42ba257821e3f77a45cd2018dc04d1e53200445792"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/requests.csv",
+      "bytes": 1767,
+      "sha256": "dd7231ff63158fe7b4798ed49c9ddcdc15822249b8036204ecee63aee515ff72"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "cf8209897d99d0fe5c2958773d7d31da2160fd1f260536c42d4031dc46eff483"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a69d04ac64a290a945386712da6d98cbeff1826fe57cee36e2049c02d4e17d7d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/requests.csv",
+      "bytes": 2161,
+      "sha256": "313430adacbc4f1bce355f95e61e85d60ada4feb16961a9e36081c0d55fd012b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "85494163ce2a361765a0ebef625b2aee522dee7e4db22eeb6bbfa27760669e4d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "556421db94619e050461d4bcd6647cc4b545e6cce68ca2377e8b793061ca1186"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/requests.csv",
+      "bytes": 2202,
+      "sha256": "bbf7791aa8368401eca5f3c93bd72bf85038fdbffad56b0ae055445c423f343f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "1a9038cd7c731e49082ab39d33b35b614009d4a1edd0c76f7e321c4e12029d02"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "3977ec1ce1b8dbc6399b4d55d433c3cdb96590504632d55e80b2c3c85bf804e7"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/requests.csv",
+      "bytes": 1839,
+      "sha256": "9f3d9578f072bb633aaa8020d745356e678b80abfac13e635c375258afeffee9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "effd813bc21aca2decf2fb11ae8993ddd487e5ec8869b935285f476190f81819"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/requests.csv",
+      "bytes": 1630,
+      "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "74b039335f0d82e6d99b85c301c45b91fd8c394846c18f357cee9034eaa6e859"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "0468128cc9d2e4b378c731cd6b9ba0e331d67d973ea1bbc86cfc6afffd654d7a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/requests.csv",
+      "bytes": 1630,
+      "sha256": "c2c7822493486caa4bc272b840e173c006a73924b5a901d7daa8fe8ba94388b1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/summary.json",
+      "bytes": 6476,
+      "sha256": "bc157fc3d5a64844fe35f057a6d1351b58dacc7fb1752d3d1b64529b3655be52"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "b7417ac2bcf48deff98d1b338e2ef9286b9e5ce5446e5e04b90cf382ecf24eaa"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/requests.csv",
+      "bytes": 2119,
+      "sha256": "370907f6f6692a0e30bc1e654d3597be61140ab6b679a00fdd7f908ba603cd7c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "bbdf9e2ba0ab7119b8b10a64aba9ba397409e58906c608e6252889ad36ac29be"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d06b805f555fe57f5660641ae7de82ba37d1459f59018999b7cebb0fb0c1c7b0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/requests.csv",
+      "bytes": 1672,
+      "sha256": "fd36f4f90d5562b9a1b33d1f37eb8062007931655b03078b19bc9596bc446fb1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "277485f5528e9606695f45518f3346ed7409ef7d5fdaad9cebab7fad7c157eb5"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "ef8490124ad0fb0051363569eadc7f5fe5de32821b76eb2e8ac0e0b13c7899bd"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/requests.csv",
+      "bytes": 1831,
+      "sha256": "a8c82193fc14ab2e40057fbe5ad22cb27cb888eecac132df5d4031c2033ad1f5"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "f1f16d524ef830ec61928f4e72141ea2ebd7e28a02ef769ca9daf4c560cd344b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6728038e10748465fe09ada988eed129ab7ed3446d12eaedd37a13fbc7757b91"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/requests.csv",
+      "bytes": 1384,
+      "sha256": "06317ba831e3bf346011a84b4313d2c8aea65beb2e2195c21a6bd64a6532a7e2"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "b6691c08b6da584065d078dc9f33719ae43ecca429369264418d79efdb6f4df9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "168aa06d50dcbdb2d744a73b2e6ead981219318a097ccd03354cfcfd3c363107"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b5084b0402c36f830b277532b01f5241de490cf045b1c4ca2dc03d95caddd0d1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/requests.csv",
+      "bytes": 1490,
+      "sha256": "2c427f2ef38f7d13b4f2118617a350cd476f75734751a9d54a42d020aff0d0f4"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "e0c95904d4f25574dc93ef8b5ef42407927b968c096ba64a137e1e595d6f18c7"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "63052d21e6cc788427e9bc81583d1167ed033a0aa42eeb4cdbc46d465a6ce1a9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/requests.csv",
+      "bytes": 1750,
+      "sha256": "697a4b1609826c52c065597355a10b489587678bd4ada0948fe22e811b804f5a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "b03458d89e45462fd020ba4069f85bc5f5fa4232a09380477a79eb65af782741"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "9efb4283b1d764c7e0917ab8e139fdc7f79a0e363fe7b2e777065b2a89e5a365"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/requests.csv",
+      "bytes": 1811,
+      "sha256": "dc89d9dcd99a8c0c05049bd5119f9a2fba58b5a70e8dab65ec83b019487c8ec9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "8db9bdc039e371f291417cb1a9eae872b3d5b8c2edbb6c51175752ef0cd5e2dd"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d4c07103868045623a466649c7b68c682d2a1f82a3d32f68246c2bdc72d45552"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/requests.csv",
+      "bytes": 1793,
+      "sha256": "d79fa7c8dcfae1f62ceea53c091b22286a6b5b5b05129bcfcd0b09a4f6bdf221"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "3f6348dfe771170156937ee388ee24fbb90c735c54b5801d0e1d278049e5e18f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c46954c9ccba614abafe23b06fcaf5588ca36bd21fc83df6ee7389382169fa06"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/requests.csv",
+      "bytes": 1539,
+      "sha256": "9333d1cc60625221a563cadb1fa950b6f28db15d4a358949c852c363fa00a10c"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0ccba7b15914241999fd07c32c5b6554448c2e12a7b77bd01986c7527ca8a350"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/requests.csv",
+      "bytes": 1102,
+      "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "4c0e06b741d2e441892559faa0c2f4a5b9f2207cbda77817d9ebf10a66a560bc"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8bc94f676484fa6f01f6e399e8474dbee674887409be1c537867807885e07c7f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/requests.csv",
+      "bytes": 1102,
+      "sha256": "84a6a3f898d48fe9ad30ce9cb213ffa94e0a96c0987b3f7676b3c13e2d578021"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "bc9229ccca4f66c3550adbd7b1d98b3e63893e7fcc7513406799bce51eff1552"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "3ce19ace96a36eb15c32857ef62132a6b49de8a5778d70e9082e829b17f661df"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/requests.csv",
+      "bytes": 1204,
+      "sha256": "f4c58197b6b0aadf8551efcc983055bf92d96e55fb951eb4ff5295b530f95d3b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "1b3c8a44d834cd83f620e0a3032189b19570e7fcce15b21014178f546843b497"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "3e28d543764779bae6fea817c037a0053aa1bb9298c0c7c31d985eb424c9f28f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/requests.csv",
+      "bytes": 1233,
+      "sha256": "91a02c5d7227d278340b7111a5e29544b3e3489179c41700f650e74afddcd301"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "ef4f59edf839b721dbe8df36a12214441e887726062b59df67ca68d3343698b3"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "ab47094463350e552932dc3079b555f68a884900c2b23638d4eab59f89d212c0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/requests.csv",
+      "bytes": 1345,
+      "sha256": "d30475f303cfae16b547fe954b3818340762c96f4088c11b4e247398ee3433bd"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "bf8b291fc1188d4eb2db1de1169196e05b3b98d60a2791c34cb7926908962825"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "7a384d5497c11fd5b84ab11f11c75f799bc4f8dc0595af19a1e156f7135c1d14"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/requests.csv",
+      "bytes": 1163,
+      "sha256": "10944ab3b2e669f006fa7e191c0052b4edb2830050abc6a6c7c4622487fb5369"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/summary.json",
+      "bytes": 6474,
+      "sha256": "8d43d836470f9d268fbcae19498ce7ff80583fc4be03c60a42861b532bfdeabb"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/requests.csv",
+      "bytes": 1692,
+      "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "687254750c86d398f4af60dfc310eac9b4269388a062e7472afd175f5bd7e306"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6f3a610119e9cbe45873ba1594ccfcc6fc415a4de84e3720744a1a0d945d31d8"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/requests.csv",
+      "bytes": 1692,
+      "sha256": "9a9f4a195d303c2abad991d9e7043dc9e9f9324b1fd3632727bbb592d2e58890"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "b36a86126aa2b536d2538c566a96b7fe1d4d197d9a0c88ab2076277670226de6"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "4a0ab5564cd421e52accc442a87d870701325041e08b621843b500373654ff68"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/requests.csv",
+      "bytes": 1929,
+      "sha256": "fe76fe34b489f202ace3f288d36b9cb0510123356d934dfe3fad56261afb0304"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/summary.json",
+      "bytes": 6475,
+      "sha256": "1f67dd4e767613135ac5254a55b95e376c98851b8af436bf2aa234d8ed8d9001"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d0a6c5f055be5d88043c1a5a95e4d3ba961e0b803523a16da33a657ba152f74e"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/requests.csv",
+      "bytes": 1905,
+      "sha256": "804dbcb613ebc886f2177087b11fd8ee7ac44e4c6b77d89e8be2995a4861b884"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "672dd16cf4ac4c31a310753a323b29e9fa62d6bc486ae95fc1b72f04deb561f6"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "45858115a45d92ae825d4a8fd8af8764148f5549fa56900729ebfbfa7ed46114"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/requests.csv",
+      "bytes": 1741,
+      "sha256": "4dc30e807497ccc9d98f2a737db5caf8d76327c47a28d499207f8720e00e23ed"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "9d40a8aaf0b5fff5e320347f6f6b37af711d08382aa775cf7cbe1835f5ada011"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c836a46c93bac2d4958c53296805e71556fa4213744fc05c83f3eb008a769f71"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/requests.csv",
+      "bytes": 1523,
+      "sha256": "43db42d919f490124884dc17080be48090460c5513752dc01764454b61f6f58b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "4bee631bec9dff28fe0d20c7189b32f2819a1cbc69e6962cc4ab8a70afa15d86"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/requests.csv",
+      "bytes": 1561,
+      "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "2331588fea7a1c058aa382cd27d473da33768917e7f8616adf1608cc468303e6"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8c4375a45ca48bcd780a0dc392142fbff186de610fcc29f5c6ca0379780811c0"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/requests.csv",
+      "bytes": 1561,
+      "sha256": "6855821c52d757cc38742442adc447061f09499f2dc7d0151325f63f77cebf76"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/summary.json",
+      "bytes": 6477,
+      "sha256": "d4fecdec157de98362f6cfdc1542e5f1afe2e1e6d174ee850bb0e18a41e5bf52"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "901417f90428b7f30bbbc67d1f2ea5a16285962afd51c95960008de18bc8283a"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/requests.csv",
+      "bytes": 1603,
+      "sha256": "de70ad4c547468a84fb62d8cd3a54774e2effa95ed7ff672bc07f7bc8da9ce4b"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "b69250f93615831c1af2615d579bdb6e8cfb594d5f41ebcad41ba6a4bed0bcd7"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "0c3ca0056afbb8332225a86b951c1bcb3f06b528aa78f3b3f66ae1a570ac2437"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/requests.csv",
+      "bytes": 1897,
+      "sha256": "bc3b74bc1b5ee69d259972945add4734c0c2a7e09a569ddee702e1570091f601"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "0f7048f69430263b34096a30d4a076408b549d7f0aca12e69db26871ab336818"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "41dfe600123e8ee384baca7b5de65287a898e571cad23425274e7f49f9a5f1dd"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/requests.csv",
+      "bytes": 1658,
+      "sha256": "11311ca115c21ae70adf5c8df2ef44a1b09cc218975f05638066e5172a264fdb"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/summary.json",
+      "bytes": 6478,
+      "sha256": "1f32f9fa79314728a179d35207ef26f5639d79d02569c950dee078126b72269f"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "13a4b41cb22bbf12a00f32e537fc0e590bbfe401d3915131ddb75297e7ea6b60"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/requests.csv",
+      "bytes": 1441,
+      "sha256": "f76848de57a3ff352f4c9088046376f46443cb6b49a14e68174750cd76e800e1"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "aa7d6048030d87dba32031949d0d986dd698a5b57d1e4ceda025ed64c272eda4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "7c65ee7ec41142271137e2985366f1de38915abf29f80fc39261d8c4e440e71d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "489a66472a77910979a2cd9e60237f1202ad9e53f9364afb377d7ade90a14c9f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/summary.json",
+      "bytes": 6482,
+      "sha256": "e82aabfb6110ceda381bb8af3ddb5b5d1a1f9fb33c29a901b3d9d8ae083c17ba"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "5a23aabb886f2dac99161fc84053db73821e6288b53c7e1f7d026e3623297e18"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/requests.csv",
+      "bytes": 1736,
+      "sha256": "2caad2a6a1ee7c8da11874054abe86b63c103bf8e02a85f830d31999bad06558"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "b4e6b45b021137f0a463f7bfcf96c34016fcd3b38fbc49477814717545825809"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "26252415ac77a5ef1a7466f281e4977986a42f3f5e3fcc30af10c6dbf3a62f2b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/requests.csv",
+      "bytes": 2046,
+      "sha256": "028e2f8875b25dad33aa9fc76716d168b2cb2177d5307fe266a3f3ea63c58980"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "bccaeb318afa8290956e79c2dd4ac807f6155009673eef3beb1283ef755e8896"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "1f0c1cd9c8a03aae9366bfa32e92b5f946fa09931b3d0c04221f4e8747684f5c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/requests.csv",
+      "bytes": 1787,
+      "sha256": "61ec4ed9cebedebdb63a9de61ffd4357f7abe1944c5b7fde44fdfd0f644eec8a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "2f39cf6567406375a2564061add13728551a21302bb17c0fe670a4aa4bf03054"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1169,
+      "sha256": "3a815961e8bdafd47aa0c4dd7733a672cbe60c5a4dc4c33def8834fd19f4b0d8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/requests.csv",
+      "bytes": 1357,
+      "sha256": "a99455f3b0c1c2643567b9e39e680b9abf39d3be2cfa2b618ad3369d09b217d0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/summary.json",
+      "bytes": 6471,
+      "sha256": "e00b58fdbf0134a90a587f49725a62ad3c4c277bbfd33f2a296a8dbceb9b328a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/requests.csv",
+      "bytes": 1691,
+      "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "cd6c6784127cb9d3823db20dc474ae10214b536c8b7e3a0c62ca68a32f7beab2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "5beda743ce73a2ebd7b5f4c3733e00130b556670ef1f2726c02578b8631f7dc1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/requests.csv",
+      "bytes": 1691,
+      "sha256": "1824ebd817dceb4afb92debbb83f5f08408f8184320f3935ce804ee252a1f191"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "99be45456a640c2ddebd2dbef27e26943a5d591eadd8db3e3faf11e3290c426b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "f96597e114b0bf5c31022ffc7f58d38cf4f757526911ad45b0a67a79f0c5e568"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/requests.csv",
+      "bytes": 1860,
+      "sha256": "68fdaa0ea5c8cac7d842884631d011fd8f61d0d23e2e2e760be3bce89bb49714"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "fe3eaeed175d31070569ed637885ef0f05dc7dcab209224e7f6291c61688de1c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "55711aa64eee4abb29c4911c2b317f3af325841bbc7af4c16ee9e9e8f6ab8642"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/requests.csv",
+      "bytes": 1744,
+      "sha256": "fab9a56746fddee7f37c4dc01d9b877f8edc80478128e832f87440552c5e7c80"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "bdcee9277089221916de39e5ba78d7e2983b6d70523d1f7903b888b5c8866b51"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "9e0997c5b832a85dd364975e456b9a3417c7668e3043d6ccdd8e22fc1124e2b4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/requests.csv",
+      "bytes": 1630,
+      "sha256": "fc97d93e59372c3b4811e844bcf104327389aa00f37e76497e762b083601af9c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "f07f0a7cddab82459b55998aca6301515732db2a23ca501b4eabb70761d93b42"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "61f15fa7ddfd11e200a4098b91b65085d0b9b29420ce6908ed1c43bfbc5ced9a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/requests.csv",
+      "bytes": 1664,
+      "sha256": "69c329bfa7a764a7581616c7d702a41088d5605ed7b7e8b4580473a91046a439"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "fced9f6f0db1bbefb0091ee8026b9f52a847812527983084142dc72e8f8e6474"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/requests.csv",
+      "bytes": 1604,
+      "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "b165371742955183debb29b53c8b6b8423fb80986369eca6e3f266484246695f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/requests.csv",
+      "bytes": 1604,
+      "sha256": "81e20c0aa7dcecab54069043186bc6394a11d58aedee7cd8e9ff3fb500c7dc05"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/summary.json",
+      "bytes": 6480,
+      "sha256": "d44c008b99764b1954ae4c2122114fc6a295d41dc7803ba431787d617109d992"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "b0bad2dd45557ca43ac1dea81480985a233f89b016dc8822bbe8bd9c035705f6"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/requests.csv",
+      "bytes": 1787,
+      "sha256": "1f08f8aaf4386472ff20f1c172bacdd78e51514b27909c2bdb715b02412773fe"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "f18d79852eb689d3d65457b3f2ed45960ee6648e0fc33f462af5e25b0722a8d2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/requests.csv",
+      "bytes": 1703,
+      "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/summary.json",
+      "bytes": 6485,
+      "sha256": "444c6bfd024cb6db9e132d2e26a405809ff3e0d1bf49073d5b084c1bb8afe175"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "005078ae591da3a27de14b987d84e72dbc3e039e6dc1e224d36d1990f49836dc"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/requests.csv",
+      "bytes": 1888,
+      "sha256": "1cabb35c203e8d6c59d6f3367cb0d5da4fd96ae08614d0616778ff1278a87295"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "b3c3b99ba418eb8eca24ea51b2c387044ebad6780604100c5f3737fdca160917"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/requests.csv",
+      "bytes": 1662,
+      "sha256": "286008042017b998bf7b85f5f2b292c9f2bc9f5f734abcfc21f699ca9442239a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "a68539f38062c2ea65b488030e6b901d5ab6b96be1dd738ffc94c392b1d3b8e3"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/requests.csv",
+      "bytes": 1875,
+      "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "8d3e7de802eb18c062e31a9ae17017e644c6686c75bcb55af024c3b0a35105f6"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "d9a4e1608fd34120792af61f19827803aa5cf55bce9dfae92ad6ad0c74f0f0a2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/requests.csv",
+      "bytes": 1875,
+      "sha256": "e07825bb0994347a5a576f921ac09d8f6fe7a40e0df22f13e2231843d300876e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/summary.json",
+      "bytes": 6484,
+      "sha256": "f997d2f9204cf089c2c0fc3459bed7df05a1f7936380cc1df0bb726e6adbd52e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "de66c30d9af273adab8d330770c3d910dd01890216f4062997d89fb1951e7c01"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/requests.csv",
+      "bytes": 1960,
+      "sha256": "e722945fc5ea3c192ceded2a0876cd6c86aae3397faf22f87e828983762481ee"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "a3c0fbc32488b1dad5531898ac3f29fe43c76576d281d814f064e66b27a24a5c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "4c936024c4021017bc249bca6c8bef60f4e6971b217ac4737b49d35e5fa73f56"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/requests.csv",
+      "bytes": 1864,
+      "sha256": "5ac7e9a327dd87f3ce90883db5dda59195dd03b1e0973946b2f31942121f5eef"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "b5b9bee34cec4b1d93246ada0457f6435aac06129e10bf1d3a289826d79239e0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "52c9fca6d4c19a99417ecaa7f6f755a908a278996d7459914171544f03a315ef"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/requests.csv",
+      "bytes": 1944,
+      "sha256": "5098ff10b08ed4dfaa1ec299dac517e24bf0bc0aac858b3e03a1bb1e40ae7661"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "12923e5c0ffceb0a4bdb2de470d0e9e69960cfe63924d4bd23add54a49981688"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "987045bddeee0f2dc2ac1d23cb7e8b327a33fe6933cdb41368436bebdf866e1b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/requests.csv",
+      "bytes": 1592,
+      "sha256": "38a12548fa919cac9082095464da538acc5119917653aa84251cb9f2df8e839a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "601ccf3455e79e2eaab2bdd875b2f33af030d390eb34b45759a00c2bb289597f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/requests.csv",
+      "bytes": 1584,
+      "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "6933930a4a080878a16d206175066691b3876ec9faf81a0c92e1cfd89051e6db"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "765ac728a1d5cb17b8741f682661e07278511b5dd6e45de6d5512e2974e8797f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/requests.csv",
+      "bytes": 1584,
+      "sha256": "147f4cfd63296332cac4c8eaa651536b75b378519ff18bdea4c7209b77a9f113"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "3953c1d883040c6d74d577a109a3123595dbc57a0493cff0796073916a23f777"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "11eff6f5f3f99a77b9350d820e6d24ddfb45132c1bb78d454e5ba200a5826920"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/requests.csv",
+      "bytes": 1839,
+      "sha256": "e02290587fb487035148fcd9546b281fd293d69b7c351f678c1721cd141e3924"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "88817c3670033630feff8032d143b6bebe27936628d82129d91101e532f99203"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "af4f40fc50cfad3dfbe67719abfd5314818611c4e19a665c8e1d41559731366c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/requests.csv",
+      "bytes": 1868,
+      "sha256": "42bc96be1d9a837fced50b2b4c6e8955465a305f47886afc92597d32ead80524"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/summary.json",
+      "bytes": 6485,
+      "sha256": "3d9b5bd744d875674e978974dc5c8b7434456fb80e3a24310c78aa725c8b4cc8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "c2e767b6a3eb53a0dfb44895c0f0b4588912945b754cc9d6090a0c7f69e3615f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "c779c13c25071e7157a37b5caf7d609d7f515a96944a6dd8a41c389d45f0bea7"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "6aa06479c21ce22b029c107545bc950e9776cc95d887d10cd4427c89b8f1a3fc"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "ff77467f4d4aa359f106b2a3c99d0e17563a0b346e991787fa630c3399d270fc"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/requests.csv",
+      "bytes": 1629,
+      "sha256": "60cdfaa04b8465b14be1741adc4aec873d7cca09d6836c12f88da196c51f4e35"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "b8715cf8b0dc17231cbafd2930896b84013891721893ea900216fa53ffb86b21"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/requests.csv",
+      "bytes": 1547,
+      "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "f70d00ab393be216505be85e65ae4dbdf98ce254c5a3df0ce36d3fca27745258"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1177,
+      "sha256": "e940c3619e9c2fd8a5f67f4c42b30eaca9b999a807053ffdeaafb603083e72ab"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/requests.csv",
+      "bytes": 1547,
+      "sha256": "2aaf2f9a67a4a1e12ba857c6ab0197454fdd406baf90f518602fede70cf1d164"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "076c126855b3819d25bed1a2c17be0ad98807cd076fefd06eb358d8321d4bb88"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "af6d748b756804c022f91431f1d67cb833d662592071e4e82130b042b4f596ff"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/requests.csv",
+      "bytes": 1637,
+      "sha256": "16ce81af99d07bbc326918cb4ca0a270c9671ebbd7881a38564b69550960f25b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "73a92d4387142aeda59b8ca9f86c92fce3795a5e7249636f4b445f71b447aa80"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "1181c568fe3be6f19800982e69a42b4e19b11c4c96b9ed3efacd51f838ceaac4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/requests.csv",
+      "bytes": 1773,
+      "sha256": "af02eba9253ff1f65dad4fb23e79ad7d65097cba7d2766c33c8b8ac7ca1125f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/summary.json",
+      "bytes": 6484,
+      "sha256": "541cc5e9c9a67d1f53bdcfad3b2f86f4cb68fe4d5cfa1dd87fe029bac5c3e19c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1175,
+      "sha256": "b46571ac92a591346c357d27e5e318d016d68a880e535d92228f72866adee07d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/requests.csv",
+      "bytes": 1778,
+      "sha256": "46d7dcaf10f7459b3809f381cec7551b30d7314a6f1f2a6f6550faef1c0abe2b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "ff2abdc097c517e133ae994f11241f8f263ba99247da566f9a883819ada2588d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "74b7c7c330d4141a60cdcf60de7102611ff5be92f71d520656a8ca2850af7b65"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/requests.csv",
+      "bytes": 1565,
+      "sha256": "a01a93101e62e3b59cdc54224e378891118877a4f1bb5aec10a95dde27a0a2e0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "109169f4276d5d4c4323ca6df12d93bed235382445a27667cec34d891772ec84"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "9d65ce466a76c4adb46dac9ebeb15b6a72f829427f0cb1a4b4946b4016346266"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "850600c0560f98c1f2de35bae506c5619205375e6616137a7e8ff978000b0c3a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "fc714c6af32f330c3c04bb066f0ee97c72c9e61292c3816067736c7f79a69cc0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "a954d33fb86e23479ee3ca5d2b7e8379ba856a98c855619788db1f09fe0b8c2d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/requests.csv",
+      "bytes": 1783,
+      "sha256": "fd8e19cbcfbd304760b4a3c8e1d38969c5d0215126e2d50c3cfe82108fc9ecc6"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "bc2ae6c0451f3e269f9381f1d5b4a3d815936eaa2b44390a51479e2aaa8d9353"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "a76bc5b813833777140d0b73e278021cff089a7c506935c01be87cf4c5a740e6"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/requests.csv",
+      "bytes": 2126,
+      "sha256": "9389e158eea9e2a05b03c9313f11027f4649593c9d503695b4cc826324e6860e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "717903fcda6c7b925cc3806660e3f46088af05901193fec5b4e6b7d6d939c159"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "bf173d72394057865cba683202ee007a5f2f3b6a175b0ac203aaceb4e43b97a2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/requests.csv",
+      "bytes": 1837,
+      "sha256": "fb7d43cc6078eb4e66e60ecf3f7be4ca6e149917d592fbba47294f38bb6e4b4e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "90b0f3358cecece0884b9b7e6de6fbf86e63e8d8694237444c93514d622f764e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "ab2da5a9fd8db1b42b00ed028843070daf795218fec58147a0c12e942706d6e8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/requests.csv",
+      "bytes": 1468,
+      "sha256": "2da0f96ec9f5f790aa6320176e56ad18343bad284825ccbc3775a8c315962c14"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "a2be52fca3ba81afb5b7f1e9f94714de17da68bb4889e786ec42c17ac34fb6c0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/requests.csv",
+      "bytes": 1941,
+      "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "ef6a3b5d6a137a0a4028a7a770ffc73442b99365da4f0829969f66c00d21c9c6"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "bee841def26f6b9b74a39f77453849a8394c6e49c2f1875d35679854fa120784"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/requests.csv",
+      "bytes": 1941,
+      "sha256": "75a2ef03dca5f8881ba765466203f0e4bfbc2d1cbdde284afd32495df09265b1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/summary.json",
+      "bytes": 6482,
+      "sha256": "6792e4f45d56e55ed02a2d91595e7b0874c60ccdfda4ca438124442ca24597d8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "1d1eaa3e459a49aeda2049fde411e4d6f88bf04a468c9da98868b1c67630e21d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/requests.csv",
+      "bytes": 2252,
+      "sha256": "99fcebf16e6e43f4ffef6887efcf842616f2bdb1d8838c45e60b66ee8338658c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "4f0efbc267fc7eb1f78dd61cc4ad273d00260f4fd2249f69f7193bbc36ac812e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "b1cd95693c764a5af09356f1fc034b8ee56759604d408da6068fe6edf268edd4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/requests.csv",
+      "bytes": 2109,
+      "sha256": "2ee80b86f104b6b43be28b1a778267d1ec343c2d8f0364793f6f220028f64a94"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "360587bb6d8af98185171cc5e821663ebcdf58fb355dcbafa2f5ac91b17e69fd"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1175,
+      "sha256": "d8359808595049ef1f637538d124ad4ef584487447893fd0bc711513b161c08a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/requests.csv",
+      "bytes": 2027,
+      "sha256": "486e5b0f0c3d1b9e3ba1e10c9b42e3a82dc712305ad47249399ec87e677aea2d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/summary.json",
+      "bytes": 6476,
+      "sha256": "c2e8884219e34984254eb74853e5d59b8414f76518b09f9afd9201ae5c13b828"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "4bb2a6f69e420c85f0245a6885941fd58d55de5647648ecbbf232d954115b3e5"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/requests.csv",
+      "bytes": 1976,
+      "sha256": "e19df5bb4ebe77e445e8e4a0910d2bbfaee9f631d84c04bf01327cf5739f6f84"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "d8f86aec2950b900b32b914bdaeb6d31dea3f9c5c1c109d8d18bd06b63cf2c76"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/requests.csv",
+      "bytes": 1620,
+      "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "20794246e1ada0ee1047dc0180e88df2f61980d82641be891e30a3e6d15dba41"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "301ab9c691b9292196344c5c73cf1d8f5fb061e4294c29de7128e985c274e903"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/requests.csv",
+      "bytes": 1620,
+      "sha256": "184f40fec177acf2fa037fd3470bc68fb84c54585804a40639e9165cc99e4e55"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "372732d41d0bb51785140441c6fb40e5aa2055d2d83143530be03e171c92a010"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "729dcf29169e5266c1d57e5aa9f0263dde88b606a19b2dad192dee1e152be1d4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/requests.csv",
+      "bytes": 1822,
+      "sha256": "54ead5259acbffa56920153c651327a3cbff3ad19794f02631aa48621505c149"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "c2f0d07e4de433aae18e95d50267b94aaf793b194aec6ab81018783a5f6abdd4"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "8935a1a79ae43a5828b746a920ea21ad5744a057dd748810d5060203ee62b7d2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/requests.csv",
+      "bytes": 1703,
+      "sha256": "5745bd7b4e11d10d18fd20f089d5b99be23f74b79c620c39d08e052d2d73b6ec"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "d954f98170c81299d6c05c2c2703685ddfbfba53c476fa315cf817704a23ca01"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "ba2cf68868441aeb88c7471182f54cd24b57b4f35b7901b6dd0c7eeb2bc1837b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/requests.csv",
+      "bytes": 1904,
+      "sha256": "ca6b7da1fc73e9f89054eef85d805a277959c56a95e8392addd70f78ca42bb94"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "00392b18a5c4785c9e9acaa880aa4a87ad90083c1e68f3683119b0bf27690cf0"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "725a5afeda3033fee327d3052b16257aed600e6fd4f43a7995d85720d425d7a1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/requests.csv",
+      "bytes": 1692,
+      "sha256": "975da3a37d48b015ba908a990b0b471b570ed2e95bdb538b3544cb4255bfc9a5"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/summary.json",
+      "bytes": 6482,
+      "sha256": "252ec7b66a6b1fce15690e28a5bb8d6327de89c1cca8b40d5a2319d5c07b22b8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/requests.csv",
+      "bytes": 1598,
+      "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/summary.json",
+      "bytes": 6477,
+      "sha256": "2c63a41f03c44e5eb763f818d5be40ea7c62f541ee35cf10ff9f53301f693c83"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "640922419df96e2882028e4189784fd27b1e240d3784929ef79cc804042aff51"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/requests.csv",
+      "bytes": 1598,
+      "sha256": "7a67111e463beec3e2a806587a4645a9a76f8f628da7d95109bb5db6edf2d69d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/summary.json",
+      "bytes": 6481,
+      "sha256": "26de39f24d6a05acad648941f4be819e2a321a0041cead953f85edd2a3ea91f5"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1176,
+      "sha256": "cc5f4cb46cc9d8c1c494b17f1787b9b5b1dd5c96f739c3e1610dcf243355bba3"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/requests.csv",
+      "bytes": 1647,
+      "sha256": "5ab3b2b27370f6266c7bf2ae152bef1d1944bbd36bc4a82994314b1415f7ed17"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "708968e331e25d1641eeca63ba0cf255e4cd15df44e71e32dcdf32249591ee5e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "1c300e4d84667963ab7b64bf283f465bf93a12ae5885855bf3c034b702738090"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/requests.csv",
+      "bytes": 1651,
+      "sha256": "e9dbc3b29bfea6ab9af03fc0714b64c3e9f24225cfc90430a50b9c32fea3bc3c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "941653839ea359e40e5a39dd28c8176c4276b982af74c018bc1c4a6a2765f5af"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "c87f80c69d26ed9c784e268385f25a2c1b4698571adb6c602c9bfbed8bb6c621"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/requests.csv",
+      "bytes": 1640,
+      "sha256": "eaae91abe8bb1207e44e99a7cf2567147706f9d1ae78a176e91e38670a4bd277"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "5e23b883ea37d950874befb596697c791f0a194379ba28f8328951dd4d4da57e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "2cd831826642ddc1e7ed73f648c7d63ded83280336e6a7f455e0deebcb75eea2"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/requests.csv",
+      "bytes": 1380,
+      "sha256": "d4b65f14394682be4d494a8c9ab21c57069546ae6e0dfb38076c48670d2e1905"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "d1ee093596fa407fcadd8eed544f00ff9e588b5aa5d5fe08863aa35db85d558e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/requests.csv",
+      "bytes": 1055,
+      "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "0708210542d28e4bf3336d916a3ab104d1f932af63f32c3896b24f7ba8ec5327"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "114f70a4219e2a9862c82e18a903b7afa0ef108130094f0da576bbf4a6c0c804"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/requests.csv",
+      "bytes": 1055,
+      "sha256": "1e5e8549b3c4aadf3f904ea7b6d34fefbb501a651a8c9dd4049ee88d982088bf"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/summary.json",
+      "bytes": 6479,
+      "sha256": "5f285ccdfc29c6eae54c6cd766d690ba9fffd4da63f6960673c2a0cb6f94da7b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "30c703ea4345b1b652741e5e557764b938a28e2a9a5d186271d07c8fdfbe6147"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/requests.csv",
+      "bytes": 1436,
+      "sha256": "a025289f3948a50b29daf5a19e14f200e205cc6f89ffdcd8d7e6a3865430bd78"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4d703b4517d60a151980483c82c6724865aded416c26a4e726cf09b8ec3b025b"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "0a441c3361b26d528e8bd9ef7c81fbbfe0bc9a9c33fa98067e338c598c1261c1"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/requests.csv",
+      "bytes": 1541,
+      "sha256": "f5093cdbc6a68a85fd7035723a46260f68d1192de17dcc77bdfdc44e136ba077"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "a3ca320c6947934855b3d1965cbc671762df81e932d5d3406fe80eda819c001a"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1178,
+      "sha256": "5b72bd1ea2a568d561d92bd09d5817b729596d5de7af4f66d32824710e4776f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/requests.csv",
+      "bytes": 1454,
+      "sha256": "4fd58854778e2043f598f0bea6ce111c1a3b916c0743d149ce8e1641cc871521"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/summary.json",
+      "bytes": 6479,
+      "sha256": "570207ba6184c74764624e2b7a161f947c9a03e6e9214a304ba2073705fa1373"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "e255cb7598e5df6d86d9ce7888360c5db3c6b183bb484f885005953f5f81e2d8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/requests.csv",
+      "bytes": 1241,
+      "sha256": "53cd433dd88d080cd9546d64df2b4ceb39a909fc4ab4ef7669b11700e80758ec"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/summary.json",
+      "bytes": 6480,
+      "sha256": "4b6a185428fc1191251e39fae7bcd739cdc4d1ddb7d7d08c0802ba1cd25bc9c8"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/requests.csv",
+      "bytes": 2982,
+      "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "ac979c129b0a450543620bbace4764d75e807ba62c19ee4adfc743a71bdaf578"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6e460157d8728155fa0872af1875a55f80e9b5f3a8f5da9cb75326e586488a7f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/requests.csv",
+      "bytes": 2982,
+      "sha256": "aee9c78259019e8cdd53623d79ab10c4f6d5bb1302b9259d51a55d791b8af68c"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/summary.json",
+      "bytes": 6483,
+      "sha256": "9959dea09ff7984c41f50c057cc4a95a28c4e804a2f0df477b78190520118599"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "f3e9a7221e253cc925a1e64faf4e971d3d43a52b770f989453d880662b4b8e83"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/requests.csv",
+      "bytes": 2906,
+      "sha256": "c76a6dbd8933ff96171221770bd375b723468d03badf841f47923db547c975ab"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/summary.json",
+      "bytes": 6481,
+      "sha256": "247c25631661732b9651fda6c36a517de37f7edc95ee7d910c651d8523f8ba05"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "08380291ba9db1cc6ecbd8b66d425d80599c90116dd4b069f9d0e72680f8bf69"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/requests.csv",
+      "bytes": 3139,
+      "sha256": "78320b8aed2192f4e63b0084a2b75dc72944a4c04ee22e08e92a2bf241791826"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "5663b260d55a37992da71995669720892cdc3130fe20743f2129ba203734d24f"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-timing-audit.json",
+      "bytes": 1179,
+      "sha256": "6304352c0c3ecf327a7158fb7f5a9ef174c264cee7309e5b2f3a2502660d3812"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/requests.csv",
+      "bytes": 2690,
+      "sha256": "21dfda52982d29ead787169dda0d41b859ef517e5c03acc7db0206f7c163591e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "b83c9223425db7823990c54effe38a88d4d12cec7f5e9438e425f2b3414df57e"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-component.json",
+      "bytes": 1684,
+      "sha256": "f94b360033b4cb643c9774e7fa31c95a65c5571ca62b73072ee29b3af80121f9"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-timing-audit.json",
+      "bytes": 1180,
+      "sha256": "485ec8dc09566c6d1ff519316c9bd77ffb4a182bdecfc8734c69c806ce898299"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/requests.csv",
+      "bytes": 2504,
+      "sha256": "2fa1d78f9eef1860b09eba562b8dc13f5b1324dde2aa6e5f7b63aa2156f35dba"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/runtime-bridge.json",
+      "bytes": 444,
+      "sha256": "4aaff67eadd1cc9d45a0bbd3cdbbe54e364b5e1634122d45b92a8d0b4923c64d"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/source-audit.json",
+      "bytes": 859,
+      "sha256": "d644f0265632f117bba0e045d26fb266765b1d005a89426b6242f3de034be935"
+    },
+    {
+      "path": "evidence/gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/summary.json",
+      "bytes": 6483,
+      "sha256": "1a1148a99b05099a42b458cb8010a991ecdc3bd1c24b8e51c9c22e562bcca220"
+    },
+    {
+      "path": "evidence/gpu-reference/extension.json",
+      "bytes": 449,
+      "sha256": "20eb140a998310501ab69e4fe69b856a5e7664a5500188924ccba73badc65811"
+    },
+    {
+      "path": "evidence/logs/component-controls-cal-matched_energy-00-s51101-r0.log",
+      "bytes": 135,
+      "sha256": "ad53b9c29d272158e7b837acc73c5703256a184dd8832b2aa09295e070a7b38c"
+    },
+    {
+      "path": "evidence/logs/component-controls-cal-physiological-00-s51101-r0.log",
+      "bytes": 134,
+      "sha256": "0abe5b6106f0ae0f557689b38ec7b7e7589df324b187343b352b5c5be1aabec6"
+    },
+    {
+      "path": "evidence/logs/component-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 151,
+      "sha256": "0699cb3154f56093039a013bbf2438bf2fe47a6a38f3f4a8977d6a4e0737d728"
+    },
+    {
+      "path": "evidence/logs/component-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 150,
+      "sha256": "90b028015a08ab1b793689bd6e25a59601befef4f1e1adee574412723fb8eb70"
+    },
+    {
+      "path": "evidence/logs/component-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 159,
+      "sha256": "0517057b506ca50ac01155e2f2239c848aab0b31df08248e8578dcd021d637b8"
+    },
+    {
+      "path": "evidence/logs/component-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 158,
+      "sha256": "32771e56c47b4d81cf61b250fc9d5c252e88539fe2e0057eb1af677caf57ff1f"
+    },
+    {
+      "path": "evidence/logs/gpu-controls-cal-matched_energy-00-s51101-r0.log",
+      "bytes": 129,
+      "sha256": "b942fb3ea73460aaa792aa773d4b8af061650c57854000b3bd18cf670be579a7"
+    },
+    {
+      "path": "evidence/logs/gpu-controls-cal-physiological-00-s51101-r0.log",
+      "bytes": 128,
+      "sha256": "dbe46cb3756d03af2afeafaf466a6104620d9ec289495d4acc0714dda7252cdf"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "b134113da709f243f8c57609abb41225b6c5a750669e17796e66457a1850c557"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "fcf403ef466f72edc7593c94b92e4864c78dd0e3a8fa06186c9fe8895610b21e"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "acfd7e5367a7cb36d5fa85427af96291a64b9b0c51df985e1cd3b7b12fb1b38e"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "062319fe286c0001ef00cdbf8c01148b1db8974b40dbf1e415c4b13d8e2b776d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "7050ba395867af0650b159040ce13a82abf47b261529faf0c0ced54fe3a435f6"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-00-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "abc5185fd465288f8b80fd413ab883a430e00ef2f73a0a59ffb72670b700b269"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "a2fcbf8948ddcf57ae60c5715a8d0abfff8ab50ca77a16cd72317c82cef92661"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "5b8c31e7d23eaf949ce6ac5c722ada11fc246a249700787ec064e85b019da44f"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "9a8709bd0a0adb98a551ed471a7d5d708d50274874ce12a37891ba3ed17a4a0e"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "ac20e153cb4865be90850bc5f30163f558d438e224d4ff02b04613ef3f5ecfbc"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "6d50d190aa00dbf6c12070504644254591b0447e6b7ccc494e1cc1c854790f9b"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-01-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "6cd40af3c47eac6a74e2a977be9298f7b9d1a28c31eaaa6aa0b61292185f56d8"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "f8f63acaac230f2543ffdb6bdb9b2c85317ac1c77ab11deadc3415f9cfb1be77"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "e03549aa2175c5a28dd7f7504c5f5c34f534a47023fb0c052f0470b4d565307d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "b47eb4edee6001289d2b2969f4131c52e23527f8a00d4241e63e5ec51453641d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "d3fc66bccf61506062c036bb2722f951f705f9202c7fec0d1b682bad82033b8d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "4649d59832c5257767c0aea511430b48c86cc77eede90254c4b4300ab8b02322"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-02-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "3601c2853081cb872b9d065a7fee910a87340fda0e18e9b234bf16b0c90302e8"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "34322bb2d95094f03ff3a099dfe9e4dc2d8aedcc07ab970a57bfb5efb5110390"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "144aa1098696879fdbebc5a25d6d5ef9a17e0fced6296ff03750064b16c9b6e3"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "8947a6b8462e791c2399f70987f6582d92e052657d0835309d05a947c27b6589"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "2621cf168c01f39a0a47384f072f0575222240acacffb86268eec81f013899ee"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "603e8afe99bf60b238d7d186bd484f9e116f2b7dc066970023611f5c448af8fc"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-03-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "e3b62183fe05d542353aa6cb3d01ac2231797b7e620f795ef2676fcec5059d11"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "4e71d272a639ade2e5b1adb59a718b63c665cff8c866c2a31009e776346b72d2"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "71ada6740b353505ed73c4141db8ce12cce497dbf6ea54a816d306d3d5806a6b"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "f0ed80acaad9c400c55a3d428c09cdd4f6e1303194c1bd846efed889f61bbd53"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "60e3ad560f82e0b7c19ad1f69cbfe32c0268da92719becc70ed3b421b56a2fd4"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "1432fef4821b882818fe7bd358fafb9f5e2d94ee1fc4e78979b38a8b3cf413a8"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-04-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "079ae755599530d7b44152f4f5f0de5da67149a4ee26f6ca5dd7a349b97cf687"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r0.log",
+      "bytes": 145,
+      "sha256": "121a1c1c37f9c55fc511aeb2fb1aeb8824081ed52f6a1bdb61c88f9f5d5e5f87"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741825-r1.log",
+      "bytes": 145,
+      "sha256": "e7e25b32a326ad42aa2d3b4d99d5798d018e3acbb2e1463ab96ee055fd3157f9"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741826-r0.log",
+      "bytes": 145,
+      "sha256": "61a77f3f5afca95596c46fd6799a6aa875dd1ee460add0156ad930f870d92488"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741827-r0.log",
+      "bytes": 145,
+      "sha256": "f3a6a127518b00cd5adc904059c02c62c7392aec58baa20a7f5619284d16ed42"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741828-r0.log",
+      "bytes": 145,
+      "sha256": "f06783763383b4adb0df7e774d7c637fc14cb33ccfd0598c1cab89a1dbee74e1"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-matched_energy-05-s1073741829-r0.log",
+      "bytes": 145,
+      "sha256": "ae0e6458960c451d86e6a1c1e458412be4f5aa676cb0de77b258013bc33dc720"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "5a7b6e68d68dc78cdbd2e5ca4b9052e66c065582e2cb89b4346b75768b1af026"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "963a0fc4bce7e6cbedb73b29c4acf06b952c685f97397051be8c708701a22f2d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "9123bdfaa807506791623390c7f716e15d3f9344fc227b6634a10ece7ade3d67"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "ae5e88e361f6fff3155f2c86160b8b548cf6da954ccfc8d91361986611b169fd"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "a2f5ce2e80dff8ebbd068beafcd1c07e6ed5b75eb5e6d3b0a0f210587675122c"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-00-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "41cf764ffbe91b10f311ce44916a793ca87808deaf0fed11bc0cf5b0021594ff"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "d120e34e3155759349b4b6d4d21b4db746eea6a3525cee7e603ddf8c1f7c07d0"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "d7aff71f4828f62b34b7a1848ee7263dcd726073df3d8e5e5f699f7f2e9b3e87"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "4ede21588ad43f133df09e576ab8133dcb5c921c2929001e37f34f6026e8e20a"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "272f24eacc8deda45d023304bf40e3d74043b0f81ebc751ec70f0c77ee74948f"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "cf9517247631ddbf438e6beff3401cd71b6bf371722e472b790cefbdc8f996a5"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-01-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "ac3b26a2fefb692e7207d10f910d637dfa839d02029b54a3e8f90cc81e2f8e2c"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "3a33785dbd1511dd4dea25a890fa49687148cd8250c8ca459695db21efd37696"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "5f75220a5a0155480d42b874cce8fa5bfaf4593bad9a73ffc5ff724149091b35"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "bfcc873a383f9e65710f3d10a963bf6a3d354d889435ab2c9a30405d33544968"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "d1a8c0dae92fbde6dc7263d8bd39149dbb7f22ca4f3a407595bdf1676fa297cc"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "744dc23802efa75e1c6072b87a92c2ffb217336f982e960d264b24162f7b638a"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-02-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "2791ef98d36c46f3f8800d8d1a45df62f68696a88ceef5d1f6bc1ba33bd77278"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "082addb6e6d8c6e49d5371ca87f89c18fc1de17fea75cf4b92470bba76ff5197"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "e17f39ded9b22feaf2451c64be1099640f6f306fbf48dee5e53bd1439e374e13"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "2f66b712ae60d2a7acdada1939256a2cb87f3a65617167e351bcca2155c943bd"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "5c198670c208e5cf9d58ed4c067e582634a7751c490861419f95f99a3b1373de"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "fe4d67ea6e72d1af3d96452fe6a44ebac9a1114eeec045d3bf864a1814e86358"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-03-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "932792ba6504fad9760a2e0b5fc7084f77e14f38a4fa83bfcf2bd704195a4cff"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "4f53db2a70bd576cd65bcc63237b4b03ed00133c920a52a19e07593657241d5d"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "c280fb588a3239c9cd7bc9568b9b6d1ca4408e226f0956eec6010d4e6d3e8be8"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "c79950b1cbaf2ed6314c0cf8b91b8535cdc95327c6c5bdf743f7e03c7c73e634"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "f43c661062dda7b4475c5fe720378f85160bafca0cf9601c4b38dbf3110cd905"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "d367cbdeaf70a2d8d8ea94244481fb5613b0a5b43cd277d56994e15e692a397f"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-04-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "2a5db0538ca303f6f65662a89423ea12494ac7bc224f4c8eb000ccbd49beed77"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r0.log",
+      "bytes": 144,
+      "sha256": "c1273e30315ffa537229f6994facc2ef9837f20ae480795d5ea2767114cb3ecc"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741825-r1.log",
+      "bytes": 144,
+      "sha256": "cb7f0f250eb1a1eeeefee17fa9ee341aec0d5b935243284c00d4e72bb2e762ee"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741826-r0.log",
+      "bytes": 144,
+      "sha256": "ecc6ca8f10cb4e41bb790c5e1e0ad2fcecd31db4f7ce4476a3e1c9a41a954e55"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741827-r0.log",
+      "bytes": 144,
+      "sha256": "5c6b4a41bfeab269803bcb066b9bfa4a70a7aadbb767b11c1330007b6e2a2520"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741828-r0.log",
+      "bytes": 144,
+      "sha256": "e6c1d297b1a53b2beb9850ac696eef26e4bbffd4c9dd7ef576f64bb6e3109a43"
+    },
+    {
+      "path": "evidence/logs/gpu-novel_to_aj-novel_to_aj-physiological-05-s1073741829-r0.log",
+      "bytes": 144,
+      "sha256": "d41d768b67d33f148d9237bd0ed992d5b40460b1964e6d739184929a275004dc"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "1861ed032063e41fa262a5bb8be7e96ebc556a93e7baf206befe71473afc65e7"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "404806ac2ef9654956fc044d5d9bbb1173171b8a73a7e024f0844d4075811f68"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "7eb396556c1606a32d1b23ccb69d5e05ed922ae222517c15054a78f778175f51"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "700af3826b842768931e45b718bfc19e46e15a164d86a375a624488ea32b2e66"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "195d6ce91a40d6bdab5ccf7c9a5f1451f5a6e729878044008f3574efc522409a"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-00-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "62e80523a1625bb2dccf61ba71fc1bf450066d3c9fb242cf66d64a432a2bd6f4"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "b3de1664fd9e3805e26cf84458de061e0f67d36c2358e8203d31e83274f39a61"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "4ce5296ecf6cfb8e440b26faf5e18d6555b86c0dca464d0efecf910a91debe56"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "e968a782cd4d9c637451558a0a89c515c838c47c1fc37b6196733d870706e261"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "4400577153dc98906b0397021830d48840b7899fdee4943fc4d24dca336ea960"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "55d0c0d88dd7efd554d67e2e342bd1837b272634d5e92722ceadca6582550097"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-01-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "c942b8e2b388a16a88a3664ca87cd5c20c28433d293156a9706d62fd8262b67a"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "5df9244d99763e9bb2091e02bf884706845aec302d3417c6c5f3fbeaf17e1cf8"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "f59e06a1e33b1beff324579dddc1174e412318be93d71b1ef586e782f72ecfc3"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "e7404ff1592e41e88db000ae03056cde5f69d968eebf529735071bd57cf1452d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "873b17ab5ede8630b29ece30d296fa6372564747d09eed12aec60e96073c4136"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "ba3dea8d6f87d134eb75685cd5a26b3918f70109578320efcdd05ad75b49d188"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-02-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "34aae7e2e228e51290d05d1a555abf0fcf0085fc0485ca412c7d65f5d84d73b1"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "6f67e8df221a0a96334e32a64eafa07e904c5eec3437d83984c5a5a12389b770"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "28b8e7fc8debc898fcc5bae6bee5e10aefa1a3d3166c0526572c87ec0359b015"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "7ce7d83f4a60005fb64a16b2c8d5b1e39df93dd34756e0e37b198cc9f72cd937"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "9f6f7144756c47f36cddee3a9f1078bc51d8a7b281b90f4d8e5f1c7910a28475"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "75b198b61ac076c38da16a97e81af4640e357c40e5e65afe9762a60c2a574c43"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-03-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "b81c6ff54668d2b4cee0b8dbc7b150348d55f7af91e5e386f56822eaabd2cdce"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "be2465dfab3868b95a81c10ac227d526b47e7b0d7fe6e0dc0a1efc816c479844"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "baa7e0668d5fda1ad3ba3fe8f9e1a2ade4be5f62f817c6bc080d20b3d0c9d0ae"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "20df165b3e66fc4d2f88aa5805ced3ba9fd4b00f5288d0be9671ca1ef586eae3"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "64369c629a3623969944556568a3b8f69110affb6afe2a6dd5788b3a842858c7"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "68ffc622e4c41f3a855f5bec5d0ab5e1c8353a79c527fd4670d705265bef6d2a"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-04-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "bfca411bedd8e83a769aafe257400e7bd387ba5861dd5d34678f333d66daac24"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r0.log",
+      "bytes": 153,
+      "sha256": "01242e37e6a13ddd767371443b4c37bbd95fdb476d0d09ec6329ce79f2a7351c"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741825-r1.log",
+      "bytes": 153,
+      "sha256": "2f5eb231ebd3088815d73fee11cd30693bbd07f0fa11b2464e3d0e7cb2cd8c4c"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741826-r0.log",
+      "bytes": 153,
+      "sha256": "563e6419c18e3b7eafa76d1b23640bf6f1cfcbd5de88376bd2fa7ea164e81a73"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741827-r0.log",
+      "bytes": 153,
+      "sha256": "d82d4b716b8779b26f1c72b126aad243f53ad949d7774ce775610e4ca491c5e0"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741828-r0.log",
+      "bytes": 153,
+      "sha256": "cad9033fe84b96e43ad520ed4fe6516727ad28d30967afb398ca3f21723f3016"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-matched_energy-05-s1073741829-r0.log",
+      "bytes": 153,
+      "sha256": "a70370125c4e5a6e7dc3e485d33c70bfc9060a1cd45359aae7a8a91c419d86d5"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "28812e9e2b2ddf176af7c06be89e9776107285674fd72a19394591003e8bc7ef"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "7824e32b1a3403c2faa964845ded4330ae5fa3e3ec6c145de7e64dfc62827ea3"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "955e38aec7331e2644e75cfd88a17ddab75f6e1ef211ff330570d39c995d276f"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "631d63e12dfd3bae2987e62408be4fa97fba314ab9c6a7546292dd9e569566d3"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "ea8dbaa254f4d696f4464cb4aecc6205caa6ab2c7d3d78107cbc56df114ee4a7"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-00-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "3bd114b68fc7dc84753548de592f29aacafd5cbf544d6900791ca78c0b4c8be3"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "16927a8c25669bd11ce6ee47d7af5e8b41414d2a6ac95199c7b7a55f1125666a"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "f0698ac7eaf7ad4e1868e4e94c4baa64aa27b55816686c222a23c97eaedcf615"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "fcc8fd2c09ed72eb934981ce8eaee4cf0e28b76d68674ee83acff03d961c3c6d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "a07c386f30fcd36fd51589e71a38368f00abd48322059449cc4d48f86449520e"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "cc24b04e0a8a2ff80f13ea9b811e4d32bf1e97c28e0bb8755ee19ef941f07323"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-01-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "61a96ad8bdf44d1f2a3bd6029bb7defdfb34e9ff1bd4d15968f6527b3e13f596"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "dfdc1d0eeb4b2d0848197c639a3993157fa3a65c2ee9916abff2088e8f284364"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "9978edb48800921bcf7ed6fdbf4bf21dfc8a399cb0ca98d2d9236a01e7396c46"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "c1b4cb66ddaa58676ab890777f078cd7e265677ca011324e216d5e539c3a6614"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "f34c898f76a2f49080da8c51f84742fdc1f00127d20edc38835d53a5c0e01577"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "a731c3a606bebe2230daf4b7cd09a61db3f97b2058d8378ee6e1e2d280275a7c"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-02-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "9b255188594b9135071b5aa24efa8b147a6ba99d7d8453c9ada099a72e93ec5d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "3d12d53201dd779f5c90967a04f8c0f8db7a26a08be94d88e679154ea79c8721"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "6701b0ae8d7d5a265ca764bf7d8649e4b21c9e5c0273b8fba34dfd284590236d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "d7063baf4a0fd2ff6a9124350bd85cb8b84d0bdbea7f0983d69de7b925684d79"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "9b502c492c90ef218888c1e10ca59421d2d03fae1f3a4213f2b5a91c8a980805"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "6010950d55f795524fe77e3e9901903326c6261b2ca610e1917b4c91c2082b4c"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-03-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "8bb5af25b07812cc25f057c9701d0feadacd84bc0b3d53ff057452a594422fbb"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "8521293a70118fd8897a11ecf3018ae55f312c9096990a1f22498e60085b152e"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "9f76cda32809f21cca13845a45b12ace76f2e2819aa2918f57d3a8e65310041e"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "81ab41b57b4a0ce1bd68bd6a9ff224400462938540cef6f43fb734237f56c398"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "eeb718dbd45c8616c4d5153356df37f715b1c03d4f9301fbedaa490d8721838d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "3a8b255b60643ede5f50fe37c2c5ea57ac15cc02c4d482d05961b19611e4696d"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-04-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "2f0e5d4d09fd3f3cde7477eebed65873676bbd3649060698593374f9adc30bcb"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r0.log",
+      "bytes": 152,
+      "sha256": "df8a954d41f18451a54a9e2621a3236b66c63b18bd16b471050c0c9fc0b35c74"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741825-r1.log",
+      "bytes": 152,
+      "sha256": "22b857f01d8aa1bde039ccf6f00ce5487abfc4b644a25f66a498a755cd2ba86c"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741826-r0.log",
+      "bytes": 152,
+      "sha256": "a136bbc7f6a05c7fda847028af6fe3cda2c438ae06a59d33508510840165327e"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741827-r0.log",
+      "bytes": 152,
+      "sha256": "a324ad478043986bebd4a4e3e25674b77ffd89edd642c17c771e532464bc1603"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741828-r0.log",
+      "bytes": 152,
+      "sha256": "dec9b38a9f7ba898c2f0e4744e8a1ac7f7cf96824d5e97a25b1063b33c7a2800"
+    },
+    {
+      "path": "evidence/logs/gpu-seed_validation-seed_validation-physiological-05-s1073741829-r0.log",
+      "bytes": 152,
+      "sha256": "a86beb9b26c56f9f5943eb014b84bce2d06f370aa5e9e39ce405e08cfb0139d1"
+    },
+    {
+      "path": "evidence/logs/oracle-novel_to_aj-novel_to_aj-matched_energy-00-s1073741825-r0.log",
+      "bytes": 1364,
+      "sha256": "d773a699fe9db591b128ec4d026d5c50c983698a251f2e1c99eea1d6a655054a"
+    },
+    {
+      "path": "evidence/logs/oracle-novel_to_aj-novel_to_aj-physiological-00-s1073741825-r0.log",
+      "bytes": 1353,
+      "sha256": "a7d9a879f730ffdc1b7e0b5d3dc09eaccf0f6375e2d284ce18dde893031506ff"
+    },
+    {
+      "path": "evidence/logs/oracle-seed_validation-seed_validation-matched_energy-00-s1073741825-r0.log",
+      "bytes": 1412,
+      "sha256": "68eb5ff39918c795c4cfbd2e0bca760b4186d871d057b7fd69c35ab3c465ad74"
+    },
+    {
+      "path": "evidence/logs/oracle-seed_validation-seed_validation-physiological-00-s1073741825-r0.log",
+      "bytes": 1401,
+      "sha256": "5aee1700123bed846f5dc181720ddfd5c54aa67155270982763216029513880d"
+    },
+    {
+      "path": "evidence/manifest.json",
+      "bytes": 627218,
+      "sha256": "25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1415,
+      "sha256": "d5a6b9b87bb29eab8849aaf284de8a3383d169d7f76ad04d8ab9dfaf230fda89"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "b34114d7a04f81e8a4013d8150ddba7dae2b29e6ead64d78af8a598bf458dab4"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "8d0da00b85fbac49df9888b03a1e0bf23da99c8e6d916a1548aefc3a57a7eda9"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/input-audit.json",
+      "bytes": 4041,
+      "sha256": "9491589532b60bbb131459174f5d0addd20f63cf079b39895ad67012b386239e"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.csv",
+      "bytes": 1757,
+      "sha256": "605d2ce163b2a93cb18c009c90fc0a6fe0fb89007d030128bc130b9cfecb3968"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/summary.json",
+      "bytes": 2173,
+      "sha256": "89186c151d565cfbe568f0083658b7a5bfed65ca7468ecac7d8cc2e0fc4b8e9d"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "251dd25f317e022dfd8ba8709e0c1b5c468401c3ed7beeedecde9f8cfe246a63"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "96df12a028d99daf697de3b04a40af8a9e2e37153da34460ba8de66644822eb6"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "d4f2419be9442bd79963254ff7e5bb77f16be9f83cc5df918dac9287b5fe259e"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/input-audit.json",
+      "bytes": 4035,
+      "sha256": "62ff6072a0db38c03f733afa57dc46a71358bb27bf02b877a87d754cca5b92bb"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.csv",
+      "bytes": 1883,
+      "sha256": "dee41900961ca56bfe5ac1d725783a4a1a99ae89dd364b2dcb99d93d25db9608"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "evidence/oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/summary.json",
+      "bytes": 2172,
+      "sha256": "dc80c2a5ad1f5cdae92e93f7124ebfb8a38af45324d3c00203dabeb44d3cf6b5"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "ef1061951869c394d606f79f2d362f67e75a06955e737f0a4b9a7cb7eedd6ce1"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "b8eaac9da077c9bee1edaa20911e16df26b7acf480d090ebcab5a4de841a5e88"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "5d8f88ee826ef06c625007e6d563e7f2be0ef95fa1fa61782f7ecf827a987b75"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/input-audit.json",
+      "bytes": 4055,
+      "sha256": "a9b6bb54fd3cc904d7e56c6ab2e49f607432966623c6ba47a3939e8d7e401920"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.csv",
+      "bytes": 1754,
+      "sha256": "b13c09a63c0825beb3caf362a3c31c8d75ba38d9e9adb7c393c1ce172dc497a4"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/summary.json",
+      "bytes": 2176,
+      "sha256": "ea1db106544f41d49e9a07449670f4227b4f93d3eeb8b2de2befa4b68d287ae1"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-mask-audit.json",
+      "bytes": 721,
+      "sha256": "d0f9e4bec276cba5df66468d4052c00944c6fd9022d2d09c400e3b582e4c90b7"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-timing-audit.json",
+      "bytes": 1416,
+      "sha256": "c94e1d8a3a3760cf1926f105c41487e7f6fa5a68b3a4170857328ae9519af78d"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker-handshake.json",
+      "bytes": 2104,
+      "sha256": "9850e95638c94a6855533152c91b1f50430cd2b68ca2b47381a0ec5d99d0e1f0"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-worker.stderr.log",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/coefficients.json",
+      "bytes": 2329,
+      "sha256": "bde79d95ef0097b827d5faf4d5658eafc009d8e9fcef1fddd645c953823e3f64"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/compiled-code.json",
+      "bytes": 9617,
+      "sha256": "87a4603d9b167cf867799d5984293ffb07cf37328f602ac1c2a0b65b0f252595"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/environment.json",
+      "bytes": 473,
+      "sha256": "16ec485d45d573738f9e62d74d7dc5a2cf130320472e2cedcca645dad2c5983c"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/generated-code.json",
+      "bytes": 9627,
+      "sha256": "6aea7fc4577e52397f592681799eaf352cb85f855fca66d6e31b7ff98b00b155"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/input-audit.json",
+      "bytes": 4053,
+      "sha256": "b6b911de48231528ec16cb87396b297d9b2beeec2fd54c2a4d6717704f706659"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/output-schema.json",
+      "bytes": 1797,
+      "sha256": "60bf775425916d659a166f9c40b6304546dd4c3792ce125bd6402e88631f0a3e"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/parameter-checks.json",
+      "bytes": 546,
+      "sha256": "bf226c4e685933037a384f1e0f3e8f32d5f8220cb7600a0897254033503edf72"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue-audit.json",
+      "bytes": 533,
+      "sha256": "338af77057d2c3611f4dcdcf4329ec7399d9375f9bfc67a0cafe3eca2a26a6b1"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/requests.csv",
+      "bytes": 1803,
+      "sha256": "4bcc9ef7fdc596ddac3be3b0d29f0aea2e086deeb803f3a90baba21b5490ef53"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/runtime-bridge.json",
+      "bytes": 450,
+      "sha256": "22888eeb650ebd0d35d7d1094ff3e46cac0456e3af43ecb3bce87ebd1b221cef"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/schedule.json",
+      "bytes": 1730,
+      "sha256": "5bc476855d1836c5ba55a713b680cd821003e2a2bca0355a1302e1b3a5ab7fef"
+    },
+    {
+      "path": "evidence/oracle/seed_validation/seed_validation-physiological-00-s1073741825/summary.json",
+      "bytes": 2175,
+      "sha256": "3050f437019a9e0c44bb5cee4984b8d7872e45b82f4fec8e9f7ee4a0b31fdffd"
+    },
+    {
+      "path": "evidence/protocol/control-cases.json",
+      "bytes": 598,
+      "sha256": "131e55983407aa396f5064cf45c0e8baed3d6d366862ed9051e6ba7186cd6247"
+    },
+    {
+      "path": "evidence/protocol/encoder-audit.json",
+      "bytes": 2858,
+      "sha256": "4f7be7fbeade26ce682ab39f03018380e85f07c11aa067d11331282e65bdd5c0"
+    },
+    {
+      "path": "evidence/protocol/encoder-control.json",
+      "bytes": 21026,
+      "sha256": "f29ad88ed30252b0bea28ad181b1ecc5d08eb4ace4ab9eafc7735b25b00ab3e7"
+    },
+    {
+      "path": "evidence/protocol/prepared-hashes.json",
+      "bytes": 73427,
+      "sha256": "490100d204c2e202ec07739c41ab2fb2f8518576c30caafa39dd9d6832923d32"
+    },
+    {
+      "path": "evidence/protocol/preregistered.json",
+      "bytes": 13568,
+      "sha256": "c9cda32a74b45df192824405e65b98571b6febcddd5f63d78e5edefac619b300"
+    },
+    {
+      "path": "evidence/protocol/validation-cases.json",
+      "bytes": 49395,
+      "sha256": "50d7b3aa7b0235e8f7bc1e21ef693cd5c554272ef3bd205c72f61e8e07ad1fd9"
+    },
+    {
+      "path": "evidence/regression/frozen-five.json",
+      "bytes": 7144,
+      "sha256": "020fc362e70c4c0670e200783a8d1682f167f862e59840e8b8d80a4688e22433"
+    },
+    {
+      "path": "evidence/regression/old-integrity-after.json",
+      "bytes": 7214,
+      "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+    },
+    {
+      "path": "evidence/regression/old-integrity-before.json",
+      "bytes": 7214,
+      "sha256": "273d4581cb15fb5da851ce19ee005abc15b265fbad4bd0a5bd8738e307fec2d0"
+    },
+    {
+      "path": "evidence/regression/unit-tests.json",
+      "bytes": 385,
+      "sha256": "7885403c63f83337e9034e40145f0633908f7d4c979c82439d3b22a98b122a70"
+    },
+    {
+      "path": "evidence/regression/unit-tests.log",
+      "bytes": 4732,
+      "sha256": "5206333f1a31fc62671ebe6bdba02f3b2b2f0303f6009e905d7ca94bdc2a666f"
+    },
+    {
+      "path": "evidence/validation/novel_to_aj/matched_energy.json",
+      "bytes": 5738,
+      "sha256": "6dae5ea395cb39baa6a9a07341dbedeff39229df0ace28b6bbeb1bc54737e6ea"
+    },
+    {
+      "path": "evidence/validation/novel_to_aj/physiological.json",
+      "bytes": 5736,
+      "sha256": "8c59252c983cfc76dfe40d7c4c5f2ba3322058cc40bf1e7fc46b97fd0a3ee2bd"
+    },
+    {
+      "path": "evidence/validation/novel_to_aj/summary.json",
+      "bytes": 217177,
+      "sha256": "e922bb8a174f1e1d8480101d7f12682ff4de5cddb7c31399c231ec4134ad46ec"
+    },
+    {
+      "path": "evidence/validation/seed_validation/matched_energy.json",
+      "bytes": 5740,
+      "sha256": "1c3c7bd834484f30848edf181268f511b45fd5c92de007806e9e3ccb6245854f"
+    },
+    {
+      "path": "evidence/validation/seed_validation/physiological.json",
+      "bytes": 5727,
+      "sha256": "9fb3919c060583913c8d565747cd9caaef76a490408bd115129c2ab098ba7526"
+    },
+    {
+      "path": "evidence/validation/seed_validation/summary.json",
+      "bytes": 219215,
+      "sha256": "5050f54060ffe3b5b9a43b7545e943566f144da3183822633504418abb45bf63"
+    },
+    {
+      "path": "evidence-index.json",
+      "bytes": 448734,
+      "sha256": "3c8492b1a63500d5cb03b5a8cef6818821ba39eeb430225bfe6a81cfe874be61"
+    },
+    {
+      "path": "model/checksums.sha256",
+      "bytes": 1468,
+      "sha256": "0a0cc604736c6ac6040f9ad05b36399ca7f99bb6d2dfe2ae9ba5877da7fa5502"
+    },
+    {
+      "path": "model/manifest.json",
+      "bytes": 2655,
+      "sha256": "3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb"
+    },
+    {
+      "path": "seal-verification.json",
+      "bytes": 1092,
+      "sha256": "9f04a61a54fbb970f5f2eef47e914cd287db528cf3849bcdeeb4fa9030ba9d54"
+    }
+  ],
+  "experiment_payload_not_copied": [
+    {
+      "path": "cases/controls/cal-matched_energy-00-s51101/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/controls/cal-matched_energy-00-s51101/requests.npz",
+      "bytes": 883,
+      "sha256": "d49fb00b3870c8e923c0e5fc903536c0d8985555e5052c23ebc6f963c8af5314",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/controls/cal-physiological-00-s51101/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/controls/cal-physiological-00-s51101/requests.npz",
+      "bytes": 894,
+      "sha256": "9f87b434e8da524ce31b4563ad89ab47189dc7035c9f827840f3250aad81083d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/requests.npz",
+      "bytes": 832,
+      "sha256": "2492a95c805c779db16753a786a20e5668885ae9f54f4be39e6d86e3090e5cd3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826/requests.npz",
+      "bytes": 807,
+      "sha256": "3bbb79402b17f63d92b0390973396d2a84d9df7d9ba3d400a8ab9ec12a9ebb6d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827/requests.npz",
+      "bytes": 858,
+      "sha256": "2e551b842adc13a505d7703cacb7329df45752e5705bd0b912dcd73ac6d481d8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828/requests.npz",
+      "bytes": 886,
+      "sha256": "40ddaa87b131754987871b2a47480dc69cafdf9183cbe94238e405488d457366",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/pn-drive.npz",
+      "bytes": 582,
+      "sha256": "5596ddb945d2f33538b8edb5022b28f9d70288cd0ac81762a36a94fb542d6272",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829/requests.npz",
+      "bytes": 804,
+      "sha256": "7d9c70413c78f5da6d0eb02c98ffdbdc58e6eae73249b084a08f2e7360e1a087",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825/requests.npz",
+      "bytes": 824,
+      "sha256": "4e523d2ed0a30993a2c0338a6d8a8e8b81b1f726822ad5a3c391f6ca738944f9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826/requests.npz",
+      "bytes": 909,
+      "sha256": "1cb092bc3431236a9c3881c04feb2b2ca5595a42f0f56014f45226b2171485b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827/requests.npz",
+      "bytes": 834,
+      "sha256": "149ab6fbf8eefe61c2da0018afe22a7c3c79f248a5d23be1ae2b47d890bf4ce6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828/requests.npz",
+      "bytes": 871,
+      "sha256": "5e850e55dbc85b96486c6c698bd1d213ef3b8cec7afebb6f51a990199536f130",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/pn-drive.npz",
+      "bytes": 643,
+      "sha256": "7a6eba56984267d7fd56107b69e4dd7db743ce3b6b588e2ad931dbddb1b93a5c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829/requests.npz",
+      "bytes": 785,
+      "sha256": "cb2ff024444fd2f8b0b6f0140dc5ad51879d810ca5714dbfb191ca34acaf091e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825/requests.npz",
+      "bytes": 777,
+      "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826/requests.npz",
+      "bytes": 835,
+      "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827/requests.npz",
+      "bytes": 853,
+      "sha256": "0714d660a1d921591f1a5c2d3179c476fee4739c9efd92a38fec148dc2e09238",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828/requests.npz",
+      "bytes": 834,
+      "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/pn-drive.npz",
+      "bytes": 596,
+      "sha256": "e75d90af1fd8534caee03223cf3abd8339097c9aa3fb5352d82488734f860b72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829/requests.npz",
+      "bytes": 798,
+      "sha256": "af0f421a45c46e7e34ba6052f04591c2885737eb4e8c6af26ae29d34e7e1ec71",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825/requests.npz",
+      "bytes": 724,
+      "sha256": "5a61c12fb0e0cc7720a4f2d1a3de7972c28b0715006e313a630086264203ce2d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826/requests.npz",
+      "bytes": 768,
+      "sha256": "061f7ea742a95fb2fa25f16471c6d6a3d08c0c0f235a816e0d78e2909f884f06",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827/requests.npz",
+      "bytes": 812,
+      "sha256": "fafb31bf16097232c4f2168ebcbcfa3ead008a94633398924bd1af23cb079137",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828/requests.npz",
+      "bytes": 809,
+      "sha256": "2ab0660dcd47507119a1e5d041a6ce84425fb55cfced67ad5d4aac738b52c8ba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/pn-drive.npz",
+      "bytes": 529,
+      "sha256": "8305de7ed85d5e499c7559c4691c5cd049a95d15246d41043d079362d97a3f05",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829/requests.npz",
+      "bytes": 798,
+      "sha256": "79ead4934b881d29738d141a2abb6872e4593da4522f104c94b917f2df2e1a1e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825/requests.npz",
+      "bytes": 794,
+      "sha256": "c43ebbb98ed90692b6cdae46382a705b572d147cc5966aebc61af52c37f11dcd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826/requests.npz",
+      "bytes": 837,
+      "sha256": "7e352565e2dba5ca712643e14a2f7d3799c792ac47ee51abff455b63159c5d2c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827/requests.npz",
+      "bytes": 820,
+      "sha256": "44e0111da21e744aca909bfe295e5f20715b78353a801ded102b41cd66405b07",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828/requests.npz",
+      "bytes": 798,
+      "sha256": "cf1ce2e9e5bf961ff3a7dc37c7fd152bef01131856bd02baf97a6e0c48b24303",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/pn-drive.npz",
+      "bytes": 625,
+      "sha256": "216d0fcc416d7b67a57ad4fe125d51bcd0a995c4b5ff25326635dd2ab4232e04",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829/requests.npz",
+      "bytes": 757,
+      "sha256": "956e4d19b5a80b2ebf78bb81c66dd7a8e4f991e2b7b03fba9ee4928c88e0276d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825/requests.npz",
+      "bytes": 835,
+      "sha256": "1a6873a01060b25e9c7a40be8f67f3ed309912ad81721a3de290a2c1f318f392",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826/requests.npz",
+      "bytes": 830,
+      "sha256": "435d39c07b130b76426bc7daba1735cc5184673b889deaa9291e78e251237085",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827/requests.npz",
+      "bytes": 892,
+      "sha256": "fda5d073176026f8f2328111cdb999cce7bdc1245fa0b4314df1c676261fa389",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828/requests.npz",
+      "bytes": 845,
+      "sha256": "34ecdb646af4ed433a8bdd00e59e5027b0df95dd44b1e142343a804759fd3976",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "b6e5cd68179f84721401a40fd205faca622cd7ec4ede75df157ad648f858972b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829/requests.npz",
+      "bytes": 801,
+      "sha256": "936417551c12c9cb9044182f0d8e18068ca5a9b0d52973aac7e5d9b898ef7c99",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741825/requests.npz",
+      "bytes": 854,
+      "sha256": "e1864bc4bbe3224126fdc6757552d09d942803c83853faec00e06069c00838ee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741826/requests.npz",
+      "bytes": 825,
+      "sha256": "b3bce4606a4b6007b390c15047850529aa945ecc83cad28ad58e8c56e6bbfb3f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741827/requests.npz",
+      "bytes": 897,
+      "sha256": "16ab7ec1a24dc2b652c6e2a0956d1ebfe0d889d3b1087ea14ed781f3050eed72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741828/requests.npz",
+      "bytes": 905,
+      "sha256": "793671eaff85ff247bd23f25ba31016eeccb61e393f4257274ab02057d566610",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/pn-drive.npz",
+      "bytes": 580,
+      "sha256": "7c052d8dd7b981b479e919ffc95a5a5c658151a5c206c36d41f72717024a6cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-00-s1073741829/requests.npz",
+      "bytes": 840,
+      "sha256": "c877a1b016cfcc45765e80a98b993a4924eca2796f669a52c7cd56b41469d095",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741825/requests.npz",
+      "bytes": 806,
+      "sha256": "3e143708fa866b66a0859ec23b95f7842b3262467df719d56620ea0371228d51",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741826/requests.npz",
+      "bytes": 896,
+      "sha256": "d82b80b25535f07c094b79397f36e7c81300e49e0cdeb47033f0076314f6e411",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741827/requests.npz",
+      "bytes": 813,
+      "sha256": "2f33f0e81be9a7890f9d7f7aa993b796da19415097d35595236ca7cf63a1fc79",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741828/requests.npz",
+      "bytes": 855,
+      "sha256": "125d51555247ef10bca42f854d2ea2cc0f43aaaa02b39168801d50c88bac4699",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "0716117a9acad536b78f6e6643d126270c3e2e521629788d679aea958db2eeee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-01-s1073741829/requests.npz",
+      "bytes": 770,
+      "sha256": "47e08154a319e007f365bdf0dcb479610b58cbbc98b55f47f8e9f08eef5b8c1b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741825/requests.npz",
+      "bytes": 777,
+      "sha256": "e57c8b60d6ffc2cc1e8514666ae416fc15ed06ada61da018c8d77bf8fd873ef3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741826/requests.npz",
+      "bytes": 835,
+      "sha256": "5db3671d409df16b2d132caf1e46bdb298ce6598eff2959d469c3967574b876d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741827/requests.npz",
+      "bytes": 841,
+      "sha256": "984a4fb6fe7470ba2e8ab251dad350e88970d81e212e79b14fab4271bc769a8c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741828/requests.npz",
+      "bytes": 834,
+      "sha256": "de0f44502f202ef45eb49e1b4733e1abf359221b301fb08a2c1027ab58eed2a5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/pn-drive.npz",
+      "bytes": 595,
+      "sha256": "b031d4674b69fce3f25c93daeee37c8225c214eab47384823a2f710931d72eb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-02-s1073741829/requests.npz",
+      "bytes": 796,
+      "sha256": "859bb229c66a9b9d9bd2d18583e0bd0d78174b053af874c7bc66a22354ae5245",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741825/requests.npz",
+      "bytes": 669,
+      "sha256": "8cbde658775880500ec8364f2035aac87fea6c233dd4c556e86e292116a94088",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741826/requests.npz",
+      "bytes": 691,
+      "sha256": "d007e6d840faff7f79f07ed7eac058eacf957662447a81d19b7b714271fbe2f0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741827/requests.npz",
+      "bytes": 698,
+      "sha256": "9c2ab679ce740dd9446c01418f0ddf44ebd1aa4a83dbaff58b86f48c744a2612",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741828/requests.npz",
+      "bytes": 723,
+      "sha256": "f33d943614df58d0ba2b1f54f3d51513b8d2c76021f9033d1f9132e6e858f30d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/pn-drive.npz",
+      "bytes": 530,
+      "sha256": "8c89d9e7c225a63cc77600403f65d777d6888e201e0a36643d8b559c1d0725e1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-03-s1073741829/requests.npz",
+      "bytes": 692,
+      "sha256": "669241b2fa22fa40c136ec8c94f9f850b6fea64f1a9ac0b6f1aed79f82f3f802",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741825/requests.npz",
+      "bytes": 796,
+      "sha256": "a5bc45febbbc6b8c9252c7122f47d38ad426ad97289cde5fbdbfa02f11b98850",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741826/requests.npz",
+      "bytes": 864,
+      "sha256": "7ab3e7ed68b0ba5156904ec37438657124370c0f1cb796ae0337a0a76fa7761e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741827/requests.npz",
+      "bytes": 854,
+      "sha256": "67a5584d6e85104deaf657c250f1f4a0895ae51edd3275477c7ec38277704eea",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741828/requests.npz",
+      "bytes": 826,
+      "sha256": "baa480025b6406c38194adf7917aa861b193fb486378983bcdc4efeb852a8349",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/pn-drive.npz",
+      "bytes": 626,
+      "sha256": "beed4dd106fbc41acb36231b309cf739b77ee9c7a55cf36711db938941ab802f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-04-s1073741829/requests.npz",
+      "bytes": 784,
+      "sha256": "9a0916e860af901bc67080c5f6ce437a848a45912cc891f99a388a90a03175ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741825/requests.npz",
+      "bytes": 800,
+      "sha256": "e89b854d0838f7e9e4c91d4bab9f709bdbd08ff8fb7bda0b20514393b20a2538",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741826/requests.npz",
+      "bytes": 795,
+      "sha256": "700e1f667a0d854c84224b5b8bf68ddf7458ce16f35d8496f9b7f0ace626bdcd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741827/requests.npz",
+      "bytes": 860,
+      "sha256": "4123abbd0297a14efc5edc354f4613b599d52abfb961aa8756ddec131cc941dd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741828/requests.npz",
+      "bytes": 823,
+      "sha256": "af44a0c36b4825f471a55cfa7efdf5605c4c4d88c1ee924f95734dbfe0f2973a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "9f02cae382282e36d7eacbe2962d6705ce38b3780f8ca327877fcc4d98a3950e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/novel_to_aj/novel_to_aj-physiological-05-s1073741829/requests.npz",
+      "bytes": 783,
+      "sha256": "9d318c7e94f83f5691b85cd20e49d09fac31872d6ab42d5840aabc0325eb8a34",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741825/requests.npz",
+      "bytes": 841,
+      "sha256": "829bb96de6a7137e33f3b17ba12163a973471068a5777188c958ce4687100585",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741826/requests.npz",
+      "bytes": 832,
+      "sha256": "2aab826f8120672e41a55cdcc017f920e7dedd640f045cb6718d49c2928055f5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741827/requests.npz",
+      "bytes": 886,
+      "sha256": "92c0ffe8ab703541b76318ce0fd10d18df9b212b82b4b163bca91d5d53412820",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741828/requests.npz",
+      "bytes": 854,
+      "sha256": "2ab3babd7a19f6261b6816343c0b0a918db43c81372dd2144ed8b961fccd7f9a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "43b41e132a94345cfb25c40be05b133c107b40acafcd29bd9e32ce1a5d83c970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-00-s1073741829/requests.npz",
+      "bytes": 770,
+      "sha256": "a8b1443e8f209b411ae6c7d0f6fba4e2035c5b0b711ddf6b1af63c7b26812112",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741825/requests.npz",
+      "bytes": 794,
+      "sha256": "8de70bbc0484b397d7403ae694e8109a2eafedb1b8f861d66dc4feaf6abc3dcf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741826/requests.npz",
+      "bytes": 861,
+      "sha256": "09e0e524246a9d140c7076cd5911064beae539dca844d1eb2874fd3dc307406b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741827/requests.npz",
+      "bytes": 831,
+      "sha256": "19ff9ac50feb080715634e52dcd0ea198251785e1429b0c3d1b7c11db3cceb07",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741828/requests.npz",
+      "bytes": 808,
+      "sha256": "0aa24e4a96bba741818e62d21fab1a82dd523e5bf1099bbc987831e9ec40c8be",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/pn-drive.npz",
+      "bytes": 641,
+      "sha256": "84541b0768dcfa35bf014a16379c9d6673b1a16f76fde5ec29b7378f9ea69b15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-01-s1073741829/requests.npz",
+      "bytes": 813,
+      "sha256": "849145b923309022701f1fc3e664fb8db9a34a73c9023943f447093284c62ccc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741825/requests.npz",
+      "bytes": 799,
+      "sha256": "8c2b6aae00f6778a7deaac75272d4982c18a6d5be5e63fde9b91fd21f7e45433",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741826/requests.npz",
+      "bytes": 833,
+      "sha256": "ad5ecd33f62b393e450cd0d5f2d7ef7fedf46a0ad69485534bb72062aa1fad09",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741827/requests.npz",
+      "bytes": 821,
+      "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741828/requests.npz",
+      "bytes": 852,
+      "sha256": "fbb3a4a0e9c11e683f6e444ffa124b175a5221b4f202351cf945005de7c0aae8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/pn-drive.npz",
+      "bytes": 568,
+      "sha256": "911d1e4804a13f2825c1e90f0a336b3825696744053e9e6db859d6f2fae39fbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-02-s1073741829/requests.npz",
+      "bytes": 801,
+      "sha256": "b976872c849f75a0aa2bf250c57ec7cc95bba2b52791789c271c1d3a0edbfbce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741825/requests.npz",
+      "bytes": 849,
+      "sha256": "15bac49e3e67ad1ac3b8a02369b703b295be25c7fd87d1516a8966e76e2453fb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741826/requests.npz",
+      "bytes": 858,
+      "sha256": "f119988b7944c7254f8cf2f8a9366d51946ab84a898f41ea2fba230a22826fc2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741827/requests.npz",
+      "bytes": 845,
+      "sha256": "bf2130a69b90dd22c2b4cc045b7082826f47a22aafe96366c6f0fc730a5052e2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741828/requests.npz",
+      "bytes": 859,
+      "sha256": "4f4db63884d2db2ecc3a24311a98b43b8809247159b06a95bfa4365dc63f8da5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/pn-drive.npz",
+      "bytes": 599,
+      "sha256": "19f649c42abe39cca9a1dee18477146edf818e4b2356a87483033515dc3885cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-03-s1073741829/requests.npz",
+      "bytes": 797,
+      "sha256": "023c018eea52448e0950425a6ac23eb62ea43d33065780680de4ee317023cfba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741825/requests.npz",
+      "bytes": 788,
+      "sha256": "e5f7549c7488d5e3c63d95e6c758e64bd8b3c0491437210332f1a433f218ec76",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741826/requests.npz",
+      "bytes": 829,
+      "sha256": "2b1fbac8e75b46cc47fd37b3bfa00180d30766a524c880b172b6e2af60a819c8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741827/requests.npz",
+      "bytes": 856,
+      "sha256": "aa0906e673e8cd0c8ff343c513c215dbcdbd1248d1afc49228073023ec0a93ec",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741828/requests.npz",
+      "bytes": 845,
+      "sha256": "32f6f4a1153ecd117147823cbaa244be6ddcc0965740c2afcf88ef14dc32945b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/pn-drive.npz",
+      "bytes": 617,
+      "sha256": "bc0ec40b2a2386e621bd5fc872a61eddbb3161a6b7b9bacf790c61d1ec31bcd6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-04-s1073741829/requests.npz",
+      "bytes": 807,
+      "sha256": "8842f675ff7359716055c96b2218cdb80f791adeb2cc80fe0f3641f7b120771f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741825/requests.npz",
+      "bytes": 798,
+      "sha256": "c958837d8bd15fe664a9b0cbc1757b4568eb91266bbe8883411a8bd0d53ea215",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741826/requests.npz",
+      "bytes": 817,
+      "sha256": "7a87ead895fa55f6b143b284c05c9731db02e0ce5492ce2dbc9847497c25a082",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741827/requests.npz",
+      "bytes": 838,
+      "sha256": "05e56490bda3cd4d30861ab1d2648ac0bb5f496a13a3c0dc14c03725a3cf983a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741828/requests.npz",
+      "bytes": 843,
+      "sha256": "f59e7a368061f852d04c28ac368e5362776f52b38e88c75cb234c2d6cf11bebd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "74007e54a77ac4e3b69b2cb03d5fc4c324ff9eb0b1274073c20cb457626aa4b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-matched_energy-05-s1073741829/requests.npz",
+      "bytes": 802,
+      "sha256": "dae9f0c7f757429767931c014d629346528964a75a38dfae8cbc8db1e098bdb3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741825/requests.npz",
+      "bytes": 849,
+      "sha256": "003a6f6306787b67391735c41dd8b14c689beaaab3ab71a5e9afb376d3cbb091",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741826/requests.npz",
+      "bytes": 840,
+      "sha256": "48bb675f17020bf05a2df66cec2b0479237c312af5c0519f391d35131b96d532",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741827/requests.npz",
+      "bytes": 897,
+      "sha256": "580a525d8a647fbf365ceebccb66ff0e420a9540fed24056ef7925d18978eae2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741828/requests.npz",
+      "bytes": 861,
+      "sha256": "9f459e8b84e1635e0cbab70c33e34d5550b6452863d8cfa3547336005b43a9e2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "baed58090fee6db48c17b239e1d18bd555dadd0e75eb67afdbf0fdf9dc5846c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-00-s1073741829/requests.npz",
+      "bytes": 790,
+      "sha256": "dddb55701c54208571b0ae1eff05fafa79a81c77d86012e40884271dbab43ec9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741825/requests.npz",
+      "bytes": 850,
+      "sha256": "3e3520f4bd0cc0326f5c9bd46b8bbc671653b53a239215e005dba0cb99c6ae1c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741826/requests.npz",
+      "bytes": 927,
+      "sha256": "86775de18e5fd65e54b1fbfc69a98e905d54438ad15442fa742e69b656b526cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741827/requests.npz",
+      "bytes": 895,
+      "sha256": "a97d58f0f57d9f9660391c703a9778b2a445e2f9523609e7f0ba728fe3eb8ec5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741828/requests.npz",
+      "bytes": 885,
+      "sha256": "7239fa4d6453f4186a794d382b62d7a8aea4f6ba7e751e38a205bfd9b1585dcd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/pn-drive.npz",
+      "bytes": 642,
+      "sha256": "ca31020a448ae318936f0f5e86c6e5239b2aabcd79f86bc92788a365cfc5d61d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-01-s1073741829/requests.npz",
+      "bytes": 876,
+      "sha256": "e117109c913b3721253ad61b0d9a14cfb5f04c01c0ed68511dfdf9b01c2a23a5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741825/requests.npz",
+      "bytes": 805,
+      "sha256": "283f1ff832dea848b24f9d7cfb7e621bfcc3bb21458b5e7c80f19455ff2e1110",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741826/requests.npz",
+      "bytes": 839,
+      "sha256": "de91f0e34138d57ed7a85102d25c340859511f6cd7a3425983d1ed232556967a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741827/requests.npz",
+      "bytes": 821,
+      "sha256": "4e827075cc3cc462b75cb318dc32ffa9062266dad7c17bcd727c2d4c3a2c16d8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741828/requests.npz",
+      "bytes": 854,
+      "sha256": "e71979b5568a3569ff140ec98e276d97e4dbd9aa3a3f09cb79db3e355fbb355b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/pn-drive.npz",
+      "bytes": 569,
+      "sha256": "95aa94c8d59d1bb38e781020bbaebc4551c0c75cf4573d0fdd000df1f7860462",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-02-s1073741829/requests.npz",
+      "bytes": 806,
+      "sha256": "969f8e65189d34e7b0e24b2c26eb0af016a19ebb3ae02cfce606f98ee9ba4fe8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741825/requests.npz",
+      "bytes": 800,
+      "sha256": "736388dce2c9c49c5a989d97a58d9436a739e96ad34b8df116cf9a13af066d7a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741826/requests.npz",
+      "bytes": 807,
+      "sha256": "f6350d233f3fe5f878963d9c13e14bda6965878078072df2a8c5423469488a33",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741827/requests.npz",
+      "bytes": 816,
+      "sha256": "b84dec34a04fd1e5c489d0de271564f4b5011a716d88ac49d99477aeccf34dff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741828/requests.npz",
+      "bytes": 807,
+      "sha256": "ecd31704c321496fbfaa79c5daf4bd6b4e63ab6324701768bb1f0b445bd3e163",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/pn-drive.npz",
+      "bytes": 597,
+      "sha256": "5109116f0b34349bb81d612e64227b59656d086ecef9589d569238ce00f838c5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-03-s1073741829/requests.npz",
+      "bytes": 751,
+      "sha256": "e260362dd25b792f9cd6f406f783bd52f9b8b53c51333333b512f0cfc2a7d9b9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741825/requests.npz",
+      "bytes": 680,
+      "sha256": "c04bf72e7f9e4411557b324cf41ce09799669e8072deec35f2cc31f866b001be",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741826/requests.npz",
+      "bytes": 752,
+      "sha256": "c28a0787c31bf8239c00598bb3da0094ebe40c3a5e9ae9a19d137c53dbd8b39c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741827/requests.npz",
+      "bytes": 782,
+      "sha256": "0e6f9672a4ab7aefdaeac1f7452a2802dc48c20dcec04f8c1be41d2293887848",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741828/requests.npz",
+      "bytes": 781,
+      "sha256": "d410746c2c7bc6a25b8bcb94825bb23fa1bad5a5dae0e9af37c4cb726d235b40",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/pn-drive.npz",
+      "bytes": 616,
+      "sha256": "f7bf5eb0c5e4244dd06c232de1dcac266d9c15fba8f62f53129dc72e0d44b51a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-04-s1073741829/requests.npz",
+      "bytes": 728,
+      "sha256": "4acf1d5b0758638af5f9c95523903042bd527ac43838098428b53c646f4a24dd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741825/requests.npz",
+      "bytes": 1045,
+      "sha256": "2b78a7ac720d85e9f30486c3ca4105f2be42afeae8d89af7d28b0eb97e76abfe",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741826/requests.npz",
+      "bytes": 1025,
+      "sha256": "6a0196aed438e7ff28b0d4aa12180bbd865b9a2c5e306fb84ab09ddf3d9a27e3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741827/requests.npz",
+      "bytes": 1077,
+      "sha256": "c0ae8b6fccb9d29cdbc0fab60f2a9a550ce8734b8d4ed3ad4b885adcd6b9f8e7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741828/requests.npz",
+      "bytes": 1004,
+      "sha256": "54943d9c80ad4f716339bfb3720bce8c0453ea2198510224a3f61ef203d15b84",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/pn-drive.npz",
+      "bytes": 618,
+      "sha256": "7a75cf32538d617fc62c489c148c806a11dd954d2105b4ac14a5b2bb9d044c0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "cases/seed_validation/seed_validation-physiological-05-s1073741829/requests.npz",
+      "bytes": 980,
+      "sha256": "8e57585727debdf1cdae4ae9c4854f9751e7eab284f063541ca6d6207004d28e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/.ninja_deps",
+      "bytes": 726096,
+      "sha256": "ecc8b54e5d5e05e975fa7b724ae535b432e8811eb630dd08bd7cf84d381bd753",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/.ninja_log",
+      "bytes": 217,
+      "sha256": "a2538070c79a03e3ccae439d393d3815b739782338622cc93658487930b2cd77",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_cuda_8b92086ce274b694.so",
+      "bytes": 371672,
+      "sha256": "1ccf024c35f8ec38c294d42a5b0ac4fc535034223ca47a558228f3a9182a9153",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_ext.cuda.o",
+      "bytes": 235784,
+      "sha256": "6eaaf05493e932fb826b200296f3ce2ce4b5d99a2d151f5a9b7b3404126ab481",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/author_ext.o",
+      "bytes": 381024,
+      "sha256": "f9092f2ef8da90ee89cfb89075d1e0891456f4bcbf6d9d405c65696a92f8cc49",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/build.ninja",
+      "bytes": 2104,
+      "sha256": "75c123c6847475e58245ed925446ae65ffcb58f336d6b4cb928e7f47e4de8a50",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "extension-build/author_cuda_8b92086ce274b694/lock",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/.ninja_deps",
+      "bytes": 723996,
+      "sha256": "8c62598994e3761b6064855724ae0d1dc0f524818edd23896846d782513373a3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/.ninja_log",
+      "bytes": 224,
+      "sha256": "6ac0d7fea211c0e65d1010dbb26be4fbb53b477a790ed39e83d1a4baa3923a34",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/build.ninja",
+      "bytes": 2109,
+      "sha256": "c570f72b9a2f486e104ed3bf5b1b9f2ccc729ecab02046cd62389d629fb4f48f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/lock",
+      "bytes": 0,
+      "sha256": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/male_cns_lif_deterministic_v2_ext.so",
+      "bytes": 291280,
+      "sha256": "0b4aa6348e7626de960e8f10ce8feee734f8b8ce76b6f9e0d65ec1ad56d66433",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/phase4p_ext.cuda.o",
+      "bytes": 101992,
+      "sha256": "0eba6dc0d48ef412e3af8fc5df41181791fd38f4ceb9e3001555b339f1aefe6f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu-reference/extension-build/phase4p_ext.o",
+      "bytes": 377136,
+      "sha256": "27d284f6a369221a931251b5a03ce133cc8231a97942567d4efafbfb45483811",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "228218d929370f412387eddc969694178b025186ed4d226a17e57c2d46bf49d5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "945f263c84f91569984961e9c04bec1b316195bb5a08151119ce4b9c03adfab2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6f3741e964b3d57261be82727a08c8555aa1ef3af611dfea1aba20543421ee3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "2d190ab166a4c5af542629a0e09aca50f8ccdc2b756dfe21de1010075388b511",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d3c52200188a64b9b7dc5054c9a6199a4cd4a9168369f051b6de2d764442e64b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/queue.jsonl",
+      "bytes": 320823,
+      "sha256": "798b87b23b835e357429a226241ec0d1c8b520254fe2a8ff755e2892e1f7bc0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/state.npz",
+      "bytes": 2068508,
+      "sha256": "17f9aa5c6748b0dc028c551ae6c91edaeea40b8d7561656a0936ff716ca74f0b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-matched_energy-00-s51101-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b71e13ef45e1562c7ad87084af30b0dbb0e68acb2848372d92eb53bd3652dd8b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "02576a8aea786e600bc165d53a1d13853489b3e5d27ddd38c28e1a6d888b85de",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "383cafd480aadca9ca7b04810087a1865f941c3ecf3429cc9133ce8dedbdd7fc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "3bf68b8939f54fdbda273803ff19d3b77b602ea63e1d8edb0a4528c3c9f69233",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "830e2f33958a35666f61a219c72025b06970f1043971310f56f112253c6c816d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39358239cc58666ef5c690111150cb08cb4fee7b1f2c85ef59f8063e00d7e698",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/queue.jsonl",
+      "bytes": 320856,
+      "sha256": "c154d9b1b6b39e376be892bbf9d622baf976be1731ee3ab7594a919a765a5764",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/state.npz",
+      "bytes": 2075058,
+      "sha256": "86c2607df55271e573c942c630f0d99488417ad823fb3b0e0936aa2db32d5418",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/controls/cal-physiological-00-s51101-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "f582ba1006f8d600d800a5439cdd116508eff4b1886efca28479e382e4070db5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "3cf1017ab663961a26f026660059bf52b31683d68cfa6f5c782c985c84363547",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "60cc144f8cf1634edaebd694bf505b3fe0779353fd501a467187c9d859a08080",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "87509e937e12f67fec42bc3a9b7cdb5e497e08e802f894bd4f34cd2f8d251418",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e06a3ab89be571c197a19469dad8d89120025518fa3506a08766a14ffc2fcd30",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "01749c886a94731565b75b66e63050b52c57f53808c61838b212d14bcbec5790",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b365e01a0444457249984cd33758c345a121313f7556cb7ef150434306f60c15",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "74746320407c9fa400011603d9dfef36cc0e9bcb0b04fe8ee7508ad417fa74fb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/queue.jsonl",
+      "bytes": 321035,
+      "sha256": "1d529fce25eb6856a534d41c205224f98b6c41b01a38c232e4ed16b722706326",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/state.npz",
+      "bytes": 2118360,
+      "sha256": "a2e402d11b1b7f915b3bcabf69d803039bde5c27dfdf237546b1fafab4729cae",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "21d9d7aaebbd765d616580c71a2ce66bca67044f2a18fff8b9cf6bd326f5446a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bacd3f7d07ceb4194c3542dd85edac6541b9b2246f8735945d03e43474c6cc41",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e58c743c50e0e0c6c39f818e70795df1c770efac2a8b73b89a6db0961edb5781",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "df17f5ff59493997d551845aa390c216dce044e97f08ef14e980d590cd4fb03b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1b24a689c3a80bfae1ab1e9a9c9f9848a3f3559c6f8d10e02bdccb4dd2e089fb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c6849a71a584c16ae40b17fd6e6a8226dfd23592888fd7492cbc1c0d56579dd5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320767,
+      "sha256": "8008072bb10dcef833761e8777cc4f7254839882dec204bcffc4fd3f543a3057",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/state.npz",
+      "bytes": 2092424,
+      "sha256": "f6a2f4b04875a66d9df21063114dea8980230916291533f70b0d73901618f6c4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "431a4577e3857fefe9f94b9b671f58917c9c2b8b22f80981a8a157869666c45a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e7879cf418437470a55ed9aeb83b06fa99a252e9dd02b1ffd517f5e3639373c5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "37d6d9dcc2118c56270efa698f1bf7ed3232dd38bd715620d796fb46a4ae2f1b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "065589abb47f7159f5c91b64b27082ab53447c6dfebc08b8b70c6ef0f9973458",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e8d56937a6a2e629e743b1fed9078ee1a10edf68e245034182ba8d419f3b436a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "316f3556f0df06a3c2c1cad2061899ea946f31535e86b3879b580d7c65e98b9b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320870,
+      "sha256": "df974420188597686d3955ab25a63f3905152d642d3fa3c3ef811128d914f969",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/state.npz",
+      "bytes": 2090950,
+      "sha256": "7683dd404a575bef06ee3eb8b6ccb4bea4ce97e044a6c3abcf963ee414f43dce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "444d075ee5c73fac12da4812b2c2604044a06b2623a609aa082ddece221d8d75",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c4ecc67a29f07a07381e4a0a9e49b64bfe35c89ddbaf33a3d00ebee8778a8947",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d4a8dce2147a5ae1d06e811d1e4df4bff461f45e62083d8cb7fe8eda95a2af3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d866fa09911c1963799261305e85305309c930d8829fb612cf6275dcb5fa908c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ba780c045ca5f075918a09e1c30e3c482c311952fd2672b440f7d69d5160608c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d47875ef926022e0d1723d78f93fd28da6cf1a1dba6a14c1106112d6598d121",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/queue.jsonl",
+      "bytes": 321026,
+      "sha256": "b8557e79bdab0732227ced6f1234bfbd50c87b900f2cd1d3a093c845d23e92e8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/state.npz",
+      "bytes": 2076864,
+      "sha256": "0528d0b77e601a3fec9bfd72644f7223f6e6ff936cef3a277392019615261547",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d925038af9150c66e53f22758a621eae22f8e94369ff3ea22efec53cfde31626",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320851,
+      "sha256": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/state.npz",
+      "bytes": 2095149,
+      "sha256": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "433380999945d52c2dcf44fcb38ee1a5cd539791b7a414e939d59f347db4818d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8752df59faa83cfd10b1c770bbb6e12c75d605cd4dacd742cc15c87ddb9a27b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "deb79ce35c7fdec0a5675c141c7934e20a12279ec65052ff17085dfe467226ed",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0ae2b42dd7521a1edaf527d2674f081e1938296e3bd1e16e89cd5000a770b27c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "12d43da481e76cb415fed666cad43da90ef946f78b6ac2ebf6fb4404cc65d632",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320851,
+      "sha256": "48445a557ad67d2b1a759f2970b5fd425aaf11b49cbb0c6fd6e929f2e831b176",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/state.npz",
+      "bytes": 2095149,
+      "sha256": "ec4ad7569d7c27b83bf718851b4db3407e6c66fc95402e5403fc69504d70d06e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "4a31068c6f7332bedcc3c68c2c75b1e6c857e5e1d782f42525869b030b83bd82",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c6523b4ce0d6da3b7aa7e5fc8514d1b898502eaee6ea67710510aacb87584d31",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "86f32a12fd435de673fbf713551658d7bfe77a5aa669629f5b24d36a7696b9e4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4898af02fcfef8a5fc30c51a6665f1201d9e2f06ad04875c9b324a78249a1be9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1471f86c463a76382814c720983a9b7e1a61ae835b81759024fca5052e0e4526",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f117def8d0d74c7bb76efba338929f86df627004a1a6146fa454f2ae6a446b27",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320792,
+      "sha256": "7b0491aacdff5c4070af33d6affe9825c7491b97aac93a7be76ba978e3ca91a3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/state.npz",
+      "bytes": 2069357,
+      "sha256": "c8275ef6daffd44ee5b5cc62cdf388825a9026da1f9de35b7bbb65d5b5096e6e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b05f059ac1dc2dbdbe4421884f5c0fd66150523e77b03351ca376ae61b054d25",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8d7e166d9e3dea7f05d92c49952436ec4ade24fc9483be2c677449e5edc8824f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ff577fea082433379acd3f6d30d0311a4563d6f904d282e7729277df49c5f87f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "297c02cf0794e226ca44ccbf633a74a16ad779dfcddc23ca6ca5e615c7979206",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e18aaaf6c1ce7a21aea76153ff9ef9df9c9e4c2746839135d7d430636a8ca3a9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4bfc51be9f7c74f07f8930c865c4aa7d5545b131474d8aa940402f5a39270147",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320455,
+      "sha256": "81c7ec4fdf79f777b4fb1515b8c3c8098d09a16ad52ff4b00db8171d6d146e4b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/state.npz",
+      "bytes": 2096162,
+      "sha256": "cd7a19591dbc458d350a8e94e11dfd7e18059e6d6ce14ee93883eec60fb31575",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d4a5e33e8d2df2e65fc8f20ede1cbd8808b1fc0d38d721cd469fac4f18f4452e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8a0b1c3bd74d03a8551fc2ad4644e129cbfb008820d8f1128a097fedd72b381e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac134abc6774864d156bf86f359fc7b6589e0420b0b7061c8bfe0c34126eb64c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a9900c33acfe32b9086607243384b77a7673227400604e00849d64f0a9c007be",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "cb9428abcde03f3aa80a6f213d23aba56880889e30f7a58afb8f9763704d5da6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e44c73ad7ddf7936704aecae308bb88ead69591362fc623ce628759f1bbe87bf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320649,
+      "sha256": "3be34e6e57bdffe596c6433bd73593d8813b2215da23bf6f4fa48953edbe9e8a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/state.npz",
+      "bytes": 2093215,
+      "sha256": "ea45193f2a4ef02f40aad01c2c21240091880012fc8ab42b2833795413a880a7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7ae9c1c73867037dc33526ae3f6e63af9731339fdbb0027566a10cf75864b6c1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "24d80230317fb8a083ac14690b7429784f3641b11e3838ea25660851f7db54e3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e4ae1633229d737d504cb8eee0d11319c10ac772210fd98453bcadf4cfa5fa98",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a1cd68af429141c4ec1e497efaf429e7121924bb89e4d33861c530150eb3ebe9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "67f3016c2fabea617ba4967e0e2ffbd67a8317908af9188825a838a6ba40f14b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "61f9a007211d42c42974e97ef8b3878f984c0a8b6a21d4e745f926e9ac16f1fe",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320446,
+      "sha256": "4e8ecc814ae8720461263f905d3c7c4d27e1628fe794f6f7e63b415b78536532",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/state.npz",
+      "bytes": 2116748,
+      "sha256": "c59602e4d6d25d3900df072b1585d828c7d7da81542846830c475f52c5c1d352",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a54ace40ed82208039c2a538290725c6090e5155f4206d745a98f467a6ea534e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/queue.jsonl",
+      "bytes": 320913,
+      "sha256": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/state.npz",
+      "bytes": 2090148,
+      "sha256": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a4be2f0bcfc20d92ee86d3be00f17bae31f30610bdd4616b5cdbf56a6467d0d1",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f111701edde55a2ef12c1dfaaee55da572b6759e99527253b168e980eeb2b567",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "26904b33121a13b5c1aff9e2b285605d4d1b89cda90199674d955b0212bc6a0d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "26edf3d12f7df9504ad0b7ddd919c624265ccae6b3c490cda2135be8671ca61a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7fc6b2100a33d0dbfd52dbe1af8c716d8508fe541c7263fb97e544f2754756b2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320790,
+      "sha256": "56bd0128c245cd6e9b4d1fe647ab72100c5829108c6e40a77d54a394fc8e90ae",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/state.npz",
+      "bytes": 2077498,
+      "sha256": "64359c27339acb077aea734f7dcbc447c2a0e61fc6bb2ad300196a4da05b668b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9d636eb8e4779bee64b94c28e3552eee2c782069fa15545506e69162abe2b3de",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/state.npz",
+      "bytes": 2095164,
+      "sha256": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321027,
+      "sha256": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/state.npz",
+      "bytes": 2099700,
+      "sha256": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320518,
+      "sha256": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/state.npz",
+      "bytes": 2079740,
+      "sha256": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5ee750568ba189d01597728073d57cdf020b351ee81be71d2b8c6dbf37abc87b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "78728778dfa80c95974942fef3d629b29f1dab6ff5608315e8fa20d011aa6b44",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e6ba7e57031cacb899b9b68c5c0db5bc02d366a4512c27ea761c324193d3866a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9787f92885e8b4ada793e83fdd23e90c52f63e51c4b609a6fbc0dd161fe4d0ab",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "39f01fe25fbbcf7116c88eb8c1b62789b1779b3e2fcf1a34e2198ab6e6239b1b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320518,
+      "sha256": "e440e8e6fa57f4257b5567c7ff0b43ee6f7730441bc7492651e773bbd634bfb7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/state.npz",
+      "bytes": 2079740,
+      "sha256": "06a3892b0548860d5e42cee313a57c030afc162a7e6440e93a4e5a1682e923a5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d6cec2c93471ccea4149efe0000c85642fc5fadcc368b588231bacdf123863f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "278c0352fd418fa9ed8f424696b00c586e673618b8b54024c009521f3b919e26",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c9eadd547677a1b9c060b3dd8db6758b167b7369798c17c6c5b39ebb171fd940",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "58f44cb9bb217c8ec8defdac580f5c181c0297046852d2d71741e966dd7f1c80",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f172e3b88859e5f630ba029e5df2acb6b5661e92346857c010b3b2d6dccfa225",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f174e59939f206e364199ed00ddba6adb1d8620662e719e58a3ca7de13e69995",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320526,
+      "sha256": "a922ccdf38ad98a4c02b0e9de0515be45ee01052cee2f0eeeb81dbfff434fed0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/state.npz",
+      "bytes": 2048703,
+      "sha256": "c13a5aaf2f6169a46e10b46d92436ab08f4870e848490d5061fad12e8f967110",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6bf26dff2adeb66c7f952240c14d3393e81ed8b14bb5d7721c03cb7a8ff9d7b8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c33fa5a0a18e7e4fd602b94fc90c104c9f28d56486cdec3f55179eec30262919",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9d5a2b2c67bfd0004b59363ccfe907a9d4de4b2cbed85aa749ac20305b71e84c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a4a243281d5691c45962888f114dbb869aba273c24855c900bcda56fe1a1e390",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "bde5e95a679aa0dc4a52c4aaa5b18118964c11b948c102f2c8d62333cdc5e887",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "fa009bc09f6dca94392cd8095e016ec057d8b0b6f9d968d8f26380cc4d8252e8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320719,
+      "sha256": "acd8d3d1ec19a5604a82d3f22f381e2349b24203870fb9952e8426fe97efcef5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/state.npz",
+      "bytes": 2080306,
+      "sha256": "8901c9963d8ddd7eb0cc38940330716b5491416f21d3b4ae4084ffda25f24f77",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "1d98fac49ef46c05ae074471da3c0678a4377e242a8397c7b2819ad7c92aae75",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a404872aa5bae4850fcd0988e4f4862cda2b2cbf32ad67057c2ee51adc3657c6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "d091e296a106784fcf541c99e73c8c0bf3ef17edf44d7b0b3b22554441d2b0dd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6f74c502942145946e14c8d5f9d520839f5d90bee03fc31b663d80f32a259f1b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4245827d30eda0a2830855e2d06d0f0d904b280485c12ad62ee23ebff96b8391",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3a6ab2761ada4c34d1856e8cd688a59679b52a0b53c3b72590ddc039da2c06a0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320660,
+      "sha256": "3d50a7efabcf1b554efbb9661035d6ffc6d30e298d78c65373e34682c71e886c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/state.npz",
+      "bytes": 2063059,
+      "sha256": "6adeff88abf77df995bd402f6f4f4d6ada9e7cfd31b130d00ae612e944464d97",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b5a4ae80820d05a612ce86eea8ee0e86b4c48aa8214b04b8039963d5a58c5ecb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5948450ac1f7ca913dd79fe08ccd68d6685d2ad3a9e76f8cb4be39d37888b5f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "15f8ad42878460920cc48928225e5b7f4929256c01dadaaa7e9a0b150b6928c7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dc41aa130544e72142ebe6f54105d94aca7c1e06a029c8c3addf12f1e0e6f44f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "10dabd4b522d5639c27a5c95db497cd0a6e0487fa63383bb32ba32ed6fd67ad4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d2c2e6d551cad917f10b149eb6f94ee17b8584559ffed6e191655ca119740c45",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320570,
+      "sha256": "6bab530ba0dbbf6b13064121bb910fd0f86e7a8699cb67cb4d3fcaf7b5420569",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/state.npz",
+      "bytes": 2065553,
+      "sha256": "02dd5bab61f5fb549045104105e99f9c931002552dcf9cef7a1943fae2729bf7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6d70fa5c98d9c917c54a10e2d902e488b47c68e04ea5b9a2f61965b3a478722e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "54b74be13e0da23edc966bc7bf12dd54568da628d53108988dfd7a58a6c04d38",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "90dba32149535f167c4afa9ed38cbdf3de066831eda07cba7f77ab53187a7ab6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ffcb780450f77642582f9f726db8f64d96dfc53859591f9d249b2964bee9b538",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77dd593f6324cbddb48147c00481998d20ab2a2dfc3c9df8ad611e5e143737d9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac2a3089b1c3ec02572f762c95cd603d0c21c00441660f36b2ad264c1ff8ad91",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320785,
+      "sha256": "dfb1d5a2effe7a409b507869d94d69259eace38e15544a51edd6a49b9c946e56",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/state.npz",
+      "bytes": 2089628,
+      "sha256": "9eee167d3497bed606fe65a592e890b43ad11b46f8198a2fb836cbac02c677da",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "59e370507404be11f9b33576486ebe9e411d3ee9adf44ee062951aaf7167344d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6755a0f528838cd196f95964bbf49812c521698a9ff4891de4b6b3dc49c144f4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "56a6dbabcfdf22f70ffbb541975405abd46938f12e74ae144dd7da5a879bec92",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8e66c11478571b83fd618f61fea06e8efee80cbf1335646e0a89948edddaa4c9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e7824eea55a70b4c08cc5d315aa949c5291d08797b3816cc5ee162826f4de87f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4cba59e2cfc28c6094e2d2e63f854c4cbc6e1ed8cf64d2587755b0169279732b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320860,
+      "sha256": "2cb200595c7d0c568f5e1698f23feccf4d5761f5e6755f72bba2f7ed2269f5d7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/state.npz",
+      "bytes": 2069474,
+      "sha256": "65867ed036d5bbd1c043a99dfb905031dd20cf3c709a69d21120703db57e4aed",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a7bb3930a8194d5206f2b37d588d792b20d0dd3be0ca8b92fc1c0052a636a371",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5505f60f4762f99a58cda63f361cce3a4f13dfcc88c6a4d96844bdd82d8c20b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3307e240f06ded4d0fdb81a936b21ae4c57c66ec64cbeaeebc65ee8c07e78f11",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0162a3673f7fefce6f56daa3e6f668f69557cc2983e4f4f1e250e1132624f364",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4b3cde2f7ce5cc5cdbd2965e5d0f879599c7075aae98e0c1e4b0e370ed978f33",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1a28443fa34fc76cecdb0620b578097dc9c69318ce46b8a14b53f078d1f22b81",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320671,
+      "sha256": "1ff4e5526f2c573ef58ede8be5ca3b2d50fd136fb1430cdc6bee85d16c007059",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/state.npz",
+      "bytes": 2091929,
+      "sha256": "4bf7fb589a122c32cc5ff3199c578055c056c95cbfc988f0e8093cbd248b3cbf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a07caa9b470296be671a9dec2c5de9e089b05f8a4001cb417dd149c0db2e5451",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5375fa3d2f0746b4e5f65eb49378b775a26a2e48e0a925c1b4aa2ef29e6ae10a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f21bb846df985d932b67f71e3cd1dbb5c1cb91cf5c0f59e84f72032a09da9cbc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "06467e2786ce26ba3a58eb00e3b007e51703d0dea9e3692438daa86209ad80ed",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3f0be26815c395586577b165b4b6d589fe45b08bbddda3fffff8b5b5a8737f5f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f58d8d3f727ac0dd5338572933a5ca96096f00530ef9ea42df53cbad340ba10",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320834,
+      "sha256": "47238ad0d05d42be8eeecc3312be472e6e277cbd1080c7266823858cbda976d2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/state.npz",
+      "bytes": 2067060,
+      "sha256": "87354769784bf6b88a88e8962374bdde2da68e9bc3e0f99e53a8aec95111d2f2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7bdc08f07223c59a98b582930908fdd3c21698ddae0c1c7354bb2631dcf1e6db",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320743,
+      "sha256": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/state.npz",
+      "bytes": 2122904,
+      "sha256": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "5c941224d797211e94e44e6e0496a35c46dad17c044577c24b39bba3b73e83c9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34dc5425c50a5473ee4574efa503e93beecc481cb832716a9e7c030c3a9e5c30",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c50b182a8ad32eca18ab737790c930a4a29333f660c47c9ee63702dc74b4e156",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "77c8f7eb8a55bb29049e6db25b37f601f59000f7c4cc23a1a890c42fc008c0e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "81c9b6b9b69f975f6025dd5dc2ce8d651deefbc7e9a6b4c688227ece136e92e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320743,
+      "sha256": "6c221eacd26189f00baf6da16b0de99238355273be254f4be2cb44b41e940592",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/state.npz",
+      "bytes": 2122904,
+      "sha256": "d629a28a913e5b8d2948022c45d53153126e1e8e8a4b0ab5b6e33eb4a46df565",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "36fd37b210b69f4636cc5388652894a71082b44fdc4290b0a19f4a31678126ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "394e8e40da40efc363a8aa560c23607758d621a581176cd8a330b7267d013b23",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "32e367ce5fbf9579c4a22e511cb8c2d072c29fdb40ad382c2bab437cfc01d065",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0eb3395ccede202f4c06d692958a16cdcea839fc6e85d633154afcad8c7bfbe5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c5f2fdbe6055a68bc886925dd01174d46500e4b0244c92028264855e680c91db",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "07361b6bdd6f3c75f6aaf6460f88e51f80108ded44a8965baa195f73ef9809f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320662,
+      "sha256": "3e618f7ebd2e00de28247467f6e9c6e020bda769a41a4c3c1f73e37b49c82467",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/state.npz",
+      "bytes": 2120666,
+      "sha256": "60572624c540c0377b2b48d39d814cb9340b78ef59ad16bcaa77029486584771",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "494b5ccaabda99c9ffeea8ca7493a392055a5aebe55466cf3cdb30fa873cdc5e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "007df4d22c31132332672b29b71d7ce19b835be93a39274bb24d9eaaf9090319",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c38f3168f1315aa2fdf02e34f7b695b305dd722096242c6180059bba24203a12",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2cd0f46f3ac5a504786add9c89282129bed51064cd1935868007d24e8aa4ef07",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1e0440fc7d9521e93e266b3e01e2338cb534c94679610ba93a6d74a7b59e0254",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "accce938b5dab6a15af00fc5c35cd476e75a85d236f613ee56674af3a41cb099",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320421,
+      "sha256": "2c30d8b29b7d72913df6dc047d341661f77e42220bef42f324683aaea1f567c1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/state.npz",
+      "bytes": 2066784,
+      "sha256": "914eeeb84311271f1191a6aa990ce467f3cfa9a33de91744d698b32148e7fc4c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "bf62ae9a56791ac7ea79ba821680d165962db865f33737b3b85cc9ea44931d78",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "48f2b648ae276ac5731feb861680e0f8afaf2e90e28d30c980fb97f4b34d287a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9ce4c42e47b2cfd367a5dc33bc685cbb18266111afd09fa365ffbb704e721c9a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b1c4d9ebd79c29400d1737cb0f2abca03f2da92b319a1c05531d3f99d51b9b61",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fbf62a04ea53c22f8b80abc465e9d2c679485f9faff7aee10d20c1d59924892",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "2f81d7e25f8f96a1b4d0e460f71ed74204cc09326b362b93e3732f31b0f0f8d8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320816,
+      "sha256": "07553a422c1275c8d1b63f2e6da04cd01615d02eb5d50cdd8a4d049f6042eb6c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/state.npz",
+      "bytes": 2081689,
+      "sha256": "7a32c17e2457bc3ac267834d1cb97cfb97e122131ff827d328230cda349f3647",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "1ddb546e66371fd7b1d6f6bf630cb15d07b037c9a21b7f9dc18a99b7ef70d871",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6baf311f5f615bdbe52d19bd2fa9ce08179e6030f2c0aed3edc50817d16a194e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ccc24543aa81da3b8f40b1e754a55dc0d0edf0518c48820aaf1d4117026357be",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8e9263f3e5d2a34b6f1bb951356ee501687441f798f77cab85adf1f70700d5f4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4999fda512a6bc26c993a9db20e951a692bcf8b84b9a86406ea42b37fd537e6b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ac4d70ec6e71c060acc0281cb0bb678df658266d8e290246126aa1c08457166d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320022,
+      "sha256": "699fdbf2282105c153c1e1a362fddcaa3f3a5ecd784c4e40b7a1c79bc4c08312",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/state.npz",
+      "bytes": 2036660,
+      "sha256": "3f7014ce074fe7b7657cce45951f94232f73a588dd44fe20d0b79b124d00e1d5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "f9f91a58f46f2865c0493f9fc7ece8930caa0ceed69d7a13de0ff599c3a14c96",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ebd6f41a0b635a8b6d36819d97eadfbeab5eaaab7f1fed5a41e0db84cad6ce9b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b2a79871dd604f8c062598c8014711242699dba435db4bea5b75b088ec38a191",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9ab8412898d43ce905382b501e2b3f1e5b0d0b5c20da664b1863a4c165e66371",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba797456b196bae1399213db79823c8d6e48a56d270ff5c87beb9d929b8829b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32146beeacc8fe093b1a213ccc6c4398769015457a92a9f903b4baa34e5c9fbd",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d3c6c0ec344876961cc63f2ac848d098f44fc68e0cf851cee33014c8d2e78914",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5aafb32d3039ff47a2a951c2d2fc84b06e4cdf134597f3ea5478e0f5b968d7de",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/queue.jsonl",
+      "bytes": 321029,
+      "sha256": "b80fc3f830a2eb44d883b9dc52f829c62fc7c5fc6f46936c1af3cd447cd907b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/state.npz",
+      "bytes": 2118378,
+      "sha256": "1d077d597a739ee758c1ea0ac07cea5b6bd269364bf295547ce42898f23e1135",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "08e644319916a618cb326cd3604e9cf7ab51d3f4ff5e817728e7ee258369f4ca",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4a5edbd6c7823c4e95930750677ee6533e020f38e212b46103f7ade35f308f99",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c8e98a05da0374558508e2e802e2ad41f8924169d899172b349916e41c86c9b7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2f4c9af83d42fabf20a3c1644597ba806bf153b4c0de32fbc77126a4e3e37e58",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4571c2384c71e075ee00ca9f97b76895ee156a8fa4cfe186f2df30d5821e81e7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "16801c00e404f9a9ebbe0fa967ef9963a87c75542865142e2d191f5bdd2afbdb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320861,
+      "sha256": "a5e1f1e91c41b0d6c4923dee6bffb04d76b1891c19e0679c75f992577daa728b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/state.npz",
+      "bytes": 2082791,
+      "sha256": "581277b16090cf5b796f306e2b772195ad08cb5a1ca814ff2cd54db402bb126c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e58f00f650da5cae15bd63dca5c998faf0cfec6ec491f635fad2b9fc7a812d17",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1e36eba4a3f35a5b3f8c22553dafade2924e0ba4ca0da8b6d7456e8a21225faf",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e3df35293580ba5a86e78ac2da10b6ed27e5c9b1b5af7498610d8dc67aef3d5d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9b38719cf96b9a3347ae4bac08457354e68ee5e9fbccb39a79a8f61bcf5a98e0",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "082a0ae84c18695f599d324cab3b0bbc24cf95c5e6bb39d408fa6125bb775239",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f703d0947bd4d7cbcaf923f68efdeb6c95a42306cbe4a3993ab574c834c8303a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320871,
+      "sha256": "d6a77c29b0a87c612c737bbcb3ba2508fc64069b175041a7872a20b0ce291818",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/state.npz",
+      "bytes": 2096007,
+      "sha256": "b5f3401552c335df31b0a6ce3c2d8fd032e6df7b2b489ea61f11e1b3f9e3d45a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "cf11b6bc9c1935ab736dde151b161411c2e432b23e81f89a86eec3d4c7510f84",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b8020bfb4cd5e683ccc17c13cc03db994b8c6b6efecea7adc6e00de398600910",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "af6f467eefe1c99e7b9fa4a5a42de24ae55237d38619307cb64ebddb75466f71",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c011b5976397c4107bfb32eeba524d97c9e0552417d2c33b11be7458f4de7935",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "175a7c2f2c3d98ff1bd7d70e4bb297c8b030c76eea010b3c02b736d7d09c0598",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0dbe7bdaed6d9183fc6527ac084821e58ef091756d018b5434e2ccc500d64414",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/queue.jsonl",
+      "bytes": 321045,
+      "sha256": "b81386bea49809b46fbaf3a10a4118d26b6fd7502f7f26bde657b668c177f51b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/state.npz",
+      "bytes": 2116428,
+      "sha256": "d68d6bff39e5245af5240776e54aba0fe0575ec04b09158b3f4c0be8afbe2f31",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "18f00a662ca9a42ea00b31ed459ad7ed981a04ac884441d1767dd832c3dea64a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320840,
+      "sha256": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/state.npz",
+      "bytes": 2095575,
+      "sha256": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d51e61cfa29c33bd22205d63f54532dce1091a4082216b905496a7060f2174ed",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7e510667122b481cc3948bb0aeef2fc8cbc32c00314d8cf77b68050c225a8781",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7db2bf8fbd545c2c2a64b827f9d89f0fbbe544c76eaff53e4944448c9d866a8a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c0708a47df2028faa920e52858b9c9e91401fac5d884b5e77adf0c946aa36668",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f7e61e3e5dbb32911a9b75e276e8f878ac213fd714d8abc955694ca8255d30f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320840,
+      "sha256": "20a76c2fb4cdc14279077b84a8a4f141736d361cedac67f233f3482569b20f42",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/state.npz",
+      "bytes": 2095575,
+      "sha256": "a035083be036c9968b7f863ff5187072f4df72486d4655ed6d4d2e09d6968806",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0f387b3f608b8d55c7171d40a6fe7ad5697be4f7c73dac3e4ee259513581f568",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "24ea3cf44da8413c1531e3886216fe85396c77e320b79732fcd0fa1525a7a920",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e5a6809acd304796bafe5a2b46ad85509a82cb438aa13763f8573407c5094e33",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9a9425d3b8dd15d7d6137f097522cdbda3d0a88ae4d945cdd53c6c5bf7f79095",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f5deacdcb5c2f7b19647d1f0a523ee95e60e28be078d37e7eb876c65fc1e17f0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3fb0364824401c285605f56e90703b0e1a5d10f18f2e53f3a7a5b03012ef393e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320652,
+      "sha256": "e1f7b0b80d1ee8d0669c7786f8b0a296aa5034f574c541d97e419a4d572a5c63",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/state.npz",
+      "bytes": 2069287,
+      "sha256": "1ec78574f80411d9d04a3405ab497f69fb39e9c9b7cbd8ce9819c14f315f499c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "415c604f16d8d130084e2dcf914695f52693e720a4b9180c4557baac9aadee4d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8ba5dd6e699bbf98414ffb87a9432ca1cfeda717ae0101dd5281279ee99f7ca",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9536317415a7d407cda108b8638c3916e832889843edfc14932265aefe3a4808",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6c3e2108d3e03e7353099aa747743077c98be9588dfc04a54fc1faafe855e403",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f6ab11756c87a5b4e79b7225b73d2df31f27c650a773d9e7555d1cc5166aa8f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "60d700d53f33299abdaa11b6d47597e60578b2806f7996a589b42f7f30219441",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320426,
+      "sha256": "9d4ce9ebf46d87fc28933492a89cddc19815e2936d0fa7eccdfe8758b223a859",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/state.npz",
+      "bytes": 2081902,
+      "sha256": "150450a546b45b67668e1fa4d33f73a7eab39a7c4c019900fab501640dcd8c6b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "42daddbfb5369c2acd58635deca14e1adcef8caf512b00c11bcc48d9e203a919",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8ce1f893bfa65ab01584081b1a93354900e40fa3cd6263d93e8afbafd388ac74",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a23117eb29018f0adfbf0b0044d87309619b854fc4dc5f2041503bb2e03041dd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5b8d1d9c2b3fb669fecabf658a82ca84cac61968443c0cea5f2b2c71e559fc6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "481aff5efc6ae095d015a5b18d63bd87087f41f41e77b9291d630296d7b9de72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "51cef95eb4112ffd6488accadf4898b9d1ea5c5a23a3e0ff6b3379496c453855",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320668,
+      "sha256": "6ccbc63cf66114bf501d0f884e2f7322f529cb804ab0379612fba0510ce8b5e8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/state.npz",
+      "bytes": 2102038,
+      "sha256": "507e0baf4163f86768ecb4b8a130112671cb8a25582f033bc511ab799597d09f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c26011e148b7b8ecf18ec80e86d0c39f95689619c608d628f7ed7c64f90beed4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0947f3b5860bfa5b6434d88bb605266b113a77547554740cb853338296411967",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6e6519024da189dbc4eab232bbf55c50e1aea03cc980534d09b4234c3b83d20a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32e5db0d575571e262842b39b09cdcb7b876b9578abaac4cb42dfc966f1b9022",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ef5bf4a5fabb6363559c44cb02dd92413477a9b275a6465b231ad6f3b51cb6f4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c130259f84b22c8e8e2fbe8d59d8a5c98254b30d2d04dadc2ac70001ad6aa4ae",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320442,
+      "sha256": "818351c37065e65a400189c43ecc517a89496e4c48f1b6913113064fd1cd0dcf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/state.npz",
+      "bytes": 2107681,
+      "sha256": "4783e8a56838ecec437dbb0e0e6812ca065060477da1300131f59e33fd11c0e9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fe11a7fa504c39fe026958e8f9ffbc6d7dccf35839a5098c72232167c0e0e656",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e44fb9ff51a68aa59ce19ede714ca0b4a69d7f7c6fe08541aa8a135d688b6bd9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4ac7a4da5150fdb7ba55b5982339bfa0496af5c4a84b0e626340f1828a15d537",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4c3d6d05675895ee5159d0b500b647ff7b08d0c21cb8c04abebf01b936dec4ee",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b7b4666950ccf90ced501cdb1981f4fd940b1f87d86ffeb37b4f73db6b61cd86",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ba7050e8d287de8f54d5d34db4562c5ba0a928a72bb7ed79b1bdf1e7b2ce11e5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "31fd8b5185f5723a56b46185148bb8b37593981329be641da443bc79c09c0218",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/state.npz",
+      "bytes": 2106017,
+      "sha256": "0c1f356008bc9e2c0bb904ba01af98585d72ac64bfed182d0cd4a06ea73d78ef",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9dcda05383c2da318f11cbb2c8217c673933bb6c2af81d6de57b407593b9f896",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c510da5c81466a0cb7c3b9a7c86dbaf2fe5110e9442a2d319d5aa917901a40ef",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "db4db9bdff85780de832bcad8f37c9c1bb6305600fd99ce459896715843a0eee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "061b351ecc85d2d330e5a9a39f7ff6f27712eea8a5adf8d7cbef7f4b094f6a54",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "c722fc79d3cb20fb307329a46d56b8b739f80d474924af874d7d43039fd7967e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "863921cad8daff911422e56b1c7555a94de6b476b9f6cb208914ff88775ad39d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/queue.jsonl",
+      "bytes": 320913,
+      "sha256": "84bbb6ae20ffadf18fdc5a9f08f8768bb989f11bacd5bcc8fabb0e2d671973ae",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/state.npz",
+      "bytes": 2090148,
+      "sha256": "0f2851a751f5aa1b1be15af6cf508edc42dd70709e67503b3c32a452ee39582c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fb091bab68743a48b4b31b321c8e8b508a54c48fd27fc873debce49995a57ea",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "992cd3935aa1ae718ed4db8a708239349853138472b51f985001960234aaa96e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "38c4b54884c17fa9980c5677eb16e406a59dd07933b9a89acf894dd75a2a4970",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf231ed4edcac974c7dee858cbb4d12a95a7c37cec8a3551449571154e24c945",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d6a759c36de3898308322b021cb60ac8dab4059f2c36f41740ec4e8654f5272b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "13bec6d05c0c1e1c50c410e7d8bcf8d3ad3c4a101484806b3570f7df7d65fd37",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "365231f49b92f03a97519ffa33318e59ae6acaa0972a07374b09005dd905bdd9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/state.npz",
+      "bytes": 2076741,
+      "sha256": "082732d4d7ff1b7b9f27ce96b67ab1c8c0981e429fa48ad5b64c6beb583b0da7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "708b07e6fbc720f730b3073397b6f3ddbdabdaa61bafe7d2d4c99c789f95fda9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8d91134ab39d9be9bfbd82e7dddc2e6faf3572ab0a660a4da78f2eea34d1fc6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ae3f2b15b26303507a62fee5545826a448a6990cbac969275fd9c6323c17598e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0dacbbb1619e97f741b8637dfed40fe729d0e6c89f0102dcd9436f68d3a33198",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "643286e70f5c21b0a2e870d5c02ad5489b831b8f7b96372e8b18a828e377f3a2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "de6637fcf5719de8dcd177ad3435ff9abf8e44f03167136d34ba2061b123eebf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "5e42e819c2c932d0fe1338c4c46991875c35ff125807d28003fc395e91471325",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/state.npz",
+      "bytes": 2095164,
+      "sha256": "648e750d6eff3dc5cc727e6f2c5b5ca1168e2107ab2c106bbfa46f22b2245e38",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ae6e57a526ddf24b653bd8b2ad37c2d9450d833bb3130cd49dc4b2c1b42b974a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1d3d16b0489bce215acd32d2a7ce36786adc919111edad986f298b4665296c45",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2e01e2c7fd5f7a2857baf2736a5c00c280c00a40d1f70041063c4081198dbed2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "80942a27bd630506514762c029414394788a8ec3db0b17fc285b866401582173",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b26d29fe2d621c8b868dfe0cf841710913c298502d85f2443d5f8df46044215a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7a22964dd3d316e225f40f4e2300eec74115fcc022189f1023a5bbc1b7763188",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321027,
+      "sha256": "c6a3bdae42ef999d2f5443edd4b85a59ffb27c82739592c39143604cd0ae5fb8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/state.npz",
+      "bytes": 2099700,
+      "sha256": "b6846049a9b48989a48a27d86db5a1e4f266c1d6a52f43395c35385edb49e715",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8da55097a6f30efa4504a2a3ad44a250ff8b311f9501b109d299b4d9e2d72d75",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320549,
+      "sha256": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/state.npz",
+      "bytes": 2099247,
+      "sha256": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a65b02911e58911b890d33d5d894d3524c081f21f7366ddfe492fc1a907cd380",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "36f5826f432c767e25ac6f5d62e71bb2f3c76fd62ca560eaadcf4ec776df8b6c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c7c7d66935cf1bed5d11108044855e20c0b324aedd4d88201cbdf691c12aaac",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47935d1b98d3989923abe2575fc0d36ada79c9dadb6f8d3a4de1e94c7cf58762",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6fc5fcdbef484de3c1d4bc745ab824645e7ac2f809d96536acce4cefd0a1c957",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320549,
+      "sha256": "66a53e81c84336da4d55fcc2038fc613d9e0059185adb2f380a4e09541a6289f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/state.npz",
+      "bytes": 2099247,
+      "sha256": "1141483aa7243ebd4a153588f82fdd45ff3ce028b71a3a0d1dd73226d17b2532",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9fd7ce38ea4d64489255f52a6ddcc55fb8df303bb5ed8e46ac0676d87728d473",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fc864117b11779273358c9c16313636c2da0e28e0761388a7aab9bcc10c17239",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b37079514383e66556f37a9b4ed96d9efc299961bc219e1b08854c485ad0c1b2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e8ce1ade93c62761929102395d150ba5eea7a1855b7d5d9a0c7c1e1571a72ae7",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9c606fb372f4eb366c2eee662c8ffeca64d923d7782471fa7ab833e7cf2a7895",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "27242b96948c480c22883a57fb40960260bd41892eaa95ab1325dd332d0b16e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320243,
+      "sha256": "dbb6f3e26eb73ef36a23f940e79b1b4b3de091381ba8cf5a64e9e0f3ff749f62",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/state.npz",
+      "bytes": 2030113,
+      "sha256": "7055a2ca65c9a54d08f649ec1ecbb42068ad90301ce8e23088b51e18c00c1af7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b0429f13a1a40e997d59a1afe6071375f9a706869ac9b752009d3eee425c261b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d29ecb9dee07a95a0d7761d6e5284a3cdd93b02967cca9318eb6422e99ac0a05",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8a3c340c19b69112cf992d8da80bddf1e77bb05af04be3bdfc4da6f69119bfdd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "758a3adaba02d665815faa33e6b7905f30769667dc9a1e6e2e9191cffb90d9bb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "661af73bd75dc1aee03d21dbbace8df0b39a6c93dfa90f368b3fbc2b70ca0bb7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8f48027e55f33a5cd27610e343de697e132e96d102c402ce849cf60e3dafefe1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320689,
+      "sha256": "40cda1d8cafa90c149417c07c45c61fb150f3b1426c8c9327f8d020b41d88999",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/state.npz",
+      "bytes": 2099055,
+      "sha256": "5934b1739534b1a9716d89a29b798e4de80dd6dcf96627697d6dd5601a04ba14",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2ea6648b47e1093a84864948402e44d13c41574aefa85e8ac3d1a0fcb5445fbb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "950d6e70d7ec35f5d8b4fc69b0e113e2bd251d68707167a2e0eb1e4a4e65f34a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83ebfe4f05a65fd452a1dca52beafd801fd8d0c031ae36ca12792f9e10905a8c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "47b8123d474a39af7367e7dfb4274263b9b1dda8d6959c838ed8e67e4c88b938",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "13ca834333bff51ab2b4e429ab877ba33f69af904fc9d39efd2247947109a379",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5556326457035afd185dc7b89930caf3973b61b850d4f518594186ae5e8e3fb0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320637,
+      "sha256": "2d0a7866b9f6b94947c14003a9ebf85be058b4b5334a53a118e52882f64ada3b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/state.npz",
+      "bytes": 2103550,
+      "sha256": "324a547bca3ad71707e604d1ce3b9579399ebe169d5a1c89b110967aea5aace0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0404ab8d946150127ef753456d7a6256f0ef0739e2207c9d82f1df93a3efd931",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "541457fd3372852b66388940120cfb9a7512b515961e14254df6a9c426349e5f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "2db6acedd9decd3db8f13d065e880a5c5a97ead59fc5244a1191d2a169b06dcd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "3be716ea3e2b74297c9f3a9699982b8392b05877f26740487230c606275d374f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d6e7188d3f13f5e9f991da49f7670dd2d5ddb319f940dd2ce9787fd5fbec872b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "410feef04bbc781b5a507dd9d69bcab199c766b0e9d8d8d2ee1d05d210b98514",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320293,
+      "sha256": "f4b411d0312c6ca828667a083f925ed1dc73387a564a0e5565420c3ce459aaf9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/state.npz",
+      "bytes": 2092918,
+      "sha256": "4467469e538cc4d104218103503cae7d3dd295978c0105fcc45d10e55cd0a923",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7ef1eb513c65999f65e8d418c2e59465afc8b521695b5806858165fa461962cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aaac4c7b5f490a72b93e58ca1993a5b9295cc48364c92807ec53470095a1570a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c8cb3edd22ff828d0d55e3fcf480d3d62cb91b2922c84842b34674510d96499",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "098c3ea4e4bb791c9a5a75ea797684301830a064610619f6f6abeaca8469690c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989fccf0cfa25626c6caf48fa4f217e031d482f6b4aa121f8a93500a6494d23d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "09606acade44e264cdb09c44a57d7c3149a431c7d21882c55bc5ec8d10a7c280",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320804,
+      "sha256": "c97e5ad398d534c3465a8b5226e18b1a14b2ca35a62ba1cca6232ad983857ba8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/state.npz",
+      "bytes": 2060644,
+      "sha256": "b2269da9b3e11b1f96c345136d9ae8a2399dc2cb29771bd7c8715ea508a9b4f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9ef76c16e919a006c12c53f65fecd1089e9337082d029d79d17f5f29be68f558",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6353a69af78afe0651ce9154083aa30c899be1c4ff2cf40a47d9a0d2143f8ec4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "98042eb20158dea660bf6acde853002176fb7dd64b7f39478572d4b78f6837ac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c81f23af4b9e6eddd027853f7dd98d968b5651ae10a7677394b4fc62995dddd1",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "8f971e015ee45db06fb16fe0bf104bcd895b36af68bcca2e0b62c75ded5c9fb5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5ece7f086411835ccaecf3f8ff36315c526f41d43c797dd2728b5c87a761bf55",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320768,
+      "sha256": "9ab3dacdd5cbeae92e03dfff0e8aed0b97b3535da9a4224e33e288874e4b1cca",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/state.npz",
+      "bytes": 2105436,
+      "sha256": "46c1005396d3fb787d77cd4579a72d52ea76eac9153f5740738636a9a0aa259b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "03f0655ec25fbd14b4a00320994e9daec398b14887fa8613832dc5287f9a9321",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f0ce18d41a955f151a8b15bb763a7e9b35bc0646d4ddfb59966831e9916a8ba2",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "99e37f1048922b6a4d50deaaafa73089bf75939d4c93af6c0ef8a6e8f5cdd045",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8cf491771a018a5f07e4296faba4bd1dcd5f2333117eaad7c1395b1e3d814cf9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "8551ed5ea7214989214be3e1f6ecab136b814b6219ee69ffc05d9bd060ac3856",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "76389a33438f134b687273ec179b6f8ab944f41456c8594e02287832e7b5488b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320867,
+      "sha256": "0a9dd0698ef540907f60710a396c211cf922d14033e009af630e96c36f3504c1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/state.npz",
+      "bytes": 2089910,
+      "sha256": "cfb0274945354f0e3073b9c65e41e4e62622ed00721e564cdb27e14117dcc1cd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "250ae9394e4214fdef01938e12081001b29dd1218fa4380d43fe3f2f1733cff5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "21858f7014740826f5df4164726e7f636ba8006785c30b04edfcd20f8006ebb6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4c9cd95682b493663399aff35df75c9ce8ce79a50676cd2bdfc880723c438bc6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "63fb04d279eb0982f538b9a2e5a8b058314debfc381a3d183d4654494af0c748",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4b64e7479b327570509ad43cc955b470a3b9ed0a94043944fd86504b581a2ee0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "bf264e68763eca87755388c7d62bef97fd516660ac1be182251c91150149ba4e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320774,
+      "sha256": "58f6d56be33253df19706db40b71d2a1cdcdc65d2432301c944fbc6c9410c8ba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/state.npz",
+      "bytes": 2091936,
+      "sha256": "911ace9f3f6ed81011c8b9d4a1ed141d7d3d2496b41b856ff42bc690b819ae92",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "65c5d82bceffe93757c785dcf437121518c1db5e2be40d913954a53b61cf2fc2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2c18cc88de3cd2142a3e3e810c455ae32572771b33cc44424fde48f82755882b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c9abb9ce731078641fcadb36ea8e9cbdd4d972f46a36f944a6504b38b0ee8afc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "624d0e582adbbea2ed0de422870e6af7455a78eda7665ca28f773399657e41fe",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "47ba7dc49b15a657d17c7b4775c15e42ed57ed64ab0be1b933ce3ec000e4027c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e92121f83f848951a3b437ef5508dfb82f44baac13d354503e95cde9c185ec3d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320813,
+      "sha256": "1423b9f7b9c00b25b120918bf20270a2fdfb0d096f9d49afd86fbd489789de76",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/state.npz",
+      "bytes": 2086603,
+      "sha256": "77eccb870896d2485daa28026aa995af4bbb166c61b90042ec58e435fb0e7a89",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "007f80db5a97148f20003ba61c031fa3b99f86138a6c658d7217267ba4f03223",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/state.npz",
+      "bytes": 2131160,
+      "sha256": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7ddb3d92d1e78af7cce6c3447b2f4cd6e795b915bf03619b076daccc108c7af3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3b5bc3bacea29c7e4953b32b46ecc904bf1f8c6bda19dd7dc2f62b24490cc298",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cde6d72e44e9484767007e514c1ae9e5e19ec1ba5813209d09817b1c6e077886",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9cefe8e42b83943f98c1a01ac3a69e084fbae8d0c4381d773a884d09d78b5396",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c89d90cc33be1c971eeab2e9c9b2301cb81e78ac7a3d1c7b00ee74db81ac660f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "757e8fb1212c5c07a948a5f1cc461bbd9108f1c908b11fa54ceed5ce674a95a9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/state.npz",
+      "bytes": 2131160,
+      "sha256": "711f364e296c504842c2aae7db53b5927dc7051135c66f53a9a313244d3eba88",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e6cef96ec99e15d483bd87d219caa957bc50582d67815bf7a80a8ccca34766c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "014f0880ec48c580e928b5cd8573562e72b58be7b5f647a875d4e6f2d8bd048b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "10dc351adfc603ff01cf11b71535395cfb01f4e32a942fa7dd47139326de03b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f7962f402cf7abbfd9eac756a54111df86028ba60ab07cbe16b74c1b7c9f3911",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3da35c5bfb6debd895301ec40da1b33e7099e5db7a74b57e8433478906acfe1d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "055def1e3a47855a2733bc2a1b4e65767899438136f8698eaeaffc5f66a88c5a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "43b1e98a2398f3bbdf81665d472fc40bbc6710df682240a6f61b73153105fadf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/state.npz",
+      "bytes": 2128653,
+      "sha256": "e22a0e9db7b51806abbf89c28a5de65318093d725f3211d41a7028b5e6723327",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "aa27549da32c37abf86c7dce5677aee8008529ccc4334937c2c3ca6d23d51efc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0736d8c3295d19da7a2954966bb12428192bdc9c132849fa5c2a9e9bbbec44a4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "34f367a6e4b7294ef64b6088ad4ceabb5601f07b15c2959ccc55ce9e17adcbac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6a23f22b9259f33e6d289136d4db446ed6cc3b67ca989d7effce0ef779d49021",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "28677f7eabd43f3be417c1447173341565e154d08a3cc80320f4e8850a5a2d25",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ce4d391ca7419ad37a4b11202d3ba6d6861b426776d87afe212c17b353f39988",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320377,
+      "sha256": "1c485d2f1cfed052134017aec12513ea7d4dd7f9811ee9a6ebf2cd56b5e09441",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/state.npz",
+      "bytes": 2047588,
+      "sha256": "65f9cd238afdaa0d187f3445d95729ac5791692304e70a40d22765e85c7ea3ed",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6f4313198548ee54a7646eb674ff1aa0a85176634a0983132f0f23ca11d8160a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f4ad8e5ecb722ed74b6f06bd585f16a729bee8885b89117161b5eb6a810a625a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "d42f2b026bd2565c3eb01ef792671615fb9f23e34741bf54cb784645d4e126d9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "808b78b9b2c6ad2cf1a527eab0ec97374d261ffee4802e5c3baa5836d1c009a9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d4f835833480b80464c0fddcbb2213c8881ee07fdc718e4e3790edc1bf1a203c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "7854be275e5eb52135fd6c92c5a83549937a83d45729471b34eefcef1b178f6a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320681,
+      "sha256": "c8c641aab63b0ed8223dedcc5c592c221cc799b329acb6fd8420e2e695e7104d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/state.npz",
+      "bytes": 2093412,
+      "sha256": "604f868cdf929f706062a64943173c95c59f33feb2e77aa80e6b518065670156",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "5cd5bc1d89dc289f3cdc206423c5957c9ad42d72ac795653b2eb849e90219e69",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "27a754cd3dfd9482a8a6616bc39bbc92c2c2e5ed44e1a44a8be4e7bb3fe09e71",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "aa75990e07b2293f75a37d8b3f07c852efba7e931d97aaa516e50244c4b08f66",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a475b5d108a77b4ea15b56251ba166604f490c4be7c4ab205de572dc0773e508",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7d2e5a7d0c5c4cc6e594114954cf9df6e1472b18b808b0e644fa5c59f0c8f2da",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "30532de4b4521e2c317e392e0bebfc5f66a8426861eef58bcd0395061227b797",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320018,
+      "sha256": "00e8e65344b5d36973350135d9a3dcb6ff82b7031a35ecd89299e549c240977c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/state.npz",
+      "bytes": 2041421,
+      "sha256": "a012bcd835f3b33c09fd15b39721f6d36d20aadef1d1c06a8b732f335d067bcb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/novel_to_aj/novel_to_aj-physiological-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a395d7a6c22af43e081ebebb6b49714db0af2be3b4a4a2e31d51ec911abed975",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "0f789d0733a6b7ec0056f39c0522fa19ee21ad61db9da239228ceda7612dfde6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "44c7ed90a421c7d7eb771365661fb6f02842a4ebedc6171ceca4062627ba214c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7895e4bef3945ae98a9a0fd2d777e25e30a2f37e79f31189d75cfc5e1c4d5826",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fc037bf3efcc78821be8fc016b36f30a70da8165c5a681a56a83cc7c1db87326",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "61384432c32e0b150f329f6de4c62964f064ef0117959a6c777838325f5d5778",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e3ecc3fac2e3a6408f3fab70ab9d706b2fb5b7b3250123907af7839713db1489",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e2a4e90b3c237957bf21b5bef83ea6bbc9b848e53b0d254b8cc495f61fcdd226",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/queue.jsonl",
+      "bytes": 320692,
+      "sha256": "336f7a6a70dcca648395410b48ac774e704ef88dfc5c433f19bf36c06c8c0a32",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/state.npz",
+      "bytes": 2095924,
+      "sha256": "665bf1c4645a73eea8ad87d586fb0f815461946b72ef007a356bb3ee603921b8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "14349a36219a462c78fa1c77f30819ce26beeda29775378acdee45521bb0bb7e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dbe2c011f81acc321f0e4c34923215b24d88fd27b35f4bbae1ca022fd6638d64",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c03d9909130fafc3edda144476b3a4057997ff169c857834dbfafc6820fa1d9b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "72c7cfa7574558100b1aff4472d2d55fbc9e350a123665de08b7158c823f16e3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "54dce144c80cd577293e0d6fa3380aa0778d5a346a9c9b812f1df6b4f3dd0ef6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f6dbaca249a96d22aa288e4fd4e43653a3fe742679452b76433e286ef957a014",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320633,
+      "sha256": "99e74ef592bb9d3400dc040c17510fb0719028602981efdee9734f047ace26e2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/state.npz",
+      "bytes": 2103458,
+      "sha256": "2824cee2c0a114b9520b43a8c5d9a5c94aa50d877d1ed9665dbd65032083113f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "7f1652a3029cc8a69029ad06f826f0317e505c75eae0db7dd9e694fb29121f55",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "49d7578ac199ad1857413745beafc42ab23daea4e07f567072991281c04381e5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3fddc3810ace6d3e3e99120dd416f5235e2dbd1fd68f63e51c9da1d3b809a2d1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7cc2e6ad51fc3abdcc492ba53c569c405d850be1520370495b6d70c8f0de0f09",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7b25216084402f9cc98b66bc91a3839d57e582475de90564b73650880bddb083",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "47caa20494d1c49bd51fbd5fc79b34be89463cc221c70fb8ebc31720455aef44",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320747,
+      "sha256": "1bff8aa19b6ebd1cbe004d6cd8a1d6dd0aac7620b584257f138f1112833a949e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/state.npz",
+      "bytes": 2071539,
+      "sha256": "f6335d275e09c3e49d4a52440d159e8ae1e5b854ed958dde6a6c08d27246be58",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e70ad9bdb96a8139035ace249a443804ff397faa381e908f2da8e4d06ba234cd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "491f5de3e1e27d5088414102e5fc769291585b30ee4a5048554a6f046065be76",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "beb1462b25f55b7e82049534831ab2f01e50aefafce9aa60168e158d4b9c8ec5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ce1cf766729bde413fa9c295e4586846d7b9a9e105e37aa1641cd5388b669eaf",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1f856cb3e802ac0b7a73ba743cd22d4b08d25c2cc0a6b054c855cb77cd0b880d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "400a65e3e3d52a5c8165f9d52e55e0345242553e7716cc2b02cbb37e251895ed",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/queue.jsonl",
+      "bytes": 320086,
+      "sha256": "be9ae0ec9ac017175fc9d1f3f6bc487bcefffca0873afc5b2841df24b73de410",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/state.npz",
+      "bytes": 2063987,
+      "sha256": "059371b6908d4d1cbf99f05dde1dd4ff7c7a512803128e344746a2f10a2f4482",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "09f8264f763889baee8ede5abc4a527de492fc129058360d828356903c6ac05d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/queue.jsonl",
+      "bytes": 320925,
+      "sha256": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/state.npz",
+      "bytes": 2066673,
+      "sha256": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b06099bf6bd6602663951af8693437f34d41a03748fd96183519107e5b383f36",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c361bf253dd69ba23b9fc3c488d96bdaa88ba2e453eedf52249ca85b966144b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b6d6b5035dd098fbc3cb0052f890be538021bef9a41f8a01695ca31fa19b49a9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "92cac2428657bd8aab24beeccd98c27ecf7d78cbdb8c100d75d8f2690d70d31e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e0e2774394d23e7e25d97f13ca1427f0199e7be23f845adcee9063ac79710860",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/queue.jsonl",
+      "bytes": 320925,
+      "sha256": "df53fd6800319ce4605ad6ed92f7246e141e08e30fd3545e7e088d10af208ede",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/state.npz",
+      "bytes": 2066673,
+      "sha256": "3a0e1629b1e0352158e0159df371112d920a4ef4f71ffea80cb251e110150fb9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "8ff87aa53291a58df5e902eb2c9c3a926012a5daa8997af7f126f41b34343747",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c7833efad2747ae96ec72ab5bb9f531b71612759711996547365174c77da53a9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "f92dda4f06ec33312ea81573eaaac090c21a27a4e878173d2d1145f585bdd31e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0342943c3308d07ca2f207c4ee8aae2102bd14ebea139f6794a549d07bb44bf3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9534db7715e0b338a601f8f1fe8ccbbf11666425bea9df95fd588c247f37eff9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f1e49a734f4c9252a5b1dc7da67fb041f4713d464be9207d923e5db31fb0898e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "be5d9f24a0372083cd76a20c5cbb443e3777b5daca69e1e987d1facf3a569ddd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/state.npz",
+      "bytes": 2086576,
+      "sha256": "6f8189155c8ad720abb8cbd1d5d5c303617da052a48570a021c2aa1c703807f7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "705e1fc46ed595d3dc3f1db48703a14245bb96e05019181beade63bb67d5ac4b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "df4d2f70cd2e9587ac99d2df22455f0d67ebbfcea84b722547ef896d5205d6d3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c19a3544a72260451b745a14cd137c0f3f7171c251a889a4adb4a8afab4ffb3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b4db70be29fd109e60606610d893f1d33b7e3b95b0dcfaef6362a5e5400f9bbb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1642254dda2b75257f52ca964883522131baad635831b0c175e65f146dc1404b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d5c1dc1b5a4cd480cf887220336757c6c28733bd90d011fe7478e2c86ba9d377",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/queue.jsonl",
+      "bytes": 321004,
+      "sha256": "1d4091d244380ec0b527da27acb690c3aa002e5acde6858cf8b984ebeccb8d0b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/state.npz",
+      "bytes": 2109675,
+      "sha256": "18d8b3e1e51d10cb2a74a8e9f3aef1e0e6b598bfd322f78c0b84b16b54d66313",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "260829a90f927d54f7b0bdbe9ae01d2e05bf86d8e7413a431008a4a39515ccec",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f4128f628d87a083846ecb6378b5de9eaea57473047215218cd3f9c48e41d7da",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0f94d5bde680827c26dd74a61eefd317fa3be3e9326666b244254f78347a59d9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "58058733f16dcd673994c0b024b5aaed73bc23ecd14bbd3812e1c844d7ea006f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "899745dcffbbb00b6e1c6d4847c0a5e79e5a806aea250e45aa1be14ecf7f0a99",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "fe05d21b1190c3c0849dbe39c97d0c0aa267664dfd7503661ad1e253373ee648",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320622,
+      "sha256": "ff989d17ac5879ee8e4cb3f904a89322285ef400080b7bd2350d16716bff8e35",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/state.npz",
+      "bytes": 2079844,
+      "sha256": "eab329d941dcab221e0d540702b57c22c07cb6abccdb8a49d8ddaa5ec9ffa92f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9961a7d82db1a2d9f6d1730869e71bbc8fed7e55c547b3305554caffdf015418",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "859846cdec8667125f07e0e33a786ec9a5921aeb1b9b8af60389ea0cfd4f78b4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "221b2c8cbcbe34d1e06202be291743836d2e60d95e39983c1044fa3cf3029888",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8392107b9e7261a421a88d994603db1245f9c3d6bacd96404e794442fcee00ac",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b5224cffeb2225b7c934f44817d2bc3d187579f5ed3adb8ad804a70259a196a1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "94d800083903c24958737567fcacf94f2999f67d22c27a67baa9e01694fe61a0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/queue.jsonl",
+      "bytes": 320969,
+      "sha256": "5d9897670b236bcb6fba9a70e98a8398cc282c4507f6fd67fa5715624c7f37b4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/state.npz",
+      "bytes": 2093842,
+      "sha256": "3ef1d8f277e8896d7020ba19256f3ad4cb36be8685edf0d774d9971425d01222",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d860b2c0b0fb807ec977811e560bc5b318a13a17338f91fa68844311cbe8b483",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "94db5586e2052018e8e1e6e200f2f15512325de38c8854984da95e4fa0fbe491",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c097e1da2aa64410aad707e2537ef37b389eeb95a83a6298c1a62ec84abd680c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9042d172f9875991ac5c8b8ae84e104c5ed24128b176436206d6985cc074f8ba",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1359f5053f79f8746e40fe01164d9de8745e6ed25ade062ac003a964c1aa93e7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "75ce804b8837e0398e03f3d948e284e0f82ccfcc8a1c9aeb528ca1e8c5adb019",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/queue.jsonl",
+      "bytes": 321054,
+      "sha256": "e0efdbebde38686e4f1303cbb08a0b7960c0b8438d8f5b7723abf9717e5f1464",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/state.npz",
+      "bytes": 2112335,
+      "sha256": "5cac1dd26a8a1a69e24a897fd515c10355f14c81d2a6bc90d2df30bd9c9ce8c3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "32b53787eb3e7354ab49a15174061052e878167f9d51fc89887185ff3c67bbb4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320721,
+      "sha256": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/state.npz",
+      "bytes": 2058465,
+      "sha256": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3ba1df14c3bf09cc163fcebac087abc113ee76e71db110beb205fb8809fb5b4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c74db432d4c81b344b0592e5639bfca03a341e7538abeadc2c834c406373968",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fca5bdab47569d9494e54865fd71faddbd487d9cdc85ae1eaa62777b8fa29010",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d94c071cb75ea8ebccba276164e54a61267cd9fda594e73230d3ec3b4ae6c7fc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3c903c2f51fff96b73b2f1028c395790b04494a003a172d6722d9782d1362a72",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320696,
+      "sha256": "bdcb7fed3ac2fa51a737abb0d42de6c69fc8c79bc05867a82b6b747174e7968c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/state.npz",
+      "bytes": 2064955,
+      "sha256": "372de2ff56c797fbc025001a32b6c38b49cdfe05c33dff05bc8801342af71836",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "256b56f56dbad3798c13c15ffe51cd21b3fd151b59c0c67d1e1407e85026e5cf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321019,
+      "sha256": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/state.npz",
+      "bytes": 2121396,
+      "sha256": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/state.npz",
+      "bytes": 2079659,
+      "sha256": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bf2d8ecd7e6961989dc636f4d1de01ab65e75566dd3d01d3cecdc29ef3170655",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca26934d7ce400534910d20cdfa44026fc142d7d81d20771cb6b0e06af4f1f4b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f18e33db353bc7b33a6964c215c06a26982637bd053f090ece05bfb5e438437c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "eb2bea3ad9f67da6842ab2d6311f1a2a42f740fbc5bfd405e057f3e9e331b288",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e959e32bcc40df28e72b63aa6b6756e5f4967e8d46cb8034ec55a59e8d3bb2ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320591,
+      "sha256": "92ffcd9d2e6aa7ee50c4b3564a57d741c82812c5458da1133ad64da2a7849596",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/state.npz",
+      "bytes": 2079659,
+      "sha256": "9a64edc73cd44d7dc808eb243ecd0e735a49421ff8a4ff3d3bbb94c4fc65aa0a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "75538af3b2bc83988c1fbf7fad49284eb41035e60c4874794fa96bf83671fb14",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3ecb81ab39c55413f4ea6bf5c36cbce5729db66542f6af93efe172ede94702e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "44f63ed5dbba1a0ec234e7a15440880c35942cf5f22e1059d3ba48b493dd41db",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a5d88563086faf137c6b61de0f3434d35da5b38576c4240764f3a990ddf8d7d3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b3c2780c9aa987de00fa9659f7039c3d9ba147134b6497221d9971ed012c53f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c7160f94e7cb273e8fa76d3a35f37bf2e0a0e1b823f1bf1417d769799e8fe395",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320735,
+      "sha256": "0a01e0c4c67370afa3a64d83c403b5c0e6c443b343afe2c3037c7f760cc25738",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/state.npz",
+      "bytes": 2099725,
+      "sha256": "a55b95c71b826f92214c1ca8b5b74863d894bf8ae4937f4a5958c783d35e9990",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "ba99446869fa18c70bbb1d75504438f600ffbb5a74e2106ca74026a362176fba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "99d2e728be760f6ba95205388fa7a997fb43da5f172a6ca73206a2fb90ea3308",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "ea15382a12f64e1045ae3d3e62bb00a9cb56a5393878182e607b0848c2f48b63",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "614f98d70ed1e6453632d31138b4aebaf5566feaa0a832d874e858e9781a3b97",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6b2072e85fefeee40f2b60e34d2d19344e2f94c641d1b18a68be217b7f8f0c3e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "72b791126d6de23d97f1015aa551bd6dbb301559097aa65305b0c3a2fbb8a6fc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320317,
+      "sha256": "5d4b52d65e255badaae0883390e0c528498b6fb7afbec00bd9469d68aad70da5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/state.npz",
+      "bytes": 2133059,
+      "sha256": "22070c25f27bc2c4db39fd2d84492c4afdcb18ac92de18890d1e70f4bcb10435",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c60cbf6567ff07bc3d6d4c1cc861bf3d334f1bd16a17489f4acdaaa09c83755a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cccbeffd83ec6d048869c2d31c870cbf1b02a3b3eb8479558c4c8bcfc096a3dd",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "976169806d6849ec5d8c57a31f0eb7a78738fa5451e00d2dff85e2cb25d5ba3c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8533adf1b558b9fcbb2eacdfb31ea9c70aa7e11657efd8c8ca3939c23d55465f",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "234e4faa7bad078947cdedb740e2b98284ca82f6fbb83389d6af21e87d460996",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "389f0b6de28d9ca8800387d179ea24ff514281e850386b6cb0c8b49c1bfcd57f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320504,
+      "sha256": "d7186c70d3a9b1444207785b61be257e9f25a042e0b794a08b043888a42a8f9b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/state.npz",
+      "bytes": 2115548,
+      "sha256": "ac13317f77a09dfdbe84d46073b26aba856a704041577887cf8c4c99a016e6f3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6c9bae47bcf610bf55566063a63b4a4ca306ac6e6ea1144ecd6cdd0098715228",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "752af4573b949bc7810f67d2bd4df33064eb9a1955f4a379f809850cf7e1ee62",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b247daee44dcd581b84b78c439f05853dfc85760f8a92dfa0552331938dd0dac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9b29282990babc4c259ff3ca395590c07ae9b9fbbb946f26f4e064b486f7eb27",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "03dd11edc0d8f03e41f977c737ab94d20b0e2b49efa1563431894883a0bf536f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "b81d7fb192af682ff294d938b0b5540018783a47a593857875c013c225afdb90",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320451,
+      "sha256": "e81e8417b88f4fbb058590ece6503fb5613c2532bd185db3c5c7ee00e9e4d797",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/state.npz",
+      "bytes": 2094331,
+      "sha256": "1343d714b4a52af3ea23f74c4435ad52fb10640154fbfedac67de72d4ed8c4e4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "517c7863d58c54b7c426e0069bf31b2da2ded8703d1e46f6ad87768409a7ce34",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/state.npz",
+      "bytes": 2080526,
+      "sha256": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f3899c5959bcb1858add456d9d93a9374c5316666334d3f550b3d4f34359c9e4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1fccf4f194e50d78a2b50a331d8de88324d589123422df242a7e437c66f30aa9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ba3f28b9e88ec33a7cce97c2124f223e1ebf4d5ec5ef6bed6818168582d45acb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d24e77d59495c19e4b879b2b193b1cd17a690e44c1d6152c0ee71926a81e46a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5fbcc9b1dfabe52c4d5599f40845cb7659e06e3beaf033848fde119b7032eac9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320780,
+      "sha256": "0398db25feb6ba3cc6c15c88b70a92ad6866a85aea67c96f7638df022abc9fe9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/state.npz",
+      "bytes": 2080526,
+      "sha256": "cce5bc8a5789c69e7cd5fe49c111b93d9a31be3da5322b262f68d7ab57fba3bc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "fcef3763b7ae62f2784a95f22d7d7d73ee286bf85075d5a09a7895f3dc740c82",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9401bcd787319b556549a0d943958f77aa9c6a8cfce216ebbaa1ddf1ffb03150",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b1d903b4e1107d4d2fa173418b168d9e135a22f6b0296786e9f48b59b227da0d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "bc0a3d1d908a4429a4fd3b63e2c6171bf9cd21afa9cb5884e46ba971013a4f94",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "9be13eeb482520ea358c2e97b9bd00fb25ece048672fc3a3cf88fd1921751ebb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ca1f8e2a06c1321e300bf9f1619b380076217fc32dac1ee17ca103bd9449a926",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320954,
+      "sha256": "e14241a6c0f2d857c86117bee34358d1b10aa405b469dfde07dbef085273a4f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/state.npz",
+      "bytes": 2122364,
+      "sha256": "30b6d5e31d517957d938c59e3bdadbaab4ee65d155c8bb105692cd12fc006422",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "699ebebb485e259bd3be618444bc7121f15fd6420f05257751c7d1a7ede3baa9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "619863f731689791b312753876bca9c364fa8f47679d03716b1ea976b09933a2",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "c84778bbf445fe3b9d399dad41709f6ff3ff9f9d0562a4cd7a801e9d48c97f9a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dd39937f5dba3a3086c1aeaba13794b96636b170669d20bddd01f1adb8c573e1",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d66f0e05e2392d8e308eba49e04c53092356b7761e3087690e125dd35ba57330",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "da6329fa97ee1cea317bd86ac964ace8c2e2ddaab64126565bcbd7daf61493ba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320571,
+      "sha256": "5c67dbc42e5316b1249f9a190dd35970875078d458dd6fda8b663f8c87b0bb25",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/state.npz",
+      "bytes": 2048836,
+      "sha256": "235155408acd15b6059c0a8cc741da968c0e52c9ecdd70b7a69168cc94a516dc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "42f54a3272c6352cb36115ad8661c97caf4e5087ac749dcbdee225f2c95527fe",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "565bbc53a8e90c1bc60f7960d26b8d7904448ca1795f7b6d68b312feb413c77b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3ea6f34e583531f9764d58cfcdfe23ff431bd6209397d75d1e63ff09d7267f86",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9278f30e1dddb7bee71fa7c5768e00d8f061d4c652e720b690821fb5457d9b45",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b25cf33c282a18ac7d645590b9afb9bc694def6425673e2c12b22d962ec11036",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "caf3884d37796b263319b40b868aee56b273cefd8f3ef6e97433b723ca76e9c2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320727,
+      "sha256": "f662d1dbebd67e11a61678297def7a288e09e4bc8a1b16e62524825effa9d8ef",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/state.npz",
+      "bytes": 2076803,
+      "sha256": "39471f6747314a45cb97fd07ebe241d6c08f5b4d33436a6b076cb2f4e7e992c0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "858363de98ade956848bf11dff8b1287932db2a5dc71bcce0bc87e9fe2dddb33",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d3dcf2f48c22838b25c20c360d67fe4c7d964e4407ef5a03e55d8e20a735ec53",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "782dd568cfe93dd27f1f8ffc7d02c21e2452b1bd7669e416607bb2d305c271f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f742e9d47ebd4cf4b753e61476845cc350c4d0660f9a2e8f476a320c8bee9ac2",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ab865e5440f32a949897b036ad7d89baec3e6a10cb60fec192ebc03ef7d5db6c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e510fccddd271c1c477978e8d5c27a5b640ee4e7a71ca4e3ed3cb5fa23bc8836",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320291,
+      "sha256": "28d3a50766f8ada02415bc084e9467cfff5815c9ddf275eb670ff850ce9ebad3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/state.npz",
+      "bytes": 2098321,
+      "sha256": "59517db3186d34b20c2700cdc74da4e1c7f56d653cc492ed5cdec3a62a6ccbf1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "13d090e9f419ee52c018b4c7a97acbf2bf7694f1eeaf163cc7d23caf8e7e2b1c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/state.npz",
+      "bytes": 2086808,
+      "sha256": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dea152838f3c090d44d1021d450c7c6e4e583a3b9633d5b517c3b6bf6599a6a5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8d592c83aea404387d1ccc7d2702fa163af3b1bdd3d3c8efe6dd54acf34ddaf5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "237f96d092e635b4131e74ba6ea43e93bc57c12f1958978ff1243d6edf969154",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6d28045efc1b8342c9945d47bee94b49e254bd7fca22667e3a2a329705c8d2f6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f51aaa5826df769df6a6d4ae6ec8eabcb47d0fbae28ea50222fd0ea99b2c9b40",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320778,
+      "sha256": "787fb8abf3cea6a712b7b8310fe1f125bcc31f4f0eaa0456374f3875c57d0a8a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/state.npz",
+      "bytes": 2086808,
+      "sha256": "363bfc0e5f7dd93fc45db25f71a6b41fb2f3587f689dc87681a417ef761edbf2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11eb6e9e11df0cf07003b837ec268313943f3bb36d1672c4c9853033b6e48637",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "85bc9df8cdd29b87ab3971bfe3f1537780645478c5bf7eaa5cdedf622afe1d2c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fb052e40fc6f24a017d031071ccca4c350120deda45c53bce97a92768ab87101",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "7832d56b83d08eabc8d26b1cd75851ce3f5d4066bde338e823469194d49ffc52",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "989393fc21ef66b5ed6ca64ac0ce3a05154633e15e13d99ae84b3f17b40a53f8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1c105a88dcdca73440bca2c2ff17cbaf8ea1de022f0980f9f6e2d247258625bd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/queue.jsonl",
+      "bytes": 320773,
+      "sha256": "80f20aeefb6d7feae4ba2baacf23f5be815e4382043ed99ab26dbbf1213619a2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/state.npz",
+      "bytes": 2126075,
+      "sha256": "7875d2578fd50d86288c13199519326f9c51a20579d8f8772f46b501fd7fa1a7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "29ebb3e9392049d56213a61be4ed65e14c733766d6a92af32f5f85af1ef58dc0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a8762791e25cd185d1add143276be5a8fd03f3d5e7b9e7df8ecd11f8c62dbaa5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6a84b1e0f735544e5539311496dcb3ecb22f9556c281a8974875f05a3aecc6a3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "071d0d12383668f9edc9a02b0698df010ca87b8d686ba23ca4a7edd4293ebe7d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d9d6a46f84d78ba613d684e132a209f24f110dfbf438b8c249acc185b6203568",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cdfd5e53ce04d1d6835f4ec88cef026c3e5a75488fc36b7fedb7ce159c8374cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320777,
+      "sha256": "cbd0794c0f1fe2e8ad5df5655993489846905fd4bb6e3cf672e0a155b4642ac0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/state.npz",
+      "bytes": 2079487,
+      "sha256": "20aa88c1e1e6127d9baa60aad54e44222df10d6e458091ae763c55e366e0ce37",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "cb0be89a8400d6e2220a8c9ab0bf26756547c67f45a0710f993317a350c07e60",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "9993071a1eb382d1e6ec4cfcbd02a60fe23a9192c1e2f7bb5b469d94221c74c9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "9c627419fd5ba2af857f141e1c34452cd03a7aae59c4af489b8e4fab9ed8f0fa",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0562710abccd5b834803ee89291fe094e52f98ef6a867efd2cfb443bf3d13391",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d216ce103c8d2ffb34353cd4d71f8baf71f194413465750f9a4dc3241c219aaf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8e3dccf394d94aadd781c4d23827abdf1b546262c2a853eddb1b5c69448cde93",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/queue.jsonl",
+      "bytes": 320734,
+      "sha256": "db3271f47621db3e11881b7f62af0b4c6b5546951327652c5b7561401ecc7c98",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/state.npz",
+      "bytes": 2086205,
+      "sha256": "2c6237c1f449d1af7ae5a196e5463167468253dd6d81efdde6cef6c82ed9e684",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d9162f970c9074b54106d835331db4858dcc1abe62bd9593aa8cce78454d7572",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b1afa34cbf9eacba04433fb54e445e010f3567370ff68d6f449ce6cc0aea7f71",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "137d3aad0e38cbf8d698ac72a1c20597e5d07578951c7774918a2d99f412078a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "270c18b1841d0b4fef731975056805a20e68d6d533b3b5d146e29cc66383f33e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "ab64f9908b074fdad35df80050732c6b1532c09ef40367e205712865e8540686",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e80b480602e67c8075b439caa1bd46aa3fde618ce43133c0082559a8e40814a2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320867,
+      "sha256": "e7cc10d14ec7866de8e44cd884bf38f605369dda545896bb7dc5b337908c5bcd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/state.npz",
+      "bytes": 2087424,
+      "sha256": "851e63a91e08ce84a3837b72fbb9785e309cf4ad046afb63163abdec86370b13",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-matched_energy-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "565b5273bc24ad3248b0da6d40b0cdcf04dc4ab32ef47ba54910d0c2ac05ac83",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "22fbf106279d5ad314beba357137701df111bb28b57accdb09a0e299dfdf39cf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "0266afe78eadd1ea5bfb25026103d01d2af82d9b6ce2bcbb9d60e576ac898e91",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "539da99c90e24733c09486b90f24048e893f70ec6f024472f729a39e8bf3d0a6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "7c7e3ae0611ecedf17b1fa73e71cdb1cd6d84279c1bd7e87fc03e630debca586",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "91e4b6eb2f7e9bfeb5d494858d5508add90b50af191287fe302cccd810b4d6b6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "daac7da768d9938e767b2a4bf4a3d5fdd566b0d45050029dbc68d1cfcea2fb0e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "48dc294605174b45f66e44891dc681829b589d16dcb98e092e0bc16109e94544",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/queue.jsonl",
+      "bytes": 320689,
+      "sha256": "fcfba29a02d083dca93f5ce769551711afcecbf7ce7c65b601bc748ea52b5885",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/state.npz",
+      "bytes": 2111589,
+      "sha256": "d9b75c213137f539c819108314e89a2c97f37e494c8843e927b6edd7d540fd00",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "d606283bed3d3a9825e8a58ebee591861607dc5fa6725eb53b581f1dc4741d35",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1c143ba523c5f1e64718227dd0e2794cea1398e26536a6eb6ed741a2a63ad0c5",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "5454b8df3e9135b0bacd1f3df54c5f223280abf6e5783f2c382e22eb8f482437",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "519f9d112184ee000b24972c57a4d4003166d9f6e0d1e6b22bc37a67674d0292",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "a1192f0dc91914e3bd655801e4600f4b72f93dd079c676724e0ba3c5a2b263e5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5496569e11d31e47cc1e357c4869c0645594299e5d793ad95b0fcef0b730e41",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/queue.jsonl",
+      "bytes": 320640,
+      "sha256": "dedeaa8b506dabaa18ad7d36e7f96e712f71b824bbe6dca779e1cc2e0856f00e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/state.npz",
+      "bytes": 2100985,
+      "sha256": "7dd144de2ecef51495e2aab8ccab3a78a914da8b7820c5042ddeb03803c70d5b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c47f38aaf7943b94830a2e36dccd3c653c8e7919a44c6bad8ffc3115f33d9aeb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f8070a2527e6e7926ed58fb65c907af4bcbc028f5c7b7c19f05489e95233366e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "3ca31d10837a626ec7f5ae24bff77f9ed5ac218af49857f15bf8c51424983ad0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cd6e6474c460dbbfe442989bf6a9f8e434baf9496eed60bd60230c7e9f3c762e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e3cde7d209cb5f5349f079f36618acc64b49a5f8be8e111c1ff2bafc528dff2c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "4351a8e93c1e243e431c191fd4f0effde02262b3c049fd7c718e0b575d46f23e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/queue.jsonl",
+      "bytes": 320754,
+      "sha256": "2ca893cbc9ceea81c86a2baf7d46641a0f7738ff1a145e7c5436e95216d0ed34",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/state.npz",
+      "bytes": 2088696,
+      "sha256": "e6887b675f40e9ff61b86def950d33afbb75a2824fcca7ee59b78263e2ff0a94",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "70673a230d4d69904ca27536001d8258ee50e39bcaffe2dbd776713e98e26bc3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "903d8b3ebd92eea471bd15b13c85a72c80174801e68c7db2091bc1bac1246bd4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e5f45d665501b65dd0ec4d0a4419db02a61ec3769d31563d4710d91b20968164",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e386af05fbb1358dd2e8b43f5b602160c04c15202099c1df2934f9c1ff53d94a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "547d4eef70871a65cd8f98c069bcc49b017f7e9e34ac8a24f957f6a6dbecd2d0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "1e1c13fe0050f9bc77556d26825fb8862eba6dc2ece6bbcf0363a78601db601b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/queue.jsonl",
+      "bytes": 320101,
+      "sha256": "94f2982dff2adc96154b8826c3a3cf86063890bb09a960b0a2c46b9e8b121277",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/state.npz",
+      "bytes": 2078165,
+      "sha256": "92131fd3cf163d8bba69c0bcddc8fea2f914026ee93cc64bb92a09944d64157f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-00-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e1744afd3f0a40320432f4e4ae9a962a8ab0e8a0b47c346a2fe608b45f4a10f2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/queue.jsonl",
+      "bytes": 321034,
+      "sha256": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/state.npz",
+      "bytes": 2048496,
+      "sha256": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cdf11183a0a16d9e635941b45e03fb8b644e3b27e0011308adf5d103561b66a1",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "72f50c690cc1364a5b4465fd2ffe7254cfff7e745ff326edcbea18aaa6a6bba5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "444a797f636f5641c5eb6610d6555070f59e861441f4603ec3cce2bf12abf774",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "212239053e0341929f7519206bac98788cdca26357bf896ae525c9a4c68dfae2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5296fee74c6be0bded848b663820812fcd6f237570cc6f2ae6fe56f22292094c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/queue.jsonl",
+      "bytes": 321034,
+      "sha256": "7ec7d5c6520ef09f34e0d48063e1cad19ada30493b36970bd63118ffa1d750db",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/state.npz",
+      "bytes": 2048496,
+      "sha256": "419e15d2611fa9900afb168fa12056c7d8a46e8c2edce1c17f46cb140f0d2daf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b57e655640407a99182c2438aa584fecda0e88d013195a9392714eeb6505150c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "4085f1b4e81f0282a679d79c08630f6ee65c5cc736a0551819317f8aec31c543",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00483f044b16477bfc08ca14eafbe53712bdc0020224a5f1cfd45c4aa79ca451",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "151d8eb91352def71e7742673ed8b63d3de60fe1b102d59db6f48855174cf235",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "930b21b35ace50560ff252698dcd72719f047665da9ef029061b5e380cca0a94",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a1d95af3269784fdb378053c60f7d91c6fff3b3435f90f431b2246e77797353d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/queue.jsonl",
+      "bytes": 320694,
+      "sha256": "a57525cf2f20e3df8644f8abf34b885a310da30e4ff8763773579ba6d5beb7af",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/state.npz",
+      "bytes": 2081922,
+      "sha256": "74756a0c9d0927584e09bd8177f43c52760c898b816db37085a7c7878353139a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b3f2b60568cd5a12925a1086060977fe6eaf6e96ad314f45aa6470992c0e951c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "fdf109a508386778317a5b9c57081e5f115e8e495ca83f761c9e81c92332f742",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "03357fb9a7622450e02b4afd3ba796ae70dcd30d70ba06e637fccc02c3bb06e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "146510a3ff1226cb920c91cf9dff7ae766e1e7dcea28035f31d40190ffdbe3b9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "69920c5a06fdd2759a366494584c97c9b6762e1eddfcdf12cdb947fd149aef43",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "721d7755f4fa709cfa41c050a70b08a888ff7dd35a8f75695727f65104ba5b65",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/queue.jsonl",
+      "bytes": 320990,
+      "sha256": "247c17e6045beb8a4c8b92be56fb3827f1d1ab08ae69e8c83a4594d5f327ee00",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/state.npz",
+      "bytes": 2107371,
+      "sha256": "b2236ba2945aef50445bd243293ecd0a289891b888f8cedb4f9c584aef757f37",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "84a98553ebde5cfc97a28b7baf561446384c09ba153990d7e36a228de1fad122",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "581ab92ff93989b3717da7ac4dca9f534fb6284d6f44465e2cebd416ecd82609",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a751cb4df4c5b5225c088163473ae95f46ea73f5dde547b2adc57b026eeaac0e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "43a61c0e6e13f4d8a372c7231b0270683a32778592fa04bd3ca00ddef9130664",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "686f688dd735d007e0403fabb78d8d17bf16c23a99116ab4f6545951cc497804",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5e09e2ba08e3a4f60d9ecc9665d5e4611d8f4b8538860c8e920278fdd9cbeea1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/queue.jsonl",
+      "bytes": 320654,
+      "sha256": "3653e9d1d583cbad894d08cfecbda4064ba0264a28757655ea61e5fb65c37680",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/state.npz",
+      "bytes": 2086702,
+      "sha256": "21684bbc3c40daed16d9fe77f2cbd70c0a53602d093a5021d9d7252223c67a9a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6f47fceafc2ed9e12553f3a69cdebd804e81c3efa2b47f57a821160103418028",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "16d4647113ba900dbbce5963d0f700ee398cf7a750b81715af8290757f803587",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "cb3209e7359292681852ae1644467be873cb4e4be396eda6f91619b00a0e6a0c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "2ec57704a4c2a2909400b704bbcc89ff437c23a4a7f9851652cc222e8ca6ffdd",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7659de43d0ed8c152abfa4378983ccf4d59c01ef062014aa61b6ad97ec2dd06d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c641c9496d6d29e67f6740e304ef5bf51a8a97936a6ab49625d2f1f5efb517b6",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/queue.jsonl",
+      "bytes": 321050,
+      "sha256": "cb3a5fc8841a72484215a950bef4985cbbac0704b8c57505a42cb99277d7dfa5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/state.npz",
+      "bytes": 2088173,
+      "sha256": "f1408eaa99b9c00f1a21141200549076bd03c30c27513035a6626504efa817cc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-01-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "54fb91aba3d28446bb03a9fc8e634ea88e267d987039c2d096d35a76110cd43f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "82e0165de99d01ad59428df3484073b6761da1e83eda97f524a107ecb44410eb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "57c30372209f1b8240323507807be048d6d110f8b272c45ef05f73fefc097249",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "cfb85bdaa2510fd25027473bf3f9cf95c45d494319addad20e44a06dd6ad116b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "52cdcfb6c05fa7de9886811d91eaedf929f13ace6b0a7db8b161c86d344ab417",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "cceaf37b910db5a6218406ec52175c7d267c0f84d2137688b77a6658733209ff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/queue.jsonl",
+      "bytes": 320876,
+      "sha256": "2d254d66d06ddc9ea100cea6373e771021645745d6e125672598b69a8d0ba6e0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/state.npz",
+      "bytes": 2091469,
+      "sha256": "d43c0d4c77c3777e4c969f97ffa169661006e36f3ae529ef8e7cc3de129f08cb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9b3166e1aefb2dea8cfdbdcb6175e07e048455bad1918779977e1c19f8e7f2ce",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "29aee52a389061ed226c01b918d77010536c0281527aea1278844695fd421933",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "e95f9e89d1cf3fea96042d04b19d79b5f06ce41436e8f56fe54923b6494d0975",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1b6298b6ce9d36809200f2f5406db41d31ebec3ce65baed8cd5c66cfcef0c7b6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "846dcd2a5592c9ce396eaa067d20b879c5473be4850583126d92e5aa96ac786c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "25eb491455ce49ea9d952ff6532be6087a6432aebf919c6103e775480df959bb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/queue.jsonl",
+      "bytes": 321044,
+      "sha256": "b30bc8ad54072cf6f0cbda49ae4b701bf95053a9d9326b14234fd443f529515a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/state.npz",
+      "bytes": 2112997,
+      "sha256": "88aa08ec39a69b5595c4ca864dae876b8a365cfd2c03a546bc5d8980eabddfcb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c4be0506e09e2c6b5746fbd562df49d07310512bcb9ab513a3a0c3076464c29d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "eb2e8034ef874162f8abc08fc6c450da2253b50a21c04dab9f1f76ada5143168",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "83e298b6e33a9824f474c8499937e1a77efda3bb2a4eff540c80f6e5e33f0288",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "aa214524d787e788743a3010022f98884509a189eb9f5dc0006494d1935dc9b3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "73dce2553a8214b9849e7f4c22798e44783850b93b92171877fcb263768e75c0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "14dd5a470f8a724b84f4e420fc57f2eac7b45a86b9c5417b0288229bf9b434dc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/queue.jsonl",
+      "bytes": 320721,
+      "sha256": "ca454d606bbe1616ad46d2f9db4dd0c3cc1c82573a0b51f79c027925f4051dad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/state.npz",
+      "bytes": 2058465,
+      "sha256": "01ace2778ac6e8862a7e37682f174c9ceb9cba4f80c1e45a4988a59e32701abb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "2fcdc7274ef8542e4455caa450d8394d208a1e6aef6b9ef8fe5997424e8f6cea",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d2c9e86d2d6ce1688783d800f6a3ab35b073d1c2284970922c270867b7dfbac2",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0188623f42b543d571886ff96be6d5aa483d80afb7914081880c5c2dbdadb87c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "571014f8ce49b1c059225bf194c29cc75ca53921f8d8d01c87e0a4dcc4b730d3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "1953992a01781f2d413fa99a3af45e80ff6e0f4e2ee440c34c7e4f76735d9b45",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "5f455f22891c2952ce845f3f6186585a9fa539b4b91d0032b55059db648b7190",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/queue.jsonl",
+      "bytes": 320693,
+      "sha256": "11a7888344c9ce7ab6cb30abc6a1a55c876db64435a5bdf0cbc773f1818731a1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/state.npz",
+      "bytes": 2073569,
+      "sha256": "aa9f4facb000dddac8409ad44949512a380338f6cd29f48c323a547883e55798",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "77056dbdc92bd907459a27ba6cbc62b8916cb81a80cedc71ef2d4845df7a90bb",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "611c71aeb3f01e3c78b38039dc97de8329d8cbf2e25d85aef81f4107756d3cda",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "00b5261d63e33751e41c79e476ca0eb39857401c8d95900997f82cc471303fc1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dfbe0b4ace1ed6384462f7d6185a89613e38d8871b9a4cf1ca7b17e4b2348d3d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "00bd7a3856cc27cd8f2c285c62dbdcdd5b7c4bbb34ed82c8ba8195841107cbe8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f2582250b2f559c6c36db75fa26428959c10c696a5f4428fd4458298179954bf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/queue.jsonl",
+      "bytes": 321019,
+      "sha256": "7b8e0310dea4561ba8e70eacf2d6b70b7cf48e3720be1b649e457721b5ca1c62",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/state.npz",
+      "bytes": 2121396,
+      "sha256": "163a0b1ea906d87590713376c318f4bfa629543413a57a4b1d87bee02e413bff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-02-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "52854b2111132dce4a3db02ba5552be4ba5936b62ead91afc9063861d2fb7d21",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/queue.jsonl",
+      "bytes": 320604,
+      "sha256": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/state.npz",
+      "bytes": 2061888,
+      "sha256": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1825de672ae9cb2f8efca3296eb2369815e434ddbd27c4bd0022704585204741",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "6453995426ffb69e97b7556557d8852a2895d6b42a6a9adfa897eb9f5af34ce2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c8fd1cc6111618e2efaefab8d71606df3388d736ce51052f7ee1399060c8b000",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "b0c95cf870d904f78354170e856395ec15abdbfd5c255916e43402402cc349d1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a0bd517f6b65f6c1941d3ec234ca1227cfb1b434701d2a175a0c2039fb3b835b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/queue.jsonl",
+      "bytes": 320604,
+      "sha256": "bc9736db8e9370426c09dd962c9333966a6516b18547cde873ad91667f69c9bc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/state.npz",
+      "bytes": 2061888,
+      "sha256": "235da5ea2abba057d70ae1348252dc8732933d4baf675ee95f553992bc53babc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3f84be772934521d24f3d039341ae089bde0f6c4c59cd70d53f82a27c827df29",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "51ca3fa3a18758fe13b9fac36bbd891db0161fbb8bfb789eae9c2ac07037be12",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b0691295e1b0e366297b95ba1455794d6d6bee96f8aadd302630daa5f8731c36",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "32ba243f86f669cd3833a4c44bb1b5c065e82e438c975eaa46ff605b7bafe9b4",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "268a23b55e8d0bc1df8e43eaf6803178c8a6da95fc384c6ee9334c78f5c6c310",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "9399c1d327f71d83adac2888a9b0bb920c05c6c6450354c963432845f29a8069",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/queue.jsonl",
+      "bytes": 320704,
+      "sha256": "70d03b330bf82d0a066799496021114c0f2fed56fbcbaf818c786d9b6b9b229b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/state.npz",
+      "bytes": 2105478,
+      "sha256": "bf342f4525ef90a7a287465334de2045bef68df088dc235508ea7f2120dfa2a9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "238822284670a6189d1d1f6e49d4e924ca3e58e0bce264ce6e690e19557fc851",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b861150bc7cde4881734daa30c565253ef7d2776f7e6cde47aebd648451bffb3",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fadca0e3329b77b26598e5633ec94b92cc1bb98a9f7bf9a6d99e2411f52034c1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f6e98556c7bc01c16e236d0cb1684a0509aec956d0f556f823c598b52b4a5080",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "f3619db9dad5845bdf4ff393babe6d1b5ce6b4341bce0a336c5ef4874a53be43",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "a21ea92e32d0aef47442dd92746f0421c6074b6307af70999aed9c61f360e473",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/queue.jsonl",
+      "bytes": 320288,
+      "sha256": "31a5d1027f80dd7ecd9b1c07c08d413156701f81b044c2d9f1edd78020b8cc55",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/state.npz",
+      "bytes": 2102574,
+      "sha256": "83ab60a645239b11409c58851bf75ced0b5a833ce5c26bb336fb3ebd7d060d35",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "25db496c39e14b10da89a4e60f9329e12d27ee22adfa3efd528c6d682e5b8804",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c14c9d7d52845dff9744c1d2d57200031f22f31c71e9fc7f65b3f59f65db8fc7",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "0ff7b8bec366aa72e3861cc4ea790a2c8b1e1120c20c9d32772e750e183236ac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8c3ac46197fd40491144afed0cf0625b5e3311be98b14fec608ab528fc162132",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e567e92bccc273f415d57e22e6363f58aec1db9e2d293edd0c1f28f10b11a884",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "54f09dbacd1818a192ada665ab239eb36b3ea92c8bf3ff6a94263acc4402d6d7",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/queue.jsonl",
+      "bytes": 320490,
+      "sha256": "01a95f92e7549db2f0111fb7f2e47c833d3dde3de2134d09797f47cc54c69a0a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/state.npz",
+      "bytes": 2120193,
+      "sha256": "01eea0d8e1ed4974780e73980da667cd06351763c4b63ebabbad2a937607c461",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "11a43f493d4870171d9b316f52b3f135fc0c54e7d727134708adb25c5eebc31e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "98f0aa6a6f6234bc4c846288b899bad1c164e6ed32e7e2dce4433fb98a4dc28c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "fb385d7bd37e75eabb209093f0e8b7b6bf0cb225747c354b19dc97ed64fd904e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b9ae52a9e5b4651d7ab05e5c250749b9363c552b95b54647443288eb1bd6f640",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "111b65b1d47687a9eb21a0ab6298e072124d0833d3dc50ec1b199356fa5cf228",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "e4b0a3ee774f8347664fa03e5f89130e05b842089f8aa37fef3e076dc884f9c9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/queue.jsonl",
+      "bytes": 320145,
+      "sha256": "90932d8090fab5045c517f88080a5f4e74965768244eef545fcf02ac5a40a1c8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/state.npz",
+      "bytes": 2055704,
+      "sha256": "a967898e0d72182731bb1bba7db52154029e715c75fe26448406d328cfa684d4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-03-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "3a10b3b69d630712b2729cf89ef8fa8f8e767da5b811e3159fa13f456c54c4c0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/queue.jsonl",
+      "bytes": 320214,
+      "sha256": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/state.npz",
+      "bytes": 2080188,
+      "sha256": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "233551cedc46ac5cffbab92fadcf8b089d71b8fcb37c640aa55ab74d9a8ae180",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a5119d1661c792bbdd6ddf09bfaa39ffe5a0e164b7703e527575f073734d4602",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "011f3daa92639c8e3412624845bfb23de972b0652f753c48b66a8e732557876b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "4d99db118da773dc7c3d10ff06f15a101256c55143f88e9ab0701abc2bf9fbdc",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "19de6d764e40f57fc1daf59be3bfa21ec1e30fa76c3cc851391a266a5161c393",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/queue.jsonl",
+      "bytes": 320214,
+      "sha256": "a52dd079749df99ab955de18084ff6e439e58f6f61be5f6e165f1730f5d6a666",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/state.npz",
+      "bytes": 2080188,
+      "sha256": "5cab296716cb61fe47f4d5cde1fcaeda9a99450725eac649fa8c17ea8bda1663",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8661131b9450d9288a6094724d05bc035a991bf1570a9239a0adbb1f04d078e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "99effc91b7908363ab52e0629bafda540663986632c82c372e26e6c346a39b84",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "74581cc09d41a1fee730cb1fb4130cc96fa92d486cfdff60f647fd0939d078f3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1989e44d2fb0c278c6cb24b9b054462786f19b451534a4f7dad230f1c1ece4fb",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "7604f9174dae95c930d444b1cfa50169dbc708e435c58c2c0d4aac3f75eb2309",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "61203302dda7523b2462fce5fbd7e8f2293ba7fda0ec229862ad9db98ff8e108",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/queue.jsonl",
+      "bytes": 320491,
+      "sha256": "c4e3235c689e7e4bb1ee0536f79bf2b4138145167dfa8fc05d75873feeb50c47",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/state.npz",
+      "bytes": 2092255,
+      "sha256": "607f8b5dfc12c3bdbc5ace8be85a4e78b798e691bbf45846e4f21004687a9638",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "6e0587180b961fbeca8f51bb4a5a822a2549233c6f90e8189b8b4bdfe33ad6b3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1cf92da811c564035e4d1e637e40cf8d405a468c6c2db77de5747e6251fcf036",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "96fc82ed6310cc27784578e05a59669955694368f3ebceada5e02765d5437dc9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ccd1a686e4d06e56593f83699f5510e911cad5bb8e9a4332ade87b027531a64a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "13c78c08f4b1ad713934113d224a131b1782f5fe12e6fddd92fef872afabaf7b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "8ac6eaef157b3acf28c6b4ec2187c45038445bf5f61c66c636270e572b787ed1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/queue.jsonl",
+      "bytes": 320605,
+      "sha256": "25953fa072d8d6076a2337416a22af9a1462d7a0f06ffa535c58e6ce2c374123",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/state.npz",
+      "bytes": 2084264,
+      "sha256": "97debb91a2e38380fc46f584a8b3e679a14a13f654518b696698603580eaa815",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c11876b83deba44ecd3706d35dcff7420d037497737e90027487f96df27031c2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1a2127d0890aee3f47a081f146901386541340fd6adc18b2d2c94d0cbd54039d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "1396f5a1be048f79bf31239c2eede830f628240cea3977a8ae5704fbe40bce4c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d2f439ad9e9512b095cad88a9ffbea8e3c704430fa4a7ca4a55cd8291566c547",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "e793ddd9bc4d8f3e05426c52644bf42d4713fcdb6b6830999a03787fe11299e9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "3dbd9fd9ebdd38b4a2c1b4db7dc2f44dcc4baa184d8834c18ba9342fa3105f83",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/queue.jsonl",
+      "bytes": 320729,
+      "sha256": "9a074866c9001333a0958b69f04ef762812b38543483d7f81ee3ae184390fa93",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/state.npz",
+      "bytes": 2104643,
+      "sha256": "d00c9eab6ccac2fbeba61f97bdd9193882964790d7b265466b7767d358da80ba",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "69d2b0cf300aaf693d344b3410cac96425841582160bbe905fd4c66cf0a945a2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "adb668e11a4d58f8aa16d46156a1f832a275f971eb290d76b43d5a5f43dea05c",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "4515821a7f7381bcd4d88435f9e0214f2508ebeb261e0bd1165224c51684bba9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "dd12ce00b162565bd37cda0dc2d4ab124d8b1e55bed9e6d2b33c96f29074f0fa",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "d405605e0a1a53e867cd4afeaabb4dcf1c4bf09e815fe7c8c664113ac530ddf8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c16517629f56a343f7bf789eeff60c09b392699a8183970e78ccaeb7df32591e",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/queue.jsonl",
+      "bytes": 320199,
+      "sha256": "6e0895b7c14ae8421f024d2906b6154a9e9460a61d9c49d9b9f2edfff8189cd8",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/state.npz",
+      "bytes": 2055093,
+      "sha256": "59b02c0684d04deca442cdf923d3cef558257bb6b2a9396273b6c5999978055d",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-04-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "c8e1b6e0d501123efc9a7f1eca5df75d404bee4328d26e3a321211f32e8eed87",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/queue.jsonl",
+      "bytes": 320985,
+      "sha256": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/state.npz",
+      "bytes": 2127626,
+      "sha256": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "0e21328c3148abf8de7b33b943f9ccd6b234547b356d2c414ce37a7e42ca2d6a",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "165ef03e84753b7fc8dc93692c4a3c1c677bcf761dc3f09b2b5495b76737fc94",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "15b2d8361561ff752aa4bf39e8cde43c28e4e76fbfd0758dff91dbb10bce814d",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "affb4b4698b0dec9c9bf2028ea47c13fc1c1408461e24bea519f08d766e15faa",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee15443cfbb1370570aef78d2ead2d8b9c13a494b543eef52546db661b095221",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/queue.jsonl",
+      "bytes": 320985,
+      "sha256": "6ac3049078c9fb5986720a1f7789a892c669a9118c24161c0710eb654e04ffe5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/state.npz",
+      "bytes": 2127626,
+      "sha256": "829c2e951bf50a9c740c1d640173b7b13eb66a8506f0a292b569860872a29bb4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741825-r1/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "289cc59d98cc3cbb6e0e5470774db17ef054478939bf82a74a0c8a8a45dc9d14",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "c0dd0894703aa2509503a6ca67bebeed7e140c5ed244d1789b4b6bc8b1d119a6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "104e43ae5c361660d09ae7788fae81cb21714614998c1f7edccda866b32b1373",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "46339f69a8fc64b25c5b9ab9647e44b6ee0da09f7e690b94d7a4e3736e0e8eaf",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "3345ff1d47566c006511fbfa57115158227df470062dbbf7101f83f2857da679",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "d69df4a607d99075e66368908142399e9e0f85d55e1a1e656cf92343e49f2987",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/queue.jsonl",
+      "bytes": 321065,
+      "sha256": "fc68e6892946a34cfa528d0b404c91eab558b70442c79e1c928bb4264fc888c1",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/state.npz",
+      "bytes": 2114241,
+      "sha256": "7b6dfa094e47262efb067ba9ee07989e0dd8004b6823816c5f5589646e4cfd74",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741826-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "61594c4cdb2c6343ae3732d9c2c276050ebbe097f4f2a8ff8bab313d96661331",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d1b5033f3d7fc13328d84c83cc057cbd0ddcf12e1f475c452f0e0495002b9676",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "a81205c1b11f03c0cf0e073bd827d504efa84f55430d744244dffe1afb1cc2fd",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ec35a33136c98b40b37c095915ce67c40ad32ddbd0efb7330cba763155ab52d9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "167b7347bf3b8d7061d9115404e765cd6d61bd54c7cd805c9a8b10fa7a6fae57",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f5f998cc7300b38c34f20e54b6ea98d0d741ed88fa0f22b8e8e7975c14b126a4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/queue.jsonl",
+      "bytes": 320795,
+      "sha256": "9569e7a052deb9f0454eea9286d80d024c1ccc207ee372d0e96653b9daccec37",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/state.npz",
+      "bytes": 2056010,
+      "sha256": "3c51b59a3bdd09f394977a79bd22e59b668c823ddf872f5325a7ffc4ec9e630c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741827-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "93a12b8f0fb636005e050678fa725dc4bd61ba4f4434dab843feb74871c704aa",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e0c690a30b1a3f8f2efe2fd1659553997098c7ee01d13e8772bddebdb58432a6",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "eb32fa1b10885bbeed3a4816d75653e8649f52c5a1e47d191e08eb3d1f1a084a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "6d6a6301d714b7d7a5f5ff17d14309334058c3d0f2753d37eb6ae4bf081f0307",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "98d7864e8d56cc31e20999cc51ee9f0e5b724bdccdf3b544a083eb974b348add",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "879b83481ae03af8cea67d40e654a524dd61b0f6c01561c13d80dab982ca0e0c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/queue.jsonl",
+      "bytes": 321005,
+      "sha256": "be2b0e202a44fbbbdb23f9f6191361a30bcd06009816fb1d267a66555f547b44",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/state.npz",
+      "bytes": 2120902,
+      "sha256": "6e5b76b60b5a88b4405c2fa72d9572711fb325de35d7d5de22bada4ab64ce275",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741828-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "e729cc4bfafa75c4d4e874dd188c9b4d53d0107f06ea6677717c5fd1d3775c5a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "f451f606c3c2b30cca977823e4dd5c9073c5e0b2f729f50f79ecf2ebee22fbb9",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "b6813c80f16c82360fea7f33223db89d6c88a75badc81cda5b999d43c038bdac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "1e79f79123d80fed98d090a1be925b385032b532687d82c0165046784e9bcf3e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "40bdfc8b46bb78cdd156999ad08bb5f413ce0f749ad029ca127e002cd1994435",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "c7529f8f4697ff53b13133b30876f5edec4ca77f47720a7e60d2bf271d304ab4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/queue.jsonl",
+      "bytes": 320884,
+      "sha256": "811c6375fff5acb60ed78bc75baa072b22aac64a1b7c1026520f18369359c366",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/sealed-gpu-source.diff",
+      "bytes": 12917,
+      "sha256": "0584f865885b18e6a36870a7ecfbbc98d7a94274fa5e9e073e7cf97597d78a03",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/state.npz",
+      "bytes": 2067197,
+      "sha256": "6d050b7307b9ad3ded99b4c9ee6eead328315b78807a6ded3e608e428502a76b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "gpu/seed_validation/seed_validation-physiological-05-s1073741829-r0/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "9576eae83c459bb1ab25daba9450165ee8b15c946222a79e330afe93ae2a5f96",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "a0b0fb96df98f1b589f81d6169d095ed22a0896de92725b00bb1d42e01c4f206",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "705fc118805a38f04f21cde945996d6365f04c7dc142c2c167c300b837a909ee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "e2ae30c7cd172c623b2d129a87197052d4c3467ac163e3b92a60d0340ec0da30",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "6fe96517fc7e7ec8f991a9a9b1fb5a9c4d9a27d4532f17a17676fc540b427fa3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "f46650683c74f06fb24cdfa9374de0da8a64a6ae89c606a7a992aed93772609b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/events.bin",
+      "bytes": 239696,
+      "sha256": "a1127296a157423910edcff21be25df8f54d33ea071c43dc23d8ff2e96ff8f19",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/queue.jsonl",
+      "bytes": 320899,
+      "sha256": "102e549d18bc7a421dc1500c7436bf7abee361e1e2bedaad50b9546d2aa56167",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/state.npz",
+      "bytes": 2067829,
+      "sha256": "de63be6895c06e99631076550b984f1bff9a1360caedb6b9661e70bb91f6c0ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "a92a4ca83752275c8118911d8d2c8543df4bc4e45d8e08151f3bf5964dc3b8cf",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/tick-summary.npz",
+      "bytes": 7925,
+      "sha256": "ee1e9bfd60362d4fd9c4f8f89d025a10c944f193bfe3b45ee0f0bb3bf2106067",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/ticks.jsonl",
+      "bytes": 624683,
+      "sha256": "3d36ce160b50315870b0284a666b0d84998680c8e7674ad33b663c2c7bd9634c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-matched_energy-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "757329fd1d760d3f2dc5e73fb2686a94ba78c5a255db7f4ec9918f8d8ba700f8",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "dcffdc2891adcea6be0e672c5840527a7d7073ffaedc2bfa48a3287caa291d27",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "ac66b570abacbc83dff4250936becf7c538bf2aca8d53a358e237b33050b2616",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "0bbf355ce1ddb2d2ddfdd73a0ca2fba59dd479584403a6cf8aa0b8d2336935f9",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "6ce330b52b7e8067ae043df15f1691973afedc4867679c9d97761e88f6ca9cff",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/events.bin",
+      "bytes": 239888,
+      "sha256": "2815973438d5de7c169ed651101dec8136fe5bde549324010204ca7b7d694bac",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "894ab50fa8a60ebe4ccf54c46b7778488b83605bb08c9dcb438981f9901c0a0c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/state.npz",
+      "bytes": 2069652,
+      "sha256": "651624e2efa6b0cc8caedb3d120e020f37ca85accb36f59ba8dff69e914bd742",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "166a663b84ff3281babc50b7ebd7d356f6de1eed734b72abfd545b785b9a063c",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/tick-summary.npz",
+      "bytes": 7960,
+      "sha256": "4c375352f12484b81eb07b6e674774d732370f483394b04542caaccb2a5bd3ee",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/ticks.jsonl",
+      "bytes": 624666,
+      "sha256": "711b8d8ffe1cea676f2947efac22b65c15a52365766a6976bb34eb2cf54f1995",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/novel_to_aj/novel_to_aj-physiological-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "d17e1c743093b083d47ca78438e56f3097b5634da887f83987aec477b9ec4274",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "18cae6e5e9a99a239baf3e1d78ed2017022923e0ce4aa8a6c3725a267fed1fd5",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f8841b63ee734ddd51fac8d47017ea3499d8fb67b14623c6a24e45503fbb809",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fdc9d9439f0a7ced8c05728bd893861e1a383b4ff2d0e8338817e80c75b0dc69",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "ee6cf00cae5c024fd596d217168f18466e579effa3af9cbe022168b6e2c5d39a",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/events.bin",
+      "bytes": 247856,
+      "sha256": "57d328e7f223d47f189bc7ffe1b13a6da0022e160f5ad631c711f4099d56dd82",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/queue.jsonl",
+      "bytes": 320894,
+      "sha256": "90826f935c270e4d56d4310aad43d17124322129add4f096eabfa3c352bb2336",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/state.npz",
+      "bytes": 2090455,
+      "sha256": "8e79648cdfb7f23ed18f92a248708f028f9f5ffaccb9d59c171aa36ed3177509",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b0386ffb7f5aaac324e058daed6dddb87979001dbb172a9673cf5392d35ae212",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/tick-summary.npz",
+      "bytes": 7942,
+      "sha256": "50b0b9d9f26fc235dfb1a93cf87d6b5a770096f20e4cf6860c016d6b71dd40b4",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/ticks.jsonl",
+      "bytes": 624677,
+      "sha256": "8f899a22ace885bf5e4469705eade7db3d6baa0a78f2992346ff3495817cc4b0",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-matched_energy-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-applied.float32.npy",
+      "bytes": 16256128,
+      "sha256": "b3a535bc095db2464a75560ed11f336a9db8e843c08fd7681a1b9759b624ad8e",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-drive.float32.npy",
+      "bytes": 8128,
+      "sha256": "8b6432e8947f4c67466b5cae28cb0d0877b61862e80e6d9b10c5734d9afa8411",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-inhibition.float32.npy",
+      "bytes": 16256128,
+      "sha256": "8f9e59026dc7c7663abf8f7abc60ebf93b11a68483bc0960d375a83731acc859",
+      "reason": "exceeds_4_MiB"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-pending-tail.float32.npy",
+      "bytes": 292736,
+      "sha256": "fc1e2d8ffa426d4118a7544129323c5f7523e9df3e298a60922ca0ecabe7c18f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/apl-state.float32.npy",
+      "bytes": 8128,
+      "sha256": "36ecfec747be0c700959ba1ac171b81a1f3471aa9baba41b7bb6a67be01213c2",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/events.bin",
+      "bytes": 247008,
+      "sha256": "4eebd71c427d662a98759276cce7ec4a16ad0d66c9cbef7130fee3acdca8748b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/queue.jsonl",
+      "bytes": 320882,
+      "sha256": "ea81d2d07626aed2ae1096da17a1b4163d3568dc54438409c3ac35f81a7d395f",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/state.npz",
+      "bytes": 2086723,
+      "sha256": "933afdc1bd0ea81174aeb334f017cfbe1bbc0a72f8eca767698275c5dca886f3",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-state-hashes.jsonl",
+      "bytes": 255890,
+      "sha256": "b06d86d7560da6c0222e9ea82dc172faf94aec38950456d47a8bdc40acfbf3ad",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/tick-summary.npz",
+      "bytes": 7960,
+      "sha256": "16202d8f7fb4dc7569c32343e1aeb0ea19a58e239f51ce0e61861a1bae32854b",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/ticks.jsonl",
+      "bytes": 624666,
+      "sha256": "004c926433c5f42b506abed7b35d2d81660517ef00fda06e19cfaa0616558548",
+      "reason": "bulk_or_non_evidence_extension"
+    },
+    {
+      "path": "oracle/seed_validation/seed_validation-physiological-00-s1073741825/weights.npy",
+      "bytes": 204663632,
+      "sha256": "ac433da4b0ac3cdc20c526d99a7158c3dc2298b62c10784f9dcd7db1f089214b",
+      "reason": "exceeds_4_MiB"
+    }
+  ],
+  "model_payload_not_duplicated": true,
+  "model_payload_remains_at": "models/male-cns-lif/apl-timing-validation-v1",
+  "bulk_remains_at": "experiments/phase4ak-apl-timing-validation",
+  "complete_bulk_backup": false,
+  "scientific_gate_executed_by_publisher": false,
+  "scientific_gate_certified_by_publication": false,
+  "publication_success_is_not_scientific_pass": true,
+  "candidate_generated": false,
+  "learning_achieved": false,
+  "full_scientific_goal_achieved": false,
+  "old_heldout_dynamic_results_parsed": false,
+  "existing_files_modified": false,
+  "receipt_self_hash": "Not self-referential; returned by publish() and printed by main()",
+  "limits": {
+    "max_selected_evidence_file_bytes": 4194304,
+    "selected_suffixes": [
+      ".csv",
+      ".json",
+      ".log",
+      ".md",
+      ".sha256"
+    ]
+  }
+}
diff --git a/registry/phase4ak-apl-timing-validation/seal-verification.json b/registry/phase4ak-apl-timing-validation/seal-verification.json
new file mode 100644
index 0000000..3099e30
--- /dev/null
+++ b/registry/phase4ak-apl-timing-validation/seal-verification.json
@@ -0,0 +1,22 @@
+{
+  "model": {
+    "pass_all": true,
+    "root": "/data/digital-drosophila/models/male-cns-lif/apl-timing-validation-v1",
+    "payload_file_count": 17,
+    "payload_bytes": 526864,
+    "manifest_sha256": "3206a8666718b4a99e09b8384c87dd25895b5d7038d23fad7b93e40379183ccb",
+    "checksums_sha256": "0a0cc604736c6ac6040f9ad05b36399ca7f99bb6d2dfe2ae9ba5877da7fa5502",
+    "excluded_pycache_files": 0,
+    "verification_scope": "All sealed payload bytes/SHA-256, exact checksum inventory, and manifest self-SHA; no scientific gate execution"
+  },
+  "experiment": {
+    "pass_all": true,
+    "root": "/data/digital-drosophila/experiments/phase4ak-apl-timing-validation",
+    "payload_file_count": 2899,
+    "payload_bytes": 6154144988,
+    "manifest_sha256": "25eb7e467eb17c3fa83ffee2e4e82b754f161fd8891e515bed23eeb500c5656d",
+    "checksums_sha256": "65c9ee6e90a49fd22282a977d3770a07567c47f4303e12359239dd9c77246af2",
+    "excluded_pycache_files": 0,
+    "verification_scope": "All sealed payload bytes/SHA-256, exact checksum inventory, and manifest self-SHA; no scientific gate execution"
+  }
+}
diff --git a/tools/phase4ak-publication/fetch_phase4ak.py b/tools/phase4ak-publication/fetch_phase4ak.py
new file mode 100644
index 0000000..49df4ba
--- /dev/null
+++ b/tools/phase4ak-publication/fetch_phase4ak.py
@@ -0,0 +1,337 @@
+"""Fetch only externally anchored Phase 4AK small evidence and model source.
+
+No SSH connection is made at import. The API accepts an already authenticated
+SFTP client; the CLI rejects unknown host keys. This is not a trajectory backup
+or a local re-verification of remote bulk payloads/scientific gates.
+"""
+from __future__ import annotations
+
+import argparse
+import hashlib
+import json
+import os
+from pathlib import Path, PurePosixPath
+import re
+import stat
+
+REMOTE_ROOT = '/data/digital-drosophila'
+MODEL_RELATIVE = 'models/male-cns-lif/apl-timing-validation-v1'
+EXPERIMENT_RELATIVE = 'experiments/phase4ak-apl-timing-validation'
+REGISTRY_RELATIVE = 'registry/phase4ak-apl-timing-validation'
+MODEL_ROOT = REMOTE_ROOT + '/' + MODEL_RELATIVE
+REGISTRY_ROOT = REMOTE_ROOT + '/' + REGISTRY_RELATIVE
+DEFAULT_DESTINATION = Path(__file__).resolve().parents[2] / 'reports/phase4ak-apl-timing-validation'
+MAX_FILE_BYTES = 4 * 1024**2
+MAX_TOTAL_BYTES = 1024**3
+EVIDENCE_SUFFIXES = frozenset(('.json', '.csv', '.md', '.log', '.sha256'))
+SOURCE_SUFFIXES = frozenset(('.py', '.json', '.md', '.yaml', '.yml', '.toml', '.txt', '.sha256', '.cpp', '.cu', '.h', '.hpp'))
+CONTROLS = ('manifest.json', 'checksums.sha256')
+GENERATED = ('seal-verification.json', 'evidence-index.json')
+SHA = re.compile(r'[0-9a-f]{64}\Z')
+
+
+def require(condition, message):
+    if not condition:
+        raise ValueError(message)
+
+
+def sha(data):
+    return hashlib.sha256(data).hexdigest()
+
+
+def unique_object(pairs):
+    result = {}
+    for key, value in pairs:
+        require(key not in result, 'Duplicate JSON key: ' + key)
+        result[key] = value
+    return result
+
+
+def json_bytes(data):
+    def bad(value):
+        raise ValueError('Nonfinite JSON constant: ' + value)
+    return json.loads(data.decode('utf-8'), object_pairs_hook=unique_object, parse_constant=bad)
+
+
+def relative_name(value):
+    require(isinstance(value, str) and value and not any(c in value for c in ('\\', '\0', '\r', '\n', ':')),
+            'Invalid relative filename')
+    path = PurePosixPath(value)
+    require(not path.is_absolute() and path.as_posix() == value and
+            all(part not in ('', '.', '..', '__pycache__') and not part.endswith((' ', '.')) for part in path.parts),
+            'Noncanonical/escaping/cache filename: ' + value)
+    devices = {'CON', 'PRN', 'AUX', 'NUL', *(f'COM{i}' for i in range(1, 10)), *(f'LPT{i}' for i in range(1, 10))}
+    require(all(part.split('.')[0].upper() not in devices for part in path.parts), 'Reserved local filename')
+    return path
+
+
+def file_row(row, *, small=False):
+    require(isinstance(row, dict) and set(row) == {'path', 'bytes', 'sha256'}, 'Invalid hash-inventory row')
+    relative_name(row['path'])
+    require(type(row['bytes']) is int and row['bytes'] >= 0 and isinstance(row['sha256'], str) and
+            SHA.fullmatch(row['sha256']), 'Invalid file size/SHA')
+    if small:
+        require(row['bytes'] <= MAX_FILE_BYTES, 'Receipt file exceeds 4 MiB: ' + row['path'])
+    return row
+
+
+class BoundedSFTP:
+    def __init__(self, sftp):
+        self.sftp = sftp
+        self.directories = set()
+
+    def read(self, remote, size=None, checksum=None):
+        require(remote.startswith(REGISTRY_ROOT + '/') or remote.startswith(MODEL_ROOT + '/'),
+                'Remote request outside fixed AK registry/model scope')
+        # Never list a remote directory or discover unregistered sidecars.
+        parent = PurePosixPath(remote).parent
+        for directory in reversed((parent, *parent.parents)):
+            name = str(directory)
+            if name not in self.directories:
+                require(stat.S_ISDIR(self.sftp.lstat(name).st_mode), 'Remote symlink/non-directory: ' + name)
+                self.directories.add(name)
+        info = self.sftp.lstat(remote)
+        require(stat.S_ISREG(info.st_mode), 'Remote symlink/nonregular file: ' + remote)
+        require(0 <= info.st_size <= MAX_FILE_BYTES and (size is None or info.st_size == size),
+                'Remote size outside expected small-file limit: ' + remote)
+        chunks, count = [], 0
+        with self.sftp.open(remote, 'rb') as source:
+            while True:
+                block = source.read(min(1 << 20, MAX_FILE_BYTES + 1 - count))
+                if not block:
+                    break
+                count += len(block)
+                require(count <= MAX_FILE_BYTES, 'Remote file grew beyond download limit')
+                chunks.append(block)
+        data = b''.join(chunks)
+        require(len(data) == info.st_size and (size is None or len(data) == size), 'Remote size changed during read')
+        if checksum is not None:
+            require(sha(data) == checksum, 'Remote file SHA mismatch: ' + remote)
+        return data
+
+
+def validate_receipt(data, expected_sha):
+    require(sha(data) == expected_sha, 'External publication-receipt SHA mismatch')
+    receipt = json_bytes(data)
+    require(isinstance(receipt, dict) and receipt.get('publication_complete') is True and
+            receipt.get('registry') == REGISTRY_RELATIVE and receipt.get('project_root') == REMOTE_ROOT,
+            'Wrong/incomplete AK publication receipt')
+    for key in ('source_trees_verified_before_and_after_copy', 'publication_success_is_not_scientific_pass'):
+        require(receipt.get(key) is True, 'Missing publication qualification: ' + key)
+    for key in ('complete_bulk_backup', 'scientific_gate_executed_by_publisher',
+                'scientific_gate_certified_by_publication', 'candidate_generated', 'learning_achieved'):
+        require(receipt.get(key) is False, 'Unexpected publication claim: ' + key)
+    require(receipt.get('limits') == dict(max_selected_evidence_file_bytes=MAX_FILE_BYTES,
+            selected_suffixes=sorted(EVIDENCE_SUFFIXES)), 'Unexpected publication selection limits')
+    for key in ('model_manifest_sha256', 'experiment_manifest_sha256'):
+        require(isinstance(receipt.get(key), str) and SHA.fullmatch(receipt[key]), 'Missing manifest anchor: ' + key)
+    rows = {}
+    require(isinstance(receipt.get('files'), list) and receipt['files'], 'Empty receipt inventory')
+    for row in receipt['files']:
+        file_row(row, small=True)
+        name = row['path']
+        require(name not in rows, 'Duplicate receipt file: ' + name)
+        allowed = name in GENERATED or name in ('model/manifest.json', 'model/checksums.sha256') or (
+            name.startswith('evidence/') and PurePosixPath(name).suffix.lower() in EVIDENCE_SUFFIXES)
+        require(allowed, 'Receipt attempts a non-evidence/sidecar download: ' + name)
+        rows[name] = row
+    required = {'model/manifest.json', 'model/checksums.sha256', 'evidence/manifest.json',
+                'evidence/checksums.sha256', 'evidence/audit/final-status.json',
+                'evidence/regression/old-integrity-after.json', *GENERATED}
+    require(required.issubset(rows), 'Receipt omits required AK evidence/seal controls')
+    return receipt, rows
+
+
+def validate_manifest(manifest_data, checksums_data, expected_root, expected_sha):
+    require(sha(manifest_data) == expected_sha, 'Receipt/manifest SHA mismatch')
+    manifest = json_bytes(manifest_data)
+    require(isinstance(manifest, dict) and set(manifest) == {'root', 'files'} and
+            manifest['root'] == expected_root and isinstance(manifest['files'], list) and manifest['files'],
+            'Wrong seal manifest schema/root')
+    rows = {}
+    for row in manifest['files']:
+        file_row(row)
+        require(row['path'] not in rows and row['path'] not in CONTROLS, 'Duplicate/control manifest payload')
+        rows[row['path']] = row
+    checksums = {}
+    for line in checksums_data.decode('utf-8').splitlines():
+        require(len(line) >= 67 and line[64:66] == '  ' and SHA.fullmatch(line[:64]), 'Invalid checksum line')
+        name = line[66:]
+        relative_name(name)
+        require(name not in checksums, 'Duplicate checksum filename')
+        checksums[name] = line[:64]
+    require(checksums == {**{name: row['sha256'] for name, row in rows.items()}, 'manifest.json': expected_sha},
+            'Manifest self-SHA/checksum inventory mismatch')
+    return rows
+
+
+def local_name(registry_name):
+    if registry_name.startswith('evidence/'):
+        return registry_name[len('evidence/'):]
+    if registry_name.startswith('model/'):
+        return registry_name
+    return 'registry/' + registry_name
+
+
+def _check_local_target(destination):
+    require(destination.is_absolute(), 'Report destination must be absolute')
+    for part in (destination, *destination.parents):
+        require(not part.is_symlink() and not getattr(part, 'is_junction', lambda: False)(),
+                'Local symlink/junction destination is forbidden')
+    require(not destination.exists(), 'Report destination exists; no overwrite/resume')
+
+
+def _write(path, data):
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open('xb') as output:
+        output.write(data)
+    require(path.stat().st_size == len(data) and sha(path.read_bytes()) == sha(data), 'Local write verification failed')
+
+
+def fetch(sftp, destination, receipt_sha256, *, max_total_bytes=MAX_TOTAL_BYTES):
+    """SFTP read-only API. Destination is exclusive; receipt SHA is out-of-band.
+
+Registry evidence/* mirrors into the report root, model/* into model/, and
+receipt/generated publication metadata into registry/. Only source-whitelisted
+model payloads are added; every transferred file is individually SHA checked.
+"""
+    require(isinstance(receipt_sha256, str) and SHA.fullmatch(receipt_sha256.lower()), 'External receipt SHA256 is required')
+    receipt_sha256 = receipt_sha256.lower()
+    require(type(max_total_bytes) is int and max_total_bytes > 0, 'Invalid total download budget')
+    destination = Path(destination)
+    _check_local_target(destination)
+    remote = BoundedSFTP(sftp)
+    receipt_bytes = remote.read(REGISTRY_ROOT + '/publication-receipt.json', checksum=receipt_sha256)
+    receipt, rows = validate_receipt(receipt_bytes, receipt_sha256)
+    cached = {}
+    for prefix in ('model/', 'evidence/'):
+        for control in CONTROLS:
+            name = prefix + control; row = rows[name]
+            cached[name] = remote.read(REGISTRY_ROOT + '/' + name, row['bytes'], row['sha256'])
+    model_rows = validate_manifest(cached['model/manifest.json'], cached['model/checksums.sha256'],
+                                  MODEL_ROOT, receipt['model_manifest_sha256'])
+    experiment_rows = validate_manifest(cached['evidence/manifest.json'], cached['evidence/checksums.sha256'],
+        REMOTE_ROOT + '/' + EXPERIMENT_RELATIVE, receipt['experiment_manifest_sha256'])
+    # Model source is fetched from its sealed model path, not the registry. Bind
+    # its current controls to the receipt before reading any source payload.
+    for control in CONTROLS:
+        row = rows['model/' + control]
+        remote.read(MODEL_ROOT + '/' + control, row['bytes'], row['sha256'])
+    for name, row in rows.items():
+        if name.startswith('evidence/') and name[len('evidence/'):] not in CONTROLS:
+            original = experiment_rows.get(name[len('evidence/'):])
+            require(original is not None and all(row[key] == original[key] for key in ('bytes', 'sha256')),
+                    'Registry evidence disagrees with experiment seal: ' + name)
+    for name in GENERATED:
+        row = rows[name]
+        cached[name] = remote.read(REGISTRY_ROOT + '/' + name, row['bytes'], row['sha256'])
+    proof = json_bytes(cached['seal-verification.json'])
+    for key, root, manifest_rows, prefix in (('model', MODEL_ROOT, model_rows, 'model/'),
+            ('experiment', REMOTE_ROOT + '/' + EXPERIMENT_RELATIVE, experiment_rows, 'evidence/')):
+        item = proof.get(key, {})
+        require(item.get('pass_all') is True and item.get('root') == root and
+                item.get('manifest_sha256') == receipt[key + '_manifest_sha256'] and
+                item.get('checksums_sha256') == rows[prefix + 'checksums.sha256']['sha256'] and
+                item.get('payload_file_count') == len(manifest_rows) and
+                item.get('payload_bytes') == sum(row['bytes'] for row in manifest_rows.values()),
+                'Publication seal-verification disagrees with manifest: ' + key)
+    index = json_bytes(cached['evidence-index.json'])
+    require(isinstance(index, list), 'Invalid publication evidence index')
+    indexed = set()
+    for item in index:
+        require(isinstance(item, dict) and set(item) == {'source', 'copy', 'bytes', 'sha256'}, 'Invalid evidence-index row')
+        name = item['copy']
+        require(name in rows and name not in GENERATED and name not in indexed, 'Duplicate/unexpected evidence-index copy')
+        indexed.add(name)
+        expected_source = (EXPERIMENT_RELATIVE + '/' + name[len('evidence/'):] if name.startswith('evidence/')
+                           else MODEL_RELATIVE + '/' + name[len('model/'):])
+        require(item['source'] == expected_source and all(item[key] == rows[name][key] for key in ('bytes', 'sha256')),
+                'Evidence-index source/hash mismatch')
+    require(indexed == set(rows) - set(GENERATED), 'Evidence-index coverage mismatch')
+    plan = [(REGISTRY_ROOT + '/' + name, local_name(name), row, cached.get(name)) for name, row in sorted(rows.items())]
+    omitted = []
+    for name, row in sorted(model_rows.items()):
+        if PurePosixPath(name).suffix.lower() in SOURCE_SUFFIXES and row['bytes'] <= MAX_FILE_BYTES:
+            plan.append((MODEL_ROOT + '/' + name, 'model/' + name, row, None))
+        else:
+            omitted.append(dict(row, reason='model_non_source_or_over_4_MiB'))
+    paths = ['registry/publication-receipt.json', 'fetch-verification.json', 'fetch-failure.json'] + [entry[1] for entry in plan]
+    lowered = [relative_name(name).as_posix().casefold() for name in paths]
+    require(len(set(lowered)) == len(lowered) and not any(
+        parent.as_posix().casefold() in set(lowered) for name in paths for parent in PurePosixPath(name).parents if str(parent) != '.'),
+        'Local case-insensitive/path-prefix collision')
+    planned_bytes = len(receipt_bytes) + sum(entry[2]['bytes'] for entry in plan)
+    require(planned_bytes <= max_total_bytes, 'Selected evidence exceeds total download budget')
+    _check_local_target(destination)
+    destination.mkdir(parents=True, exist_ok=False)
+    try:
+        _write(destination / 'registry/publication-receipt.json', receipt_bytes)
+        downloaded = []
+        for source, local, row, data in plan:
+            if data is None:
+                data = remote.read(source, row['bytes'], row['sha256'])
+            require(len(data) == row['bytes'] and sha(data) == row['sha256'], 'Cached/downloaded file hash mismatch')
+            _write(destination / local, data)
+            downloaded.append(dict(remote=source, local=local, bytes=len(data), sha256=sha(data)))
+        final = json_bytes((destination / 'audit/final-status.json').read_bytes())
+        require(final.get('status') == receipt.get('declared_audit_status'), 'Receipt/final-status declaration mismatch')
+        for key, value in receipt.get('declared_gate_results', {}).items():
+            require(final.get(key) == value and type(final.get(key)) is type(value), 'Receipt/final gate flag mismatch')
+        for key, value in receipt.get('declared_validation_counts', {}).items():
+            require(final.get(key) == value and type(final.get(key)) is type(value), 'Receipt/final coverage mismatch')
+        # Re-read immutable anchors, not unselected experiment payloads.
+        remote.read(REGISTRY_ROOT + '/publication-receipt.json', len(receipt_bytes), receipt_sha256)
+        for control in CONTROLS:
+            row = rows['model/' + control]
+            remote.read(MODEL_ROOT + '/' + control, row['bytes'], row['sha256'])
+        result = dict(fetch_complete=True, publication_receipt_sha256=receipt_sha256,
+            external_receipt_anchor_required=True, declared_audit_status=final['status'],
+            model_manifest_sha256=receipt['model_manifest_sha256'], experiment_manifest_sha256=receipt['experiment_manifest_sha256'],
+            both_manifest_self_checksums_verified=True, every_downloaded_file_sha256_verified=True,
+            files=downloaded, file_count=len(downloaded), selected_bytes=planned_bytes,
+            model_payload_not_downloaded=omitted, all_remote_experiment_bulk_rehashed_locally=False,
+            full_remote_seal_verification_is_publisher_receipt_claim=True, complete_bulk_backup=False,
+            scientific_gate_executed=False, scientific_pass_certified_by_fetch=False,
+            fetch_success_is_not_scientific_pass=True, candidate_generated=False, learning_achieved=False,
+            AJ_interpretation_sidecar_requested=False, existing_files_modified=False)
+        _write(destination / 'fetch-verification.json', (json.dumps(result, ensure_ascii=False, indent=2, allow_nan=False) + '\n').encode())
+        return result
+    except Exception as error:
+        failure = destination / 'fetch-failure.json'
+        if not failure.exists():
+            _write(failure, (json.dumps(dict(fetch_complete=False, type=type(error).__name__, message=str(error),
+                partial_outputs_preserved=True, existing_files_modified=False), allow_nan=False) + '\n').encode())
+        raise
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('--receipt-sha256', required=True, help='Out-of-band SHA printed by the verified AK publisher')
+    parser.add_argument('--destination', type=Path, default=DEFAULT_DESTINATION)
+    parser.add_argument('--host', default='192.168.10.51')
+    parser.add_argument('--user', default='qishizhe')
+    parser.add_argument('--port', type=int, default=22)
+    parser.add_argument('--password-env', default='MALECNS_REMOTE_PASSWORD')
+    parser.add_argument('--known-hosts', type=Path, default=Path.home() / '.ssh/known_hosts',
+                        help='Explicit existing user known_hosts; unknown hosts are always rejected')
+    args = parser.parse_args()
+    require(SHA.fullmatch(args.receipt_sha256.lower()), 'External receipt SHA256 is required')
+    _check_local_target(args.destination)
+    require(args.known_hosts.is_file(), 'Known-hosts file is missing; configure trust externally, never auto-add')
+    import paramiko
+    client = paramiko.SSHClient()
+    client.load_system_host_keys(str(args.known_hosts))
+    client.set_missing_host_key_policy(paramiko.RejectPolicy())
+    try:
+        client.connect(args.host, port=args.port, username=args.user, password=os.environ.get(args.password_env),
+                       timeout=15, auth_timeout=15, banner_timeout=15)
+        with client.open_sftp() as sftp:
+            result = fetch(sftp, args.destination, args.receipt_sha256)
+        print(json.dumps({key: result[key] for key in ('fetch_complete', 'publication_receipt_sha256',
+              'declared_audit_status', 'file_count', 'fetch_success_is_not_scientific_pass')}), flush=True)
+    finally:
+        client.close()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/tools/phase4ak-publication/publish_phase4ak.py b/tools/phase4ak-publication/publish_phase4ak.py
new file mode 100644
index 0000000..6d3659e
--- /dev/null
+++ b/tools/phase4ak-publication/publish_phase4ak.py
@@ -0,0 +1,234 @@
+"""Exclusive small-evidence publication after both Phase 4AK seals verify.
+
+Publication verifies and copies bytes. It never runs a brain, re-evaluates a
+scientific gate, converts FAIL/INCOMPLETE into PASS, or changes frozen sources.
+The source-pinned Phase 4AI verification/copy helpers are executed unchanged.
+"""
+from __future__ import annotations
+
+import hashlib
+import importlib.util
+import json
+from pathlib import Path, PurePosixPath
+
+
+ROOT = Path('/data/digital-drosophila')
+MODEL_RELATIVE = Path('models/male-cns-lif/apl-timing-validation-v1')
+EXPERIMENT_RELATIVE = Path('experiments/phase4ak-apl-timing-validation')
+REGISTRY_RELATIVE = Path('registry/phase4ak-apl-timing-validation')
+HELPER_RELATIVE = Path('models/male-cns-lif/pn-recruitment-audit-v1/publication.py')
+HELPER_SHA256 = '7a79c499098b74163e7bb16adabcbc54e7069dafa204d0b99c7f4c03d79f8016'
+MAX_EVIDENCE_BYTES = 4 * 1024 ** 2
+EVIDENCE_SUFFIXES = frozenset(('.json', '.csv', '.md', '.log', '.sha256'))
+FINAL_STATUSES = frozenset((
+    'PASS-FROZEN-D18-INDEPENDENT-VALIDATION',
+    'FAIL-SEED-VALIDATION-REPRESENTATION',
+    'FAIL-NOVEL-ODOR-REPRESENTATION',
+    'FAIL-FROZEN-INTEGRITY-OR-REGRESSION',
+    'FAIL-NUMERICAL-OR-EXECUTION-POLICY',
+    'INCOMPLETE-VALIDATION-EXECUTION',
+))
+REQUIRED_EVIDENCE = ('audit/final-status.json', 'regression/old-integrity-after.json')
+REFERENCE_EVIDENCE = 'regression/frozen-five.json'
+GATE_FIELDS = ('numerical_gate_pass', 'seed_validation_pass', 'novel_to_aj_pass',
+               'novel_dynamics_executed', 'novel_unlock_policy_violation',
+               'old_frozen_integrity_pass', 'frozen_five_reference_pass')
+COUNT_FIELDS = ('planned_primary_cases', 'actual_primary_cases',
+                'aggregated_valid_primary_cases', 'actual_checked_repeats')
+
+
+def require(condition, message):
+    if not condition:
+        raise ValueError(message)
+
+
+def load_helpers(path):
+    """Instantiate the unchanged module from its exact pinned source bytes.
+
+Using module_from_spec plus the source bytes avoids writing/importing a pyc
+inside the sealed old model, even if the publisher was invoked without -B.
+No old module global is redirected or modified after module initialization.
+"""
+    path = Path(path)
+    require(path.is_absolute() and path.is_file() and not path.is_symlink(), 'Invalid frozen helper path')
+    data = path.read_bytes()
+    require(hashlib.sha256(data).hexdigest() == HELPER_SHA256, 'Frozen AI publication helper hash mismatch')
+    spec = importlib.util.spec_from_file_location('phase4ak_frozen_ai_publication_helpers', path)
+    require(spec is not None and spec.loader is not None, 'Unable to define frozen helper module')
+    module = importlib.util.module_from_spec(spec)
+    exec(compile(data, str(path), 'exec'), module.__dict__)
+    require(module._digest(path) == HELPER_SHA256, 'Helper source changed while loading')
+    return module
+
+
+def _copy(helper, source, destination, size, checksum):
+    """Separate local delegation point for interruption-only synthetic tests."""
+    helper._copy_verified(source, destination, size, checksum)
+
+
+def _write_small_json(helper, path, value):
+    data = (json.dumps(value, indent=2, ensure_ascii=False, allow_nan=False) + '\n').encode('utf-8')
+    require(len(data) <= MAX_EVIDENCE_BYTES, 'Generated registry evidence exceeds 4 MiB: ' + str(path))
+    with Path(path).open('xb') as stream:
+        stream.write(data)
+    require(Path(path).stat().st_size == len(data), 'Generated registry evidence size changed')
+
+
+def _status_evidence(helper, experiment, rows):
+    """Check declaration consistency only, not the scientific gate itself."""
+    for relative in REQUIRED_EVIDENCE:
+        require(relative in rows, 'Required finalized evidence absent from seal: ' + relative)
+        require(rows[relative]['bytes'] <= MAX_EVIDENCE_BYTES, 'Required finalized evidence exceeds 4 MiB')
+    status, integrity = [helper._json_bytes((experiment / relative).read_bytes())
+                         for relative in REQUIRED_EVIDENCE]
+    reference = None
+    if REFERENCE_EVIDENCE in rows:
+        require(rows[REFERENCE_EVIDENCE]['bytes'] <= MAX_EVIDENCE_BYTES, 'Frozen reference evidence exceeds 4 MiB')
+        reference = helper._json_bytes((experiment / REFERENCE_EVIDENCE).read_bytes())
+        require(isinstance(reference, dict) and type(reference.get('pass_all')) is bool and
+                isinstance(reference.get('trials'), list), 'Invalid frozen reference report')
+        if reference['pass_all']:
+            require(len(reference['trials']) == 5, 'Declared frozen-five PASS must contain five trial records')
+    require(isinstance(status, dict) and status.get('status') in FINAL_STATUSES,
+            'Unrecognized Phase 4AK final status')
+    for key in GATE_FIELDS:
+        require(type(status.get(key)) is bool, 'Missing/non-Boolean finalized result: ' + key)
+    for key in COUNT_FIELDS:
+        require(type(status.get(key)) is int and status[key] >= 0, 'Missing/invalid finalized count: ' + key)
+    require(status['planned_primary_cases'] == 120, 'Declared planned validation design changed')
+    # Preserve unexpected actual coverage in a declared failure, not censor it.
+    # A PASS below still requires exactly the predeclared 120 + 24 coverage.
+    for key in ('candidate_generated', 'learning_achieved', 'full_scientific_goal_achieved',
+                'dynamics_changed', 'old_heldout_dynamic_results_parsed', 'biological_delay_measured'):
+        require(status.get(key) is False, 'Unexpected finalized scope claim: ' + key)
+    require(status.get('unchanged_sealed_runtime') is True and
+            status.get('shared_APL_arithmetic_oracle_limitation') is True and
+            type(status.get('APL_nonKC_fast_edges_unreplaced')) is int and
+            status['APL_nonKC_fast_edges_unreplaced'] == 1212, 'Missing/changed finalized runtime limitations')
+    require(status.get('novel_scope') == 'Unused for AG/AJ calibration, not historically never simulated',
+            'Unrecognized novel-odor scope')
+    require(isinstance(integrity, dict) and bool(integrity) and all(
+            isinstance(row, dict) and type(row.get('pass')) is bool for row in integrity.values()),
+            'Missing/invalid frozen-integrity report')
+    require(status['old_frozen_integrity_pass'] == all(row['pass'] for row in integrity.values()),
+            'Final status contradicts its frozen-integrity report')
+    reference_pass = bool(reference is not None and reference['pass_all'])
+    require(status['frozen_five_reference_pass'] == reference_pass,
+            'Final status contradicts its frozen-reference report/presence')
+    if status['status'].startswith('PASS-'):
+        require(status['numerical_gate_pass'] and status['seed_validation_pass'] and
+                status['novel_to_aj_pass'] and status['novel_dynamics_executed'] and
+                not status['novel_unlock_policy_violation'] and status['old_frozen_integrity_pass'] and
+                reference_pass and status['actual_primary_cases'] == 120 and
+                status['aggregated_valid_primary_cases'] == 120 and status['actual_checked_repeats'] == 24,
+                'Declared PASS contradicts finalized gate/coverage flags')
+    return status, reference, integrity
+
+
+def publish(root=ROOT, helper_path=None):
+    """Publish the fixed AK registry exclusively; root override is for tests.
+
+Only sealed small experiment evidence and the two model seal controls are
+copied. Every bulk payload is nevertheless verified before and after copying.
+An interrupted registry is preserved and cannot be overwritten or resumed.
+"""
+    root = Path(root)
+    require(root.is_absolute() and root.is_dir() and not root.is_symlink(), 'Invalid project root')
+    root = root.resolve(strict=True)
+    model, experiment, registry = (root / part for part in
+                                   (MODEL_RELATIVE, EXPERIMENT_RELATIVE, REGISTRY_RELATIVE))
+    require(not registry.exists() and not registry.is_symlink(), 'Registry already exists; no overwrite/resume')
+    helper_path = root / HELPER_RELATIVE if helper_path is None else Path(helper_path)
+    helper = load_helpers(helper_path)
+    for path in (model, experiment, registry.parent):
+        current = root
+        for part in path.relative_to(root).parts:
+            current = current / part
+            require(not current.is_symlink(), 'Symlink in publication root path: ' + str(current))
+    verified = {'model': helper.verify_seal(model), 'experiment': helper.verify_seal(experiment)}
+    experiment_rows = {row['path']: row for row in verified['experiment']['files']}
+    status, reference, integrity = _status_evidence(helper, experiment, experiment_rows)
+    plans, omitted = [], []
+    for row in verified['experiment']['files'] + helper._control_rows(experiment, verified['experiment']):
+        if PurePosixPath(row['path']).suffix.lower() in EVIDENCE_SUFFIXES and row['bytes'] <= MAX_EVIDENCE_BYTES:
+            plans.append((experiment, row, 'evidence/' + row['path']))
+        else:
+            omitted.append(dict(path=row['path'], bytes=row['bytes'], sha256=row['sha256'],
+                reason='exceeds_4_MiB' if row['bytes'] > MAX_EVIDENCE_BYTES else 'bulk_or_non_evidence_extension'))
+    for row in helper._control_rows(model, verified['model']):
+        require(row['bytes'] <= MAX_EVIDENCE_BYTES, 'Model seal control exceeds small-evidence limit')
+        plans.append((model, row, 'model/' + row['path']))
+    destinations = {target for _, _, target in plans}
+    required_copies = ['manifest.json', 'checksums.sha256', *REQUIRED_EVIDENCE]
+    if reference is not None:
+        required_copies.append(REFERENCE_EVIDENCE)
+    for relative in required_copies:
+        require('evidence/' + relative in destinations, 'Required experiment evidence cannot be copied: ' + relative)
+    require(len(destinations) == len(plans), 'Duplicate planned evidence destination')
+    registry.parent.mkdir(parents=True, exist_ok=True)
+    registry.mkdir(exist_ok=False)
+    try:
+        records = []
+        for source_root, row, relative in plans:
+            source = helper._regular_file(source_root.resolve(), row['path'])
+            _copy(helper, source, registry / relative, row['bytes'], row['sha256'])
+            records.append(dict(source=source.relative_to(root).as_posix(), copy=relative,
+                                bytes=row['bytes'], sha256=row['sha256']))
+        after = {'model': helper.verify_seal(model), 'experiment': helper.verify_seal(experiment)}
+        require(after == verified, 'A sealed tree changed during publication')
+        require(helper._digest(helper_path) == HELPER_SHA256, 'Frozen helper changed during publication')
+        proof = {name: {key: value for key, value in report.items() if key != 'files'}
+                 for name, report in verified.items()}
+        _write_small_json(helper, registry / 'seal-verification.json', proof)
+        _write_small_json(helper, registry / 'evidence-index.json', records)
+        files = [dict(path=path.relative_to(registry).as_posix(), bytes=path.stat().st_size,
+                      sha256=helper._digest(path)) for path in sorted(registry.rglob('*')) if path.is_file()]
+        receipt = dict(publication_complete=True, registry=registry.relative_to(root).as_posix(),
+            project_root=str(root), declared_audit_status=status['status'],
+            declared_gate_results={key: status[key] for key in GATE_FIELDS},
+            declared_validation_counts={key: status[key] for key in COUNT_FIELDS},
+            declared_novel_scope=status['novel_scope'],
+            frozen_reference_report=dict(present=reference is not None,
+                path='evidence/' + REFERENCE_EVIDENCE if reference is not None else None,
+                sha256=experiment_rows[REFERENCE_EVIDENCE]['sha256'] if reference is not None else None,
+                declared_pass_all=reference['pass_all'] if reference is not None else None,
+                reported_trial_count=len(reference['trials']) if reference is not None else None,
+                missing_is_not_a_success_or_fabricated_trial_failure=True),
+            frozen_integrity_report=dict(path='evidence/regression/old-integrity-after.json',
+                sha256=experiment_rows['regression/old-integrity-after.json']['sha256'],
+                declared_pass_by_root={name: row['pass'] for name, row in integrity.items()}),
+            frozen_helper_source=str(helper_path), frozen_helper_sha256=HELPER_SHA256,
+            publisher_sha256=helper._digest(Path(__file__)), helper_globals_redirected=False,
+            model_manifest_sha256=verified['model']['manifest_sha256'],
+            experiment_manifest_sha256=verified['experiment']['manifest_sha256'],
+            source_trees_verified_before_and_after_copy=True,
+            copied_evidence_files=len(records), copied_evidence_bytes=sum(row['bytes'] for row in records),
+            files=files, experiment_payload_not_copied=omitted,
+            model_payload_not_duplicated=True, model_payload_remains_at=MODEL_RELATIVE.as_posix(),
+            bulk_remains_at=EXPERIMENT_RELATIVE.as_posix(), complete_bulk_backup=False,
+            scientific_gate_executed_by_publisher=False, scientific_gate_certified_by_publication=False,
+            publication_success_is_not_scientific_pass=True, candidate_generated=False,
+            learning_achieved=False, full_scientific_goal_achieved=False,
+            old_heldout_dynamic_results_parsed=False, existing_files_modified=False,
+            receipt_self_hash='Not self-referential; returned by publish() and printed by main()',
+            limits=dict(max_selected_evidence_file_bytes=MAX_EVIDENCE_BYTES,
+                        selected_suffixes=sorted(EVIDENCE_SUFFIXES)))
+        receipt_path = registry / 'publication-receipt.json'
+        _write_small_json(helper, receipt_path, receipt)
+        return dict(publication_complete=True, registry=str(registry), declared_audit_status=status['status'],
+                    copied_evidence_files=len(records), receipt_sha256=helper._digest(receipt_path),
+                    scientific_gate_executed_by_publisher=False, publication_success_is_not_scientific_pass=True)
+    except Exception as error:
+        failure = registry / 'publication-failure.json'
+        if not failure.exists():
+            _write_small_json(helper, failure, dict(publication_complete=False, type=type(error).__name__,
+                message=str(error), partial_outputs_preserved=True, existing_files_modified=False))
+        raise
+
+
+def main():
+    print(json.dumps(publish(), ensure_ascii=False, allow_nan=False), flush=True)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/tools/phase4ak-publication/test_fetch_phase4ak.py b/tools/phase4ak-publication/test_fetch_phase4ak.py
new file mode 100644
index 0000000..a31334b
--- /dev/null
+++ b/tools/phase4ak-publication/test_fetch_phase4ak.py
@@ -0,0 +1,239 @@
+"""Pure in-memory SFTP plus temporary local destinations, never a real server."""
+import io
+import json
+from pathlib import Path
+import stat
+import tempfile
+import types
+import unittest
+
+import fetch_phase4ak as fetcher
+
+
+def data(value):
+    return (json.dumps(value, sort_keys=True, allow_nan=False) + '\n').encode()
+
+
+def row(name, content):
+    return dict(path=name, bytes=len(content), sha256=fetcher.sha(content))
+
+
+def sealed(root, payload):
+    rows = [row(name, content) for name, content in sorted(payload.items())]
+    manifest = data(dict(root=root, files=rows))
+    checksums = '\n'.join([entry['sha256'] + '  ' + entry['path'] for entry in rows] +
+                          [fetcher.sha(manifest) + '  manifest.json']).encode() + b'\n'
+    return dict(payload, **{'manifest.json': manifest, 'checksums.sha256': checksums}), dict(
+        pass_all=True, root=root, payload_file_count=len(rows), payload_bytes=sum(x['bytes'] for x in rows),
+        manifest_sha256=fetcher.sha(manifest), checksums_sha256=fetcher.sha(checksums))
+
+
+class FakeSFTP:
+    def __init__(self, files):
+        self.files = files
+        self.opened = []
+        self.hook = None
+        self.symlinks = set()
+
+    def lstat(self, name):
+        if name in self.symlinks:
+            return types.SimpleNamespace(st_mode=stat.S_IFLNK | 0o777, st_size=1)
+        if name in self.files:
+            return types.SimpleNamespace(st_mode=stat.S_IFREG | 0o644, st_size=len(self.files[name]))
+        if any(path.startswith(name.rstrip('/') + '/') for path in self.files):
+            return types.SimpleNamespace(st_mode=stat.S_IFDIR | 0o755, st_size=0)
+        raise FileNotFoundError(name)
+
+    def open(self, name, mode):
+        if mode != 'rb':
+            raise AssertionError('Remote write attempted')
+        self.opened.append(name)
+        if self.hook:
+            self.hook(name)
+        return io.BytesIO(self.files[name])
+
+
+def fixture(extra_experiment=None, extra_model=None):
+    status = dict(status='INCOMPLETE-VALIDATION-EXECUTION', numerical_gate_pass=False,
+                  planned_primary_cases=120, candidate_generated=False, learning_achieved=False)
+    mp = {'module.py': b'# synthetic, not model execution\n', 'config.json': data({'synthetic': True}),
+          'never-download.npy': b'raw model bulk'}
+    mp.update(extra_model or {})
+    ep = {'audit/final-status.json': data(status), 'regression/old-integrity-after.json': data({'tree': {'pass': True}}),
+          'REPORT.md': b'Synthetic incomplete evidence.\n', 'tests.log': b'Synthetic test log.\n',
+          'gpu/example/state.npz': b'large trajectory placeholder not requested',
+          'gpu/example/tick-state-hashes.jsonl': b'non-whitelisted suffix'}
+    ep.update(extra_experiment or {})
+    model, model_proof = sealed(fetcher.MODEL_ROOT, mp)
+    experiment, exp_proof = sealed(fetcher.REMOTE_ROOT + '/' + fetcher.EXPERIMENT_RELATIVE, ep)
+    registry = {}
+    index = []
+    for name, content in experiment.items():
+        if Path(name).suffix.lower() in fetcher.EVIDENCE_SUFFIXES and len(content) <= fetcher.MAX_FILE_BYTES:
+            dest = 'evidence/' + name
+            registry[dest] = content
+            index.append(dict(source=fetcher.EXPERIMENT_RELATIVE + '/' + name,
+                              copy=dest, bytes=len(content), sha256=fetcher.sha(content)))
+    for name in fetcher.CONTROLS:
+        dest = 'model/' + name; content = model[name]
+        registry[dest] = content
+        index.append(dict(source=fetcher.MODEL_RELATIVE + '/' + name,
+                          copy=dest, bytes=len(content), sha256=fetcher.sha(content)))
+    registry['seal-verification.json'] = data(dict(model=model_proof, experiment=exp_proof))
+    registry['evidence-index.json'] = data(index)
+    receipt = dict(publication_complete=True, registry=fetcher.REGISTRY_RELATIVE, project_root=fetcher.REMOTE_ROOT,
+        source_trees_verified_before_and_after_copy=True, publication_success_is_not_scientific_pass=True,
+        complete_bulk_backup=False, scientific_gate_executed_by_publisher=False,
+        scientific_gate_certified_by_publication=False, candidate_generated=False, learning_achieved=False,
+        model_manifest_sha256=model_proof['manifest_sha256'], experiment_manifest_sha256=exp_proof['manifest_sha256'],
+        files=[row(name, content) for name, content in sorted(registry.items())],
+        limits=dict(max_selected_evidence_file_bytes=fetcher.MAX_FILE_BYTES, selected_suffixes=sorted(fetcher.EVIDENCE_SUFFIXES)),
+        declared_audit_status=status['status'], declared_gate_results={'numerical_gate_pass': False},
+        declared_validation_counts={'planned_primary_cases': 120})
+    registry['publication-receipt.json'] = data(receipt)
+    files = {fetcher.MODEL_ROOT + '/' + name: content for name, content in model.items()}
+    files.update({fetcher.REGISTRY_ROOT + '/' + name: content for name, content in registry.items()})
+    return FakeSFTP(files), fetcher.sha(registry['publication-receipt.json'])
+
+
+class FetchTests(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory(prefix='phase4ak-fetch-synthetic-')
+        self.addCleanup(self.temp.cleanup)
+        self.destination = Path(self.temp.name).resolve() / 'report'
+        self.sftp, self.receipt_sha = fixture()
+
+    def receipt(self):
+        return fetcher.json_bytes(self.sftp.files[fetcher.REGISTRY_ROOT + '/publication-receipt.json'])
+
+    def resign(self, receipt):
+        raw = data(receipt)
+        self.sftp.files[fetcher.REGISTRY_ROOT + '/publication-receipt.json'] = raw
+        self.receipt_sha = fetcher.sha(raw)
+
+    def get(self, **kwargs):
+        return fetcher.fetch(self.sftp, self.destination, self.receipt_sha, **kwargs)
+
+    def test_only_receipt_small_files_and_model_source_with_hashes(self):
+        result = self.get()
+        self.assertTrue(result['fetch_complete'])
+        self.assertTrue(result['both_manifest_self_checksums_verified'])
+        self.assertTrue(result['fetch_success_is_not_scientific_pass'])
+        self.assertFalse(result['complete_bulk_backup'])
+        self.assertFalse(result['all_remote_experiment_bulk_rehashed_locally'])
+        self.assertEqual(result['declared_audit_status'], 'INCOMPLETE-VALIDATION-EXECUTION')
+        self.assertTrue((self.destination / 'audit/final-status.json').is_file())
+        self.assertTrue((self.destination / 'model/module.py').is_file())
+        self.assertTrue((self.destination / 'registry/publication-receipt.json').is_file())
+        self.assertFalse((self.destination / 'gpu/example/state.npz').exists())
+        self.assertFalse((self.destination / 'model/never-download.npy').exists())
+        self.assertFalse(any('interpretation' in path or 'phase4aj' in path or path.endswith(('.npy', '.npz', '.jsonl'))
+                             for path in self.sftp.opened))
+        for entry in result['files']:
+            self.assertEqual(fetcher.sha((self.destination / entry['local']).read_bytes()), entry['sha256'])
+
+    def test_out_of_band_sha_is_mandatory_and_checked_before_other_remote_reads(self):
+        for checksum in ('', 'g' * 64, '0' * 64):
+            self.sftp.opened.clear()
+            with self.subTest(checksum=checksum), self.assertRaises(ValueError):
+                fetcher.fetch(self.sftp, self.destination, checksum)
+            self.assertFalse(self.destination.exists())
+            self.assertTrue(all(path.endswith('/publication-receipt.json') for path in self.sftp.opened))
+
+    def test_no_overwrite_or_resume_even_empty_existing_directory(self):
+        self.destination.mkdir()
+        with self.assertRaisesRegex(ValueError, 'exists'):
+            self.get()
+        self.assertFalse(self.sftp.opened)
+        self.assertEqual(list(self.destination.iterdir()), [])
+
+    def test_malformed_or_non_small_receipt_paths_fail_without_download(self):
+        for name, size in (('../escape.json', 1), ('evidence/bulk.npy', 1), ('interpretation-metrics.json', 1),
+                           ('evidence/huge.json', fetcher.MAX_FILE_BYTES + 1), ('evidence/C:/escape.json', 1)):
+            with self.subTest(name=name):
+                self.sftp, self.receipt_sha = fixture()
+                receipt = self.receipt()
+                receipt['files'].append(dict(path=name, bytes=size, sha256='a' * 64))
+                self.resign(receipt)
+                with self.assertRaises(ValueError):
+                    self.get()
+                self.assertFalse(self.destination.exists())
+                self.assertEqual(self.sftp.opened, [fetcher.REGISTRY_ROOT + '/publication-receipt.json'])
+
+    def test_manifest_self_checksum_is_not_trusted_from_receipt_alone(self):
+        name = 'evidence/checksums.sha256'; path = fetcher.REGISTRY_ROOT + '/' + name
+        lines = self.sftp.files[path].decode().splitlines()
+        lines[-1] = '0' * 64 + '  manifest.json'
+        changed = ('\n'.join(lines) + '\n').encode()
+        self.sftp.files[path] = changed
+        receipt = self.receipt()
+        next(entry for entry in receipt['files'] if entry['path'] == name).update(bytes=len(changed), sha256=fetcher.sha(changed))
+        self.resign(receipt)
+        with self.assertRaisesRegex(ValueError, 'self-SHA'):
+            self.get()
+        self.assertFalse(self.destination.exists())
+
+    def test_model_original_seal_must_equal_registry_anchor(self):
+        self.sftp.files[fetcher.MODEL_ROOT + '/manifest.json'] += b' '
+        with self.assertRaises(ValueError):
+            self.get()
+        self.assertFalse(self.destination.exists())
+
+    def test_corrupt_selected_payload_preserves_partial_and_blocks_resume(self):
+        path = fetcher.REGISTRY_ROOT + '/evidence/REPORT.md'
+        self.sftp.files[path] = b'x' * len(self.sftp.files[path])
+        with self.assertRaisesRegex(ValueError, 'SHA'):
+            self.get()
+        self.assertTrue((self.destination / 'fetch-failure.json').is_file())
+        self.assertFalse((self.destination / 'fetch-verification.json').exists())
+        with self.assertRaisesRegex(ValueError, 'exists'):
+            self.get()
+
+    def test_model_source_hash_is_verified_without_fetching_other_payloads(self):
+        path = fetcher.MODEL_ROOT + '/module.py'
+        self.sftp.files[path] = b'x' * len(self.sftp.files[path])
+        with self.assertRaisesRegex(ValueError, 'SHA'):
+            self.get()
+        self.assertTrue((self.destination / 'fetch-failure.json').is_file())
+        self.assertFalse(any(path.endswith('never-download.npy') for path in self.sftp.opened))
+
+    def test_local_path_collision_and_total_budget_fail_before_destination(self):
+        self.sftp, self.receipt_sha = fixture(extra_experiment={'model/module.py.json': data({'not_source': True}),
+                                                              'model/config.json': data({'collision': True})})
+        with self.assertRaisesRegex(ValueError, 'collision'):
+            self.get()
+        self.assertFalse(self.destination.exists())
+        self.sftp, self.receipt_sha = fixture()
+        with self.assertRaisesRegex(ValueError, 'total download budget'):
+            self.get(max_total_bytes=1)
+        self.assertFalse(self.destination.exists())
+
+    def test_remote_symlink_rejected_without_open(self):
+        path = fetcher.REGISTRY_ROOT + '/publication-receipt.json'
+        self.sftp.symlinks.add(path)
+        with self.assertRaisesRegex(ValueError, 'symlink'):
+            self.get()
+        self.assertFalse(self.sftp.opened)
+
+    def test_anchor_changed_during_copy_fails_final_check(self):
+        receipt_path = fetcher.REGISTRY_ROOT + '/publication-receipt.json'
+        def change_on_source(name):
+            if name == fetcher.MODEL_ROOT + '/module.py':
+                self.sftp.files[receipt_path] += b' '
+        self.sftp.hook = change_on_source
+        with self.assertRaises(ValueError):
+            self.get()
+        self.assertTrue((self.destination / 'fetch-failure.json').is_file())
+        self.assertFalse((self.destination / 'fetch-verification.json').exists())
+
+    def test_no_import_network_and_cli_rejects_unknown_hosts(self):
+        source = Path(fetcher.__file__).read_text(encoding='utf-8')
+        self.assertIn('paramiko.RejectPolicy()', source)
+        self.assertIn('client.load_system_host_keys(str(args.known_hosts))', source)
+        self.assertIn("default=Path.home() / '.ssh/known_hosts'", source)
+        self.assertNotIn('AutoAddPolicy', source)
+        self.assertNotIn('interpretation-metrics.json', source)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/tools/phase4ak-publication/test_publish_phase4ak.py b/tools/phase4ak-publication/test_publish_phase4ak.py
new file mode 100644
index 0000000..a711a77
--- /dev/null
+++ b/tools/phase4ak-publication/test_publish_phase4ak.py
@@ -0,0 +1,260 @@
+"""Temporary synthetic seals only; never publish/register any real evidence."""
+import hashlib
+import json
+from pathlib import Path
+import tempfile
+import unittest
+from unittest import mock
+
+import publish_phase4ak as publication
+
+
+HELPER = Path(__file__).resolve().parents[1] / 'pn-recruitment-audit-v1/publication.py'
+if not HELPER.is_file():
+    HELPER = publication.ROOT / publication.HELPER_RELATIVE
+
+
+def sha(path):
+    return hashlib.sha256(path.read_bytes()).hexdigest()
+
+
+def write(path, value):
+    path.parent.mkdir(parents=True, exist_ok=True)
+    path.write_text(json.dumps(value, indent=2), encoding='utf-8')
+
+
+def seal(root):
+    rows = [dict(path=path.relative_to(root).as_posix(), bytes=path.stat().st_size, sha256=sha(path))
+            for path in sorted(root.rglob('*')) if path.is_file() and
+            path.name not in ('manifest.json', 'checksums.sha256') and '__pycache__' not in path.parts]
+    write(root / 'manifest.json', dict(root=str(root), files=rows))
+    lines = [row['sha256'] + '  ' + row['path'] for row in rows]
+    lines.append(sha(root / 'manifest.json') + '  manifest.json')
+    (root / 'checksums.sha256').write_text('\n'.join(lines) + '\n', encoding='utf-8')
+
+
+class PublicationTests(unittest.TestCase):
+    def setUp(self):
+        temporary = tempfile.TemporaryDirectory(prefix='phase4ak-publication-synthetic-')
+        self.addCleanup(temporary.cleanup)
+        self.root = Path(temporary.name).resolve()
+        self.model = self.root / publication.MODEL_RELATIVE
+        self.experiment = self.root / publication.EXPERIMENT_RELATIVE
+        self.registry = self.root / publication.REGISTRY_RELATIVE
+        self.model.mkdir(parents=True)
+        self.experiment.mkdir(parents=True)
+        (self.model / 'module.py').write_text('# synthetic, not a model\n', encoding='utf-8')
+        self.status = dict(status='FAIL-SEED-VALIDATION-REPRESENTATION', numerical_gate_pass=True,
+            seed_validation_pass=False, novel_to_aj_pass=False, novel_dynamics_executed=False,
+            novel_unlock_policy_violation=False, old_frozen_integrity_pass=True, frozen_five_reference_pass=True,
+            planned_primary_cases=120, actual_primary_cases=60, aggregated_valid_primary_cases=60,
+            actual_checked_repeats=12, candidate_generated=False, learning_achieved=False,
+            full_scientific_goal_achieved=False, unchanged_sealed_runtime=True, dynamics_changed=False,
+            old_heldout_dynamic_results_parsed=False, biological_delay_measured=False,
+            shared_APL_arithmetic_oracle_limitation=True, APL_nonKC_fast_edges_unreplaced=1212,
+            novel_scope='Unused for AG/AJ calibration, not historically never simulated')
+        write(self.experiment / 'audit/final-status.json', self.status)
+        write(self.experiment / 'regression/frozen-five.json', dict(pass_all=True, trials=[{'synthetic': i} for i in range(5)]))
+        write(self.experiment / 'regression/old-integrity-after.json', {'synthetic-old-tree': {'pass': True}})
+        write(self.experiment / 'nested/case/summary.json', {'synthetic': True})
+        (self.experiment / 'REPORT.md').write_text('Synthetic failed hypothesis.\n', encoding='utf-8')
+        (self.experiment / 'tests.log').write_text('Synthetic log\n', encoding='utf-8')
+        (self.experiment / 'bulk.npy').write_bytes(b'synthetic bulk bytes, not an array')
+        seal(self.model)
+        seal(self.experiment)
+
+    def publish(self):
+        return publication.publish(self.root, HELPER)
+
+    def test_failed_hypothesis_is_published_without_scientific_pass(self):
+        before = {str(path): sha(path) for base in (self.model, self.experiment)
+                  for path in base.rglob('*') if path.is_file()}
+        result = self.publish()
+        self.assertTrue(result['publication_complete'])
+        self.assertEqual(result['declared_audit_status'], self.status['status'])
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertFalse(receipt['declared_gate_results']['seed_validation_pass'])
+        self.assertFalse(receipt['scientific_gate_certified_by_publication'])
+        self.assertTrue(receipt['publication_success_is_not_scientific_pass'])
+        self.assertTrue((self.registry / 'evidence/nested/case/summary.json').is_file())
+        self.assertTrue((self.registry / 'model/checksums.sha256').is_file())
+        self.assertFalse((self.registry / 'model/module.py').exists())
+        self.assertFalse((self.registry / 'evidence/bulk.npy').exists())
+        for row in receipt['files']:
+            self.assertEqual(sha(self.registry / row['path']), row['sha256'])
+        self.assertEqual(before, {str(path): sha(path) for base in (self.model, self.experiment)
+                                 for path in base.rglob('*') if path.is_file()})
+
+    def test_incomplete_final_status_remains_incomplete(self):
+        self.status.update(status='INCOMPLETE-VALIDATION-EXECUTION', numerical_gate_pass=False)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        self.assertEqual(self.publish()['declared_audit_status'], self.status['status'])
+
+    def test_pass_requires_consistent_declared_gate_flags_and_coverage(self):
+        self.status['status'] = 'PASS-FROZEN-D18-INDEPENDENT-VALIDATION'
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        with self.assertRaisesRegex(ValueError, 'Declared PASS contradicts'):
+            self.publish()
+        self.assertFalse(self.registry.exists())
+        self.status.update(seed_validation_pass=True, novel_to_aj_pass=True, novel_dynamics_executed=True,
+                           actual_primary_cases=120, aggregated_valid_primary_cases=120, actual_checked_repeats=24)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        self.assertEqual(self.publish()['declared_audit_status'], self.status['status'])
+
+    def test_explicit_frozen_failure_is_recorded_not_hidden(self):
+        self.status.update(status='FAIL-FROZEN-INTEGRITY-OR-REGRESSION', old_frozen_integrity_pass=False)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        write(self.experiment / 'regression/old-integrity-after.json', {'synthetic-old-tree': {'pass': False}})
+        seal(self.experiment)
+        self.publish()
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertFalse(receipt['frozen_integrity_report']['declared_pass_by_root']['synthetic-old-tree'])
+
+    def test_existing_registry_never_overwritten_or_resumed(self):
+        self.registry.mkdir(parents=True)
+        sentinel = self.registry / 'keep.txt'
+        sentinel.write_bytes(b'keep these bytes')
+        with self.assertRaisesRegex(ValueError, 'Registry already exists'):
+            self.publish()
+        self.assertEqual(sentinel.read_bytes(), b'keep these bytes')
+        self.assertEqual(list(self.registry.iterdir()), [sentinel])
+
+    def test_missing_reference_preserved_as_absent_for_incomplete_not_fabricated_fail(self):
+        (self.experiment / 'regression/frozen-five.json').unlink()
+        self.status.update(status='INCOMPLETE-VALIDATION-EXECUTION', frozen_five_reference_pass=False)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        result = self.publish()
+        self.assertEqual(result['declared_audit_status'], 'INCOMPLETE-VALIDATION-EXECUTION')
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertFalse(receipt['frozen_reference_report']['present'])
+        self.assertIsNone(receipt['frozen_reference_report']['declared_pass_all'])
+        self.assertIsNone(receipt['frozen_reference_report']['reported_trial_count'])
+        self.assertFalse((self.registry / 'evidence/regression/frozen-five.json').exists())
+
+    def test_missing_integrity_report_blocks_before_destination(self):
+        (self.experiment / 'regression/old-integrity-after.json').unlink()
+        seal(self.experiment)
+        with self.assertRaisesRegex(ValueError, 'Required finalized evidence absent'):
+            self.publish()
+        self.assertFalse(self.registry.exists())
+
+    def test_explicit_reference_failure_is_copied_without_regrading(self):
+        self.status.update(status='FAIL-FROZEN-INTEGRITY-OR-REGRESSION', frozen_five_reference_pass=False)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        write(self.experiment / 'regression/frozen-five.json', dict(pass_all=False,
+              trials=[dict(synthetic=0, pass_all=False, message='retained exact diagnostic')]))
+        seal(self.experiment)
+        self.publish()
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertTrue(receipt['frozen_reference_report']['present'])
+        self.assertFalse(receipt['frozen_reference_report']['declared_pass_all'])
+        self.assertEqual(receipt['frozen_reference_report']['reported_trial_count'], 1)
+        self.assertEqual((self.registry / 'evidence/regression/frozen-five.json').read_bytes(),
+                         (self.experiment / 'regression/frozen-five.json').read_bytes())
+
+    def test_novel_representation_failure_keeps_its_own_status(self):
+        self.status.update(status='FAIL-NOVEL-ODOR-REPRESENTATION', seed_validation_pass=True,
+            novel_dynamics_executed=True, actual_primary_cases=120, aggregated_valid_primary_cases=120,
+            actual_checked_repeats=24)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        self.assertEqual(self.publish()['declared_audit_status'], self.status['status'])
+
+    def test_policy_failure_is_not_relabelled_or_hidden(self):
+        self.status.update(status='FAIL-NUMERICAL-OR-EXECUTION-POLICY', numerical_gate_pass=False,
+                           novel_dynamics_executed=True, novel_unlock_policy_violation=True,
+                           actual_primary_cases=121)
+        write(self.experiment / 'audit/final-status.json', self.status)
+        seal(self.experiment)
+        self.publish()
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertTrue(receipt['declared_gate_results']['novel_unlock_policy_violation'])
+        self.assertEqual(receipt['declared_validation_counts']['actual_primary_cases'], 121)
+        self.assertEqual(receipt['declared_audit_status'], self.status['status'])
+
+    def test_frozen_report_contradiction_and_string_boolean_fail_closed(self):
+        for changed in ({'frozen_five_reference_pass': False}, {'old_frozen_integrity_pass': False},
+                        {'seed_validation_pass': 'false'}, {'learning_achieved': True}):
+            with self.subTest(changed=changed):
+                value = dict(self.status, **changed)
+                write(self.experiment / 'audit/final-status.json', value)
+                seal(self.experiment)
+                with self.assertRaises(ValueError):
+                    self.publish()
+                self.assertFalse(self.registry.exists())
+
+
+    def test_bulk_corruption_blocks_even_though_bulk_is_not_copied(self):
+        path = self.experiment / 'bulk.npy'
+        path.write_bytes(b'x' * path.stat().st_size)
+        with self.assertRaisesRegex(ValueError, 'Payload SHA-256 mismatch'):
+            self.publish()
+        self.assertFalse(self.registry.exists())
+
+    def test_unlisted_payload_and_bad_manifest_self_hash_fail(self):
+        extra = self.experiment / 'unlisted.csv'
+        extra.write_text('unlisted\n')
+        with self.assertRaisesRegex(ValueError, 'unlisted/missing'):
+            self.publish()
+        extra.unlink()
+        controls = self.experiment / 'checksums.sha256'
+        lines = controls.read_text().splitlines()
+        lines[-1] = '0' * 64 + '  manifest.json'
+        controls.write_text('\n'.join(lines) + '\n')
+        with self.assertRaisesRegex(ValueError, 'manifest self-checksum'):
+            self.publish()
+        self.assertFalse(self.registry.exists())
+
+    def test_large_json_verified_but_not_copied(self):
+        path = self.experiment / 'large.json'
+        path.write_bytes(b' ' * (publication.MAX_EVIDENCE_BYTES + 1))
+        seal(self.experiment)
+        self.publish()
+        self.assertFalse((self.registry / 'evidence/large.json').exists())
+        receipt = json.loads((self.registry / 'publication-receipt.json').read_text(encoding='utf-8'))
+        self.assertEqual(next(r for r in receipt['experiment_payload_not_copied'] if r['path'] == 'large.json')['reason'],
+                         'exceeds_4_MiB')
+
+    def test_interrupted_copy_retained_and_cannot_resume(self):
+        with mock.patch.object(publication, '_copy', side_effect=OSError('synthetic interrupted copy')):
+            with self.assertRaisesRegex(OSError, 'synthetic interrupted copy'):
+                self.publish()
+        self.assertTrue((self.registry / 'publication-failure.json').is_file())
+        self.assertFalse((self.registry / 'publication-receipt.json').exists())
+        with self.assertRaisesRegex(ValueError, 'Registry already exists'):
+            self.publish()
+
+    def test_after_copy_full_verification_detects_bulk_change(self):
+        original = publication._copy
+        changed = False
+
+        def copy_then_change(helper, source, destination, size, checksum):
+            nonlocal changed
+            original(helper, source, destination, size, checksum)
+            if not changed:
+                changed = True
+                (self.experiment / 'bulk.npy').write_bytes(b'changed after initial seal check')
+
+        with mock.patch.object(publication, '_copy', side_effect=copy_then_change):
+            with self.assertRaises(ValueError):
+                self.publish()
+        self.assertTrue((self.registry / 'publication-failure.json').is_file())
+        self.assertFalse((self.registry / 'publication-receipt.json').exists())
+
+    def test_helper_pin_checked_without_modifying_old_globals_or_cache(self):
+        helper = publication.load_helpers(HELPER)
+        self.assertEqual(helper.MODEL_RELATIVE, Path('models/male-cns-lif/pn-recruitment-audit-v1'))
+        self.assertEqual(helper.FINAL_STATUS, 'PASS-CONDITIONAL-PN-APL-SOURCE-AUDIT')
+        wrong = self.root / 'wrong-helper.py'
+        wrong.write_bytes(b'raise RuntimeError("must never execute")\n')
+        with self.assertRaisesRegex(ValueError, 'helper hash mismatch'):
+            publication.publish(self.root, wrong)
+        self.assertFalse(self.registry.exists())
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/tools/phase4ak-publication/test_verify_git_payload.py b/tools/phase4ak-publication/test_verify_git_payload.py
new file mode 100644
index 0000000..e3686aa
--- /dev/null
+++ b/tools/phase4ak-publication/test_verify_git_payload.py
@@ -0,0 +1,269 @@
+"""Synthetic temporary Git repositories only; no real publication or science."""
+import contextlib
+import io
+import json
+import os
+from pathlib import Path
+import shutil
+import subprocess
+import tempfile
+import unittest
+
+import verify_git_payload as verifier
+
+
+def encoded(value):
+    return (json.dumps(value, sort_keys=True, indent=2) + '\n').encode('utf-8')
+
+
+def sealed(relative, payload):
+    rows = [dict(path=path, bytes=len(data), sha256=verifier.sha(data)) for path, data in sorted(payload.items())]
+    manifest = encoded(dict(root=verifier.PROJECT + '/' + relative, files=rows))
+    checksums = ''.join(row['sha256'] + '  ' + row['path'] + '\n' for row in rows)
+    checksums += verifier.sha(manifest) + '  manifest.json\n'
+    controls = {'manifest.json': manifest, 'checksums.sha256': checksums.encode('utf-8')}
+    proof = dict(pass_all=True, root=verifier.PROJECT + '/' + relative,
+        payload_file_count=len(rows), payload_bytes=sum(row['bytes'] for row in rows),
+        manifest_sha256=verifier.sha(manifest), checksums_sha256=verifier.sha(controls['checksums.sha256']),
+        excluded_pycache_files=0, verification_scope='synthetic test only')
+    return rows, controls, proof
+
+
+@unittest.skipUnless(shutil.which('git'), 'Git executable is required')
+class GitPayloadTests(unittest.TestCase):
+    def setUp(self):
+        temporary = tempfile.TemporaryDirectory(prefix='phase4ak-git-payload-synthetic-')
+        self.addCleanup(temporary.cleanup)
+        self.repo = Path(temporary.name).resolve()
+        self.git('init', '--quiet')
+        self.git('config', 'user.name', 'Synthetic Test')
+        self.git('config', 'user.email', 'synthetic@example.invalid')
+        self.git('config', 'core.autocrlf', 'false')
+        self.git('config', 'commit.gpgsign', 'false')
+        self.model = {'module.py': b'# synthetic, not a brain\nx = 1\n', 'config.json': b'{"synthetic": true}\n'}
+        self.exp = {'audit/final-status.json': encoded(dict(status='FAIL-SEED-VALIDATION-REPRESENTATION')),
+                    'case/summary.json': b'{"synthetic": true}\n', 'bulk.npy': b'not-a-real-array\x00'}
+        self.build()
+
+    def git(self, *args, data=None):
+        env = os.environ.copy()
+        for key in ('GIT_DIR', 'GIT_WORK_TREE', 'GIT_INDEX_FILE', 'GIT_COMMON_DIR',
+                    'GIT_OBJECT_DIRECTORY', 'GIT_ALTERNATE_OBJECT_DIRECTORIES'):
+            env.pop(key, None)
+        result = subprocess.run(['git', '-C', str(self.repo), *args], input=data,
+            stdout=subprocess.PIPE, stderr=subprocess.PIPE, env=env, check=False)
+        self.assertEqual(result.returncode, 0, result.stderr.decode('utf-8', 'replace'))
+        return result.stdout
+
+    def write(self, path, data):
+        target = self.repo / path
+        target.parent.mkdir(parents=True, exist_ok=True)
+        target.write_bytes(data)
+
+    def build(self):
+        _, model_controls, model_proof = sealed(verifier.MODEL, self.model)
+        exp_rows, exp_controls, exp_proof = sealed(verifier.EXPERIMENT, self.exp)
+        for path, data in {**self.model, **model_controls}.items():
+            self.write(verifier.MODEL + '/' + path, data)
+        registry = {}
+        index = []
+        omitted = []
+        for path, data in {**self.exp, **exp_controls}.items():
+            row = dict(path=path, bytes=len(data), sha256=verifier.sha(data))
+            if Path(path).suffix in verifier.SUFFIXES and len(data) <= verifier.MAX_EVIDENCE:
+                registry['evidence/' + path] = data
+                index.append(dict(source=verifier.EXPERIMENT + '/' + path, copy='evidence/' + path,
+                                  bytes=len(data), sha256=verifier.sha(data)))
+            else:
+                omitted.append(dict(row, reason='bulk_or_non_evidence_extension'))
+        for path, data in model_controls.items():
+            registry['model/' + path] = data
+            index.append(dict(source=verifier.MODEL + '/' + path, copy='model/' + path,
+                              bytes=len(data), sha256=verifier.sha(data)))
+        registry['evidence-index.json'] = encoded(index)
+        registry['seal-verification.json'] = encoded(dict(model=model_proof, experiment=exp_proof))
+        self.receipt = dict(publication_complete=True, registry=verifier.REGISTRY, project_root=verifier.PROJECT,
+            model_payload_remains_at=verifier.MODEL, bulk_remains_at=verifier.EXPERIMENT,
+            model_manifest_sha256=model_proof['manifest_sha256'],
+            experiment_manifest_sha256=exp_proof['manifest_sha256'],
+            copied_evidence_files=len(index), copied_evidence_bytes=sum(row['bytes'] for row in index),
+            files=[dict(path=path, bytes=len(data), sha256=verifier.sha(data)) for path, data in sorted(registry.items())],
+            experiment_payload_not_copied=omitted, declared_audit_status='FAIL-SEED-VALIDATION-REPRESENTATION')
+        for path, data in registry.items():
+            self.write(verifier.REGISTRY + '/' + path, data)
+        self.receipt_write()
+        self.git('add', '--', verifier.MODEL, verifier.REGISTRY)
+
+    def receipt_write(self):
+        data = encoded(self.receipt)
+        self.write(verifier.REGISTRY + '/publication-receipt.json', data)
+        self.anchor = verifier.sha(data)
+
+    def anchored_registry_change(self, relative, data):
+        self.write(verifier.REGISTRY + '/' + relative, data)
+        row = next(row for row in self.receipt['files'] if row['path'] == relative)
+        row.update(bytes=len(data), sha256=verifier.sha(data))
+        self.receipt_write()
+        self.git('add', '--', verifier.REGISTRY)
+
+    def verify(self, **kwargs):
+        return verifier.verify_git_payload(self.repo, self.anchor, **({'staged': True} if not kwargs else kwargs))
+
+    def test_staged_verifies_blob_bytes_and_leaves_index_unchanged(self):
+        before = (self.repo / '.git/index').read_bytes()
+        result = self.verify()
+        self.assertTrue(result['pass_all'])
+        self.assertEqual(result['model_payload_files'], 2)
+        self.assertEqual(result['declared_audit_status'], 'FAIL-SEED-VALIDATION-REPRESENTATION')
+        self.assertFalse(result['experiment_bulk_verified_by_this_tool'])
+        self.assertFalse(result['scientific_gate_executed'])
+        self.assertTrue(result['publication_integrity_is_not_scientific_pass'])
+        self.assertEqual(before, (self.repo / '.git/index').read_bytes())
+        self.assertFalse((self.repo / verifier.EXPERIMENT).exists())
+
+    def test_dirty_or_missing_worktree_payload_does_not_replace_good_index(self):
+        (self.repo / verifier.MODEL / 'module.py').write_bytes(b'working copy differs')
+        (self.repo / verifier.REGISTRY / 'publication-receipt.json').unlink()
+        self.assertTrue(self.verify()['pass_all'])
+
+    def test_correct_worktree_cannot_hide_corrupt_staged_blob(self):
+        relative = verifier.MODEL + '/module.py'
+        self.write(relative, self.model['module.py'].replace(b'x = 1', b'x = 2'))
+        self.git('add', '--', relative)
+        self.write(relative, self.model['module.py'])
+        with self.assertRaisesRegex(ValueError, 'Git blob SHA-256 mismatch'):
+            self.verify()
+
+    def test_commit_verifies_immutable_commit_not_current_index(self):
+        self.git('commit', '--quiet', '-m', 'synthetic only')
+        commit = self.git('rev-parse', 'HEAD').decode().strip()
+        self.write(verifier.MODEL + '/module.py', b'bad newer index')
+        self.git('add', '--', verifier.MODEL)
+        result = self.verify(commit='HEAD')
+        self.assertEqual(result['commit'], commit)
+        self.assertEqual(result['source'], 'commit')
+        self.assertTrue(result['pass_all'])
+
+    def test_external_receipt_anchor_is_mandatory_and_checked(self):
+        for anchor in (None, '', '0' * 64, self.anchor.upper()):
+            with self.subTest(anchor=anchor), self.assertRaises(ValueError):
+                verifier.verify_git_payload(self.repo, anchor, staged=True)
+
+    def test_extra_model_file_is_rejected_but_outside_scope_is_ignored(self):
+        self.write('unrelated/old-file.txt', b'outside audit scope')
+        self.git('add', '--', 'unrelated')
+        self.assertTrue(self.verify()['pass_all'])
+        self.write(verifier.MODEL + '/extra.py', b'extra')
+        self.git('add', '--', verifier.MODEL)
+        with self.assertRaisesRegex(ValueError, 'Model Git inventory'):
+            self.verify()
+
+    def test_extra_registry_file_is_rejected(self):
+        self.write(verifier.REGISTRY + '/unlisted.json', b'{}')
+        self.git('add', '--', verifier.REGISTRY)
+        with self.assertRaisesRegex(ValueError, 'Registry Git inventory'):
+            self.verify()
+
+    def test_missing_staged_model_file_is_rejected(self):
+        self.git('update-index', '--force-remove', verifier.MODEL + '/module.py')
+        with self.assertRaisesRegex(ValueError, 'Model Git inventory'):
+            self.verify()
+
+    def test_symlink_blob_mode_is_rejected_without_following_it(self):
+        path = verifier.MODEL + '/module.py'
+        oid = self.git('rev-parse', ':' + path).decode().strip()
+        self.git('update-index', '--cacheinfo', '120000,' + oid + ',' + path)
+        with self.assertRaisesRegex(ValueError, 'Symlink/gitlink/nonregular'):
+            self.verify()
+
+    def test_gitlink_is_rejected(self):
+        self.git('commit', '--quiet', '-m', 'synthetic only')
+        oid = self.git('rev-parse', 'HEAD').decode().strip()
+        self.git('update-index', '--add', '--cacheinfo', '160000,' + oid + ',' + verifier.MODEL + '/submodule')
+        with self.assertRaisesRegex(ValueError, 'Symlink/gitlink/nonregular'):
+            self.verify()
+
+    def test_unmerged_index_is_rejected(self):
+        path = verifier.MODEL + '/module.py'
+        oid = self.git('rev-parse', ':' + path).decode().strip()
+        self.git('update-index', '--force-remove', path)
+        self.git('update-index', '--index-info', data=('100644 ' + oid + ' 1\t' + path + '\n').encode())
+        with self.assertRaisesRegex(ValueError, 'Unmerged index'):
+            self.verify()
+
+    def test_anchored_index_source_escape_is_rejected(self):
+        data = json.loads((self.repo / verifier.REGISTRY / 'evidence-index.json').read_bytes())
+        data[0]['source'] = 'experiments/another-phase/audit/final-status.json'
+        self.anchored_registry_change('evidence-index.json', encoded(data))
+        with self.assertRaisesRegex(ValueError, 'Evidence index differs'):
+            self.verify()
+
+    def test_anchored_registry_copy_cannot_disagree_with_model(self):
+        data = (self.repo / verifier.REGISTRY / 'model/checksums.sha256').read_bytes()
+        self.anchored_registry_change('model/checksums.sha256', b'0' * 64 + data[64:])
+        with self.assertRaisesRegex(ValueError, 'Checksum inventory'):
+            self.verify()
+
+    def test_anchored_receipt_cannot_change_model_manifest_anchor(self):
+        self.receipt['model_manifest_sha256'] = '0' * 64
+        self.receipt_write(); self.git('add', '--', verifier.REGISTRY)
+        with self.assertRaisesRegex(ValueError, 'Receipt-bound manifest'):
+            self.verify()
+
+    def test_registry_payload_corruption_is_rejected(self):
+        path = verifier.REGISTRY + '/evidence/case/summary.json'
+        self.write(path, b'{"synthetic":false}\n')
+        self.git('add', '--', path)
+        with self.assertRaisesRegex(ValueError, 'Git blob (byte count|SHA-256) mismatch'):
+            self.verify()
+
+    def test_anchored_receipt_path_escape_and_duplicate_fail(self):
+        self.receipt['files'][0]['path'] = '../outside.json'
+        self.receipt_write(); self.git('add', '--', verifier.REGISTRY)
+        with self.assertRaisesRegex(ValueError, 'Noncanonical or escaping path'):
+            self.verify()
+
+    def test_duplicate_json_key_fails_even_with_external_anchor(self):
+        data = encoded(self.receipt).replace(b'{\n', b'{\n  "publication_complete": true,\n', 1)
+        self.write(verifier.REGISTRY + '/publication-receipt.json', data)
+        self.anchor = verifier.sha(data)
+        self.git('add', '--', verifier.REGISTRY)
+        with self.assertRaisesRegex(ValueError, 'Duplicate JSON key'):
+            self.verify()
+
+    def test_incomplete_status_is_preserved_not_regraded(self):
+        self.receipt['declared_audit_status'] = 'INCOMPLETE-VALIDATION-EXECUTION'
+        self.receipt_write(); self.git('add', '--', verifier.REGISTRY)
+        result = self.verify()
+        self.assertEqual(result['declared_audit_status'], 'INCOMPLETE-VALIDATION-EXECUTION')
+        self.assertTrue(result['publication_integrity_is_not_scientific_pass'])
+
+    def test_anchored_bulk_omission_inventory_mismatch_fails(self):
+        self.receipt['experiment_payload_not_copied'] = []
+        self.receipt_write(); self.git('add', '--', verifier.REGISTRY)
+        with self.assertRaisesRegex(ValueError, 'omitted-bulk inventory mismatch'):
+            self.verify()
+
+    def test_anchored_seal_proof_contradiction_fails(self):
+        proof = json.loads((self.repo / verifier.REGISTRY / 'seal-verification.json').read_bytes())
+        proof['model']['payload_file_count'] += 1
+        self.anchored_registry_change('seal-verification.json', encoded(proof))
+        with self.assertRaisesRegex(ValueError, 'Seal-verification evidence contradicts'):
+            self.verify()
+
+    def test_both_or_neither_git_sources_fail(self):
+        for kwargs in ({}, {'staged': True, 'commit': 'HEAD'}):
+            with self.subTest(kwargs=kwargs), self.assertRaisesRegex(ValueError, 'Select exactly one'):
+                verifier.verify_git_payload(self.repo, self.anchor, **kwargs)
+
+    def test_cli_success_and_failure_are_json_with_exit_status(self):
+        for anchor, expected in ((self.anchor, 0), ('0' * 64, 1)):
+            with self.subTest(expected=expected), contextlib.redirect_stdout(io.StringIO()) as output:
+                code = verifier.main(['--repo', str(self.repo), '--staged', '--receipt-sha256', anchor])
+            result = json.loads(output.getvalue())
+            self.assertEqual(code, expected)
+            self.assertEqual(result['pass_all'], expected == 0)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/tools/phase4ak-publication/verify_git_payload.py b/tools/phase4ak-publication/verify_git_payload.py
new file mode 100644
index 0000000..8c83838
--- /dev/null
+++ b/tools/phase4ak-publication/verify_git_payload.py
@@ -0,0 +1,324 @@
+"""Verify fixed Phase 4AK Git blobs, not working-tree files or scientific gates.
+
+The publication receipt SHA-256 must come from an external trusted record.
+Only the index or one resolved commit is read. No publish, checkout, index
+mutation, network fetch, or scientific execution is performed.
+"""
+from __future__ import annotations
+
+import argparse
+import hashlib
+import json
+import os
+from pathlib import Path, PurePosixPath
+import re
+import subprocess
+import sys
+
+
+PROJECT = '/data/digital-drosophila'
+MODEL = 'models/male-cns-lif/apl-timing-validation-v1'
+EXPERIMENT = 'experiments/phase4ak-apl-timing-validation'
+REGISTRY = 'registry/phase4ak-apl-timing-validation'
+CONTROLS = frozenset(('manifest.json', 'checksums.sha256'))
+SHA256 = re.compile(r'[0-9a-f]{64}\Z')
+OID = re.compile(r'(?:[0-9a-f]{40}|[0-9a-f]{64})\Z')
+MAX_EVIDENCE = 4 * 1024 ** 2
+MAX_BLOB = 64 * 1024 ** 2
+SUFFIXES = frozenset(('.json', '.csv', '.md', '.log', '.sha256'))
+
+
+def require(condition, message):
+    if not condition:
+        raise ValueError(message)
+
+
+def sha(data):
+    return hashlib.sha256(data).hexdigest()
+
+
+def relative(value):
+    require(isinstance(value, str) and bool(value) and
+            not any(char in value for char in '\\\x00\n\r\t'), 'Invalid relative path')
+    path = PurePosixPath(value)
+    require(not path.is_absolute() and str(path) == value and
+            all(part not in ('', '.', '..') and ':' not in part for part in path.parts),
+            'Noncanonical or escaping path: ' + value)
+    return value
+
+
+def unique_object(pairs):
+    value = {}
+    for key, item in pairs:
+        require(key not in value, 'Duplicate JSON key: ' + key)
+        value[key] = item
+    return value
+
+
+def json_bytes(data):
+    def nonfinite(value):
+        raise ValueError('Nonfinite JSON value: ' + value)
+    return json.loads(data.decode('utf-8'), object_pairs_hook=unique_object,
+                      parse_constant=nonfinite)
+
+
+def rows_by_path(rows, label):
+    require(isinstance(rows, list) and bool(rows), 'Missing/empty ' + label)
+    result = {}
+    for row in rows:
+        require(isinstance(row, dict) and set(row) == {'path', 'bytes', 'sha256'},
+                'Invalid ' + label + ' row schema')
+        path = relative(row['path'])
+        require(path not in result and '__pycache__' not in PurePosixPath(path).parts,
+                'Duplicate/cache ' + label + ' path: ' + path)
+        require(type(row['bytes']) is int and row['bytes'] >= 0 and
+                isinstance(row['sha256'], str) and SHA256.fullmatch(row['sha256']),
+                'Invalid bytes/SHA-256 in ' + label + ': ' + path)
+        result[path] = row
+    return result
+
+
+class GitBlobs:
+    """Snapshot inventory plus immutable object reads; no work-tree fallback."""
+
+    def __init__(self, repo, *, staged, commit):
+        require(type(staged) is bool and (staged != (commit is not None)),
+                'Select exactly one of staged or commit')
+        self.repo = Path(repo).resolve(strict=True)
+        require(self.repo.is_dir(), 'Repository must be a directory')
+        self.env = os.environ.copy()
+        # The explicitly supplied repo/index must not be redirected by caller env.
+        for key in ('GIT_DIR', 'GIT_WORK_TREE', 'GIT_INDEX_FILE', 'GIT_COMMON_DIR',
+                    'GIT_OBJECT_DIRECTORY', 'GIT_ALTERNATE_OBJECT_DIRECTORIES'):
+            self.env.pop(key, None)
+        self.env.update(GIT_OPTIONAL_LOCKS='0', GIT_NO_REPLACE_OBJECTS='1', GIT_NO_LAZY_FETCH='1')
+        self.base = ['git', '--no-optional-locks', '-c', 'core.fsmonitor=false',
+                     '-c', 'gc.auto=0', '-C', str(self.repo)]
+        top = self.command('rev-parse', '--show-toplevel').decode('utf-8').strip()
+        require(Path(top).resolve(strict=True) == self.repo, 'Supply the Git repository top-level directory')
+        if staged:
+            self.commit = None
+        else:
+            require(isinstance(commit, str) and bool(commit) and not commit.startswith('-') and
+                    not any(c in commit for c in '\x00\n\r'), 'Invalid commit selector')
+            self.commit = self.command('rev-parse', '--verify', '--end-of-options',
+                                       commit + '^{commit}').decode('ascii').strip()
+            require(OID.fullmatch(self.commit), 'Commit did not resolve to a full object ID')
+        self.staged = staged
+        self.inventory_bytes = self.inventory()
+        self.entries = self.parse_inventory(self.inventory_bytes)
+        self.verified = {}
+
+    def command(self, *args):
+        result = subprocess.run(self.base + list(args), env=self.env, stdout=subprocess.PIPE,
+                                stderr=subprocess.PIPE, check=False)
+        require(result.returncode == 0, 'Git read failed: ' + result.stderr.decode('utf-8', 'replace').strip())
+        return result.stdout
+
+    def inventory(self):
+        if self.staged:
+            return self.command('ls-files', '--stage', '--full-name', '-z', '--', MODEL, REGISTRY)
+        return self.command('ls-tree', '-r', '-z', '--full-tree', self.commit, '--', MODEL, REGISTRY)
+
+    def parse_inventory(self, data):
+        result = {}
+        require(data.endswith(b'\x00'), 'Empty/malformed scoped Git inventory')
+        for entry in data[:-1].split(b'\x00'):
+            metadata, raw_path = entry.split(b'\t', 1)
+            fields = metadata.decode('ascii').split(' ')
+            require(len(fields) == 3, 'Malformed Git entry')
+            if self.staged:
+                mode, oid, stage = fields
+                require(stage == '0', 'Unmerged index entry is forbidden')
+            else:
+                mode, kind, oid = fields
+                require(kind == 'blob', 'Non-blob Git entry is forbidden')
+            path = relative(raw_path.decode('utf-8'))
+            require(path.startswith(MODEL + '/') or path.startswith(REGISTRY + '/'),
+                    'Git entry escapes the fixed AK scopes: ' + path)
+            require(mode in ('100644', '100755') and OID.fullmatch(oid),
+                    'Symlink/gitlink/nonregular Git entry is forbidden: ' + path)
+            require(path not in result, 'Duplicate Git path: ' + path)
+            result[path] = dict(mode=mode, oid=oid)
+        return result
+
+    def read(self, path):
+        relative(path)
+        require(path in self.entries, 'Missing Git blob: ' + path)
+        oid = self.entries[path]['oid']
+        size = int(self.command('cat-file', '-s', oid).decode('ascii').strip())
+        require(0 <= size <= MAX_BLOB, 'Git blob exceeds publication verifier limit: ' + path)
+        # cat-file blob addresses the object, so attributes/filters/autocrlf do
+        # not turn a corrupt staged blob into a good working-tree substitute.
+        data = self.command('cat-file', 'blob', oid)
+        require(len(data) == size, 'Git object size changed: ' + path)
+        self.verified[path] = dict(path=path, bytes=len(data), sha256=sha(data),
+                                   git_oid=oid, git_mode=self.entries[path]['mode'])
+        return data
+
+    def match(self, path, row):
+        data = self.read(path)
+        require(len(data) == row['bytes'], 'Git blob byte count mismatch: ' + path)
+        require(sha(data) == row['sha256'], 'Git blob SHA-256 mismatch: ' + path)
+        return data
+
+    def finish(self):
+        require(self.inventory() == self.inventory_bytes, 'Scoped Git inventory changed during verification')
+
+
+def seal_controls(manifest_data, checksum_data, expected_relative, expected_sha):
+    """Validate control syntax/inventory; does not claim absent bulk was read."""
+    require(sha(manifest_data) == expected_sha, 'Receipt-bound manifest SHA-256 mismatch')
+    manifest = json_bytes(manifest_data)
+    require(isinstance(manifest, dict) and set(manifest) == {'root', 'files'} and
+            manifest['root'] == PROJECT + '/' + expected_relative, 'Wrong seal manifest schema/root')
+    rows = rows_by_path(manifest['files'], 'manifest')
+    require(not (set(rows) & CONTROLS), 'Seal controls listed as payload')
+    checksums = {}
+    for line in checksum_data.decode('utf-8').splitlines():
+        require(len(line) >= 67 and line[64:66] == '  ' and SHA256.fullmatch(line[:64]),
+                'Malformed checksum line')
+        path = relative(line[66:])
+        require(path not in checksums, 'Duplicate checksum path: ' + path)
+        checksums[path] = line[:64]
+    require(checksums == {**{name: row['sha256'] for name, row in rows.items()},
+                          'manifest.json': sha(manifest_data)},
+            'Checksum inventory or manifest self-checksum mismatch')
+    return rows
+
+
+def control_rows(manifest_data, checksum_data):
+    return {name: dict(path=name, bytes=len(data), sha256=sha(data)) for name, data in
+            (('manifest.json', manifest_data), ('checksums.sha256', checksum_data))}
+
+
+def verify_git_payload(repo, receipt_sha256, *, staged=False, commit=None):
+    require(isinstance(receipt_sha256, str) and SHA256.fullmatch(receipt_sha256),
+            'External publication receipt SHA-256 is required')
+    blobs = GitBlobs(repo, staged=staged, commit=commit)
+    receipt_data = blobs.read(REGISTRY + '/publication-receipt.json')
+    require(len(receipt_data) <= MAX_EVIDENCE and sha(receipt_data) == receipt_sha256,
+            'External publication receipt SHA-256 mismatch')
+    receipt = json_bytes(receipt_data)
+    require(isinstance(receipt, dict) and receipt.get('publication_complete') is True and
+            receipt.get('registry') == REGISTRY and receipt.get('project_root') == PROJECT and
+            receipt.get('model_payload_remains_at') == MODEL and receipt.get('bulk_remains_at') == EXPERIMENT,
+            'Wrong/incomplete AK publication receipt or fixed scope')
+    for key in ('model_manifest_sha256', 'experiment_manifest_sha256'):
+        require(isinstance(receipt.get(key), str) and SHA256.fullmatch(receipt[key]),
+                'Invalid receipt manifest anchor: ' + key)
+    registry_rows = rows_by_path(receipt.get('files'), 'receipt files')
+    require('publication-receipt.json' not in registry_rows, 'Receipt must not list itself')
+    require({'evidence-index.json', 'seal-verification.json', 'model/manifest.json',
+             'model/checksums.sha256', 'evidence/manifest.json', 'evidence/checksums.sha256'} <= set(registry_rows),
+            'Required registry evidence/control missing')
+    observed_registry = {path[len(REGISTRY) + 1:] for path in blobs.entries if path.startswith(REGISTRY + '/')}
+    require(observed_registry == set(registry_rows) | {'publication-receipt.json'},
+            'Registry Git inventory has unlisted/missing files: ' + repr(sorted(
+                observed_registry ^ (set(registry_rows) | {'publication-receipt.json'}))))
+    controls_data = {}
+    for path, row in registry_rows.items():
+        require(row['bytes'] <= MAX_EVIDENCE, 'Registry receipt file exceeds 4 MiB')
+        data = blobs.match(REGISTRY + '/' + path, row)
+        if path in ('evidence-index.json', 'seal-verification.json', 'model/manifest.json',
+                    'model/checksums.sha256', 'evidence/manifest.json', 'evidence/checksums.sha256'):
+            controls_data[path] = data
+    model_manifest, model_checksums = (controls_data['model/' + name] for name in ('manifest.json', 'checksums.sha256'))
+    model_rows = seal_controls(model_manifest, model_checksums, MODEL, receipt['model_manifest_sha256'])
+    model_controls = control_rows(model_manifest, model_checksums)
+    observed_model = {path[len(MODEL) + 1:] for path in blobs.entries if path.startswith(MODEL + '/')}
+    require(observed_model == set(model_rows) | CONTROLS,
+            'Model Git inventory has unlisted/missing files: ' + repr(sorted(observed_model ^ (set(model_rows) | CONTROLS))))
+    for path, row in {**model_rows, **model_controls}.items():
+        blobs.match(MODEL + '/' + path, row)
+    exp_manifest, exp_checksums = (controls_data['evidence/' + name] for name in ('manifest.json', 'checksums.sha256'))
+    exp_rows = seal_controls(exp_manifest, exp_checksums, EXPERIMENT, receipt['experiment_manifest_sha256'])
+    exp_controls = control_rows(exp_manifest, exp_checksums)
+    expected_index = {}
+    omitted = []
+    for path, row in {**exp_rows, **exp_controls}.items():
+        if PurePosixPath(path).suffix.lower() in SUFFIXES and row['bytes'] <= MAX_EVIDENCE:
+            expected_index['evidence/' + path] = dict(source=EXPERIMENT + '/' + path,
+                copy='evidence/' + path, bytes=row['bytes'], sha256=row['sha256'])
+        else:
+            omitted.append(dict(row, reason='exceeds_4_MiB' if row['bytes'] > MAX_EVIDENCE
+                                else 'bulk_or_non_evidence_extension'))
+    for path, row in model_controls.items():
+        expected_index['model/' + path] = dict(source=MODEL + '/' + path,
+            copy='model/' + path, bytes=row['bytes'], sha256=row['sha256'])
+    index = json_bytes(controls_data['evidence-index.json'])
+    require(isinstance(index, list), 'Evidence index must be a list')
+    actual_index = {}
+    for row in index:
+        require(isinstance(row, dict) and set(row) == {'source', 'copy', 'bytes', 'sha256'},
+                'Invalid evidence-index row schema')
+        path = relative(row['copy']); relative(row['source'])
+        require(path not in actual_index and type(row['bytes']) is int and row['bytes'] >= 0 and
+                isinstance(row['sha256'], str) and SHA256.fullmatch(row['sha256']),
+                'Invalid/duplicate evidence-index row')
+        actual_index[path] = row
+    require(actual_index == expected_index, 'Evidence index differs from receipt-bound seals/selection policy')
+    require(set(registry_rows) == set(expected_index) | {'evidence-index.json', 'seal-verification.json'},
+            'Receipt files disagree with copied evidence index')
+    for path, row in expected_index.items():
+        require(registry_rows[path] == dict(path=path, bytes=row['bytes'], sha256=row['sha256']),
+                'Evidence-index SHA/bytes disagree with receipt files: ' + path)
+    require(type(receipt.get('copied_evidence_files')) is int and
+            receipt['copied_evidence_files'] == len(expected_index) and
+            type(receipt.get('copied_evidence_bytes')) is int and
+            receipt['copied_evidence_bytes'] == sum(row['bytes'] for row in expected_index.values()),
+            'Receipt copied-evidence totals mismatch')
+    omitted_receipt = receipt.get('experiment_payload_not_copied')
+    require(isinstance(omitted_receipt, list) and all(isinstance(row, dict) for row in omitted_receipt) and
+            sorted(omitted_receipt, key=lambda row: row.get('path', '')) == sorted(omitted, key=lambda row: row['path']),
+            'Receipt omitted-bulk inventory mismatch')
+    proof = json_bytes(controls_data['seal-verification.json'])
+    require(isinstance(proof, dict) and set(proof) == {'model', 'experiment'}, 'Invalid seal-verification evidence')
+    for name, prefix, payload, controls in (('model', MODEL, model_rows, model_controls),
+                                           ('experiment', EXPERIMENT, exp_rows, exp_controls)):
+        record = proof[name]
+        require(isinstance(record, dict) and record.get('pass_all') is True and
+                record.get('root') == PROJECT + '/' + prefix and
+                record.get('payload_file_count') == len(payload) and
+                record.get('payload_bytes') == sum(row['bytes'] for row in payload.values()) and
+                record.get('manifest_sha256') == controls['manifest.json']['sha256'] and
+                record.get('checksums_sha256') == controls['checksums.sha256']['sha256'],
+                'Seal-verification evidence contradicts receipt-bound ' + name + ' controls')
+    blobs.finish()
+    return dict(pass_all=True, verification='Phase 4AK actual Git blob publication integrity',
+        source='staged-index' if staged else 'commit', commit=blobs.commit,
+        fixed_scopes=[MODEL, REGISTRY], receipt_sha256=receipt_sha256,
+        model_manifest_sha256=receipt['model_manifest_sha256'],
+        experiment_manifest_sha256=receipt['experiment_manifest_sha256'],
+        declared_audit_status=receipt.get('declared_audit_status'),
+        model_payload_files=len(model_rows), registry_receipt_files=len(registry_rows),
+        verified_blob_count=len(blobs.verified), verified_bytes=sum(row['bytes'] for row in blobs.verified.values()),
+        scoped_inventory_sha256=sha(blobs.inventory_bytes),
+        verified_blobs=[blobs.verified[path] for path in sorted(blobs.verified)],
+        working_tree_payload_used=False, git_index_modified=False,
+        experiment_bulk_verified_by_this_tool=False, scientific_gate_executed=False,
+        publication_integrity_is_not_scientific_pass=True)
+
+
+def main(argv=None):
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('--repo', required=True, help='Git repository top-level directory')
+    parser.add_argument('--receipt-sha256', required=True, help='Trusted external publication-receipt.json SHA-256')
+    choice = parser.add_mutually_exclusive_group(required=True)
+    choice.add_argument('--staged', action='store_true', help='Verify the actual stage-0 index blobs')
+    choice.add_argument('--commit', help='Resolve and verify this commit without checking it out')
+    args = parser.parse_args(argv)
+    try:
+        result = verify_git_payload(args.repo, args.receipt_sha256, staged=args.staged, commit=args.commit)
+    except (ValueError, OSError, UnicodeError) as error:
+        result = dict(pass_all=False, verification='Phase 4AK actual Git blob publication integrity',
+            error_type=type(error).__name__, error=str(error), scientific_gate_executed=False,
+            publication_integrity_is_not_scientific_pass=True)
+        print(json.dumps(result, ensure_ascii=False, allow_nan=False))
+        return 1
+    print(json.dumps(result, ensure_ascii=False, allow_nan=False))
+    return 0
+
+
+if __name__ == '__main__':
+    sys.exit(main())