{ "checks": { "accuracy_at_least_0p89": true, "early_alignment_at_least_0p90": true, "elementwise_and_neutral_cost_reported": true, "epoch151_to200_feedback_cosine_at_least_0p97": true, "final_feedback_cosine_at_least_0p98": true, "initial_traffic_ratio_error_at_most_1e_minus_5": true, "macs_at_most_1p34x_bp": true, "one_frozen_64_example_slow_fit": true, "one_validation_and_zero_test_evaluations": true, "peak_allocated_memory_at_most_2p5_gib": true, "post_projection_soma_slope_at_most_1e_minus_5": true, "post_projection_traffic_ratio_at_most_1e_minus_5": true, "projection_observes_each_ordinary_example": true, "record_trajectory_and_diagnostics_finite": true, "used_instruction_rms_ratio_within_1e_minus_4": true, "within_1p5_points_of_bp": true, "within_1p5_points_of_clean_kp": true, "zero_instruction_observations_in_fast_fit": true, "zero_task_loss_queries": true }, "confirmation_test_seeds_touched": false, "independent_confirmation_opened": true, "metrics": { "accuracy": 0.9118, "bp_accuracy": 0.9162, "bp_total_macs": 1094878080000000, "clean_kp_accuracy": 0.9126, "early_third_alignment": 0.9993531107902527, "elementwise_operations_estimate": 40698241875968, "epoch151_to200_feedback_forward_cosine": 0.9996629676693364, "final_feedback_forward_cosine": 0.9996630267093056, "loss": 0.42525126953125, "mac_ratio_to_bp": 1.3260654357255632, "maximum_post_projection_soma_slope": 2.125520026652339e-08, "maximum_post_projection_traffic_rms_ratio": 3.034416537204971e-08, "maximum_pre_projection_traffic_rms_ratio": 0.008474441828304233, "maximum_used_instruction_rms_ratio_error": 6.728312351711452e-10, "peak_memory_allocated_bytes": 2165061120, "source_commit": "d945c4213e57135c53bc18ed9811c7a61f1f761a", "total_macs": 1451879978221568, "wall_s": 8169.384466409683 }, "protocol": "kp_dynamic_neutral_projection_full_v1", "review_score_after": 6, "review_score_before": 5, "score_change_rule": "a fully passed frozen near-BP standard-ResNet innovation endpoint resolves the primary accept objection; confirmation remains open", "status": "passed" }