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digital-drosophila/docs/progress/phase4ag-author-apl.md
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# Phase 4AG: author LIF + unchanged legacy graded APL
Status: `INCOMPLETE-NUMERICAL-EXECUTION`.
Numerical closed-loop gate: False; original complete fixed six-CAL gate: False.
The independent Brian LIF and candidate use independent state but share the APL arithmetic component. Original frozen APL AST replay and a float64 error audit are separately recorded.
Author LIF uses float64; APL retains float32, tau20ms/gain0.01/normalization1, full original matrices and order. No learning/parameter search.
The explicitly hypothesized unconditional end-APL write includes refractory KC. Original fast APL mask leaves1,212 non-KC edges unreplaced; this scope limitation was not silently fixed.
Old checksums and five frozen reference trials: True.
Successfully compared cases: [].
Detailed CAL, exact comparisons, component errors, event/request traces and execution exceptions are linked from audit/final-status.json.
Wall/VRAM here include per-tick CPU synchronization, IPC and hashes. They are diagnostic costs, not runtime-performance benchmarks.
No heldout dynamic outputs, formal A/B, learning, game, reward, decoder or new candidate.
Next gate: Audit first failure in this explicitly declared hypothesis; no gain search, no heldout tuning, no conditioning