Стенд-проверка (stage-2) · промт оператора:

(универсальный)

Ответ агента:

{ "worked": false, "confidence": 10, "verdict": "The required Stage-2 benchmark could not be executed because the fixed read-only harness is absent: the mandated TRACKS import failed with ModuleNotFoundError, and bench/README.md and bench/ were not present. No trained neural-network systems, 8-seed paired comparison, permutation test, or valid mechanism signature were produced, so there is no evidence of transfer or a practical win.", "metrics": { "baseline": "not run; fixed bench unavailable", "idea": "not run; fixed bench unavailable" }, "how_to_run": "After the fixed harness is provisioned, run: /home/maxwelhelp/main/bin/python3 stage2_bench.py", "files": [ "stage2_bench_blocked.json", "event_triggered_preconditioner.py", "experiment.py" ], "limitations": "The mandatory dynamics benchmark, baseline sweep, idea sweep, 8 paired seeds, standard task metric comparison, communication-event measurement on trained models, permutation test, and NN-scale mechanism signature were not tested. The existing toy quadratic results are explicitly excluded as Stage-2 evidence.", "bench_report": { "bench_version": null, "track": "dynamics", "model": "rnn_small", "metric_direction": "lower is better", "n_seeds": 0, "baseline": null, "idea": null, "comparison": { "delta_mean": null, "p_value": null, "verdict": "protocol blocked: fixed harness unavailable", "system_worked": false }, "mechanism_signature": { "prediction": "Dense Hessian-coupled event triggering should reduce synchronization while preserving task loss.", "confirmed": false, "reason": "No trained benchmark models were run; the signature cannot be computed honestly." }, "custom_track": null, "protocol_note": "The mandated import command was attempted first and returned ModuleNotFoundError: No module named 'bench'. The requested /home/maxwelhelp/all/math2nn/bench/README.md and directory were also unavailable. No substitute benchmark was used." }, "system_verdict": "failed", "practical_verdict": "no_effect", "mechanism_ok": 0, "system_judged": true }