{ "best": { "capacity": "Tiny", "chance": 0.5, "held_out_accuracy_mean": 0.5, "held_out_accuracy_std": 0.0, "readout": "descending", "successful_seeds": 0, "task": "left-right", "window_ms": 10 }, "bypass_too_easy": true, "candidate_generated": false, "checkpoint_reload_pass": true, "control_difference": false, "control_means": { "brain-bypass": 0.5, "degree-preserving": 0.5, "real-malecns": 0.5, "shuffled-edges": 0.5 }, "frozen_brain_unchanged": true, "matched_input_pass": true, "no_runaway_nan_inf": true, "prohibitions_respected": { "brain_backpropagation": false, "brain_gain_changes": false, "connectome_changes": false, "dopamine_stdp": false, "game_rom": false, "internal_weight_changes": false, "lif_parameter_changes": false, "reinforcement_learning": false, "stable_retro": false, "three_d_frontend": false, "transmitter_sign_changes": false, "web_server": false }, "regression": { "activity_stream": true, "all_passed": true, "phase4c_trials": true, "phase4d_brainio": true, "phase4e_checksum": true, "phase4f_checksum": true }, "status": "FAIL-NO-FROZEN-INTERFACE-CANDIDATE", "surrogate_note": "discrete route-selection coordinate descent is an engineering optimization mechanism, not a biological claim", "task_too_easy_for_brain_contribution_analysis": true, "trainable_decoder_parameters": 132, "trainable_encoder_parameters": 2 }