Persistent Relational Memory / bench_report.json

✓✓ Beats tuned baseline

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  1{
  2  "bench_version": 1,
  3  "track": "relational_dynamics",
  4  "model": "pair_temporal_mlp",
  5  "metric_direction": "lower is better",
  6  "n_seeds": 8,
  7  "baseline": {
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 24      {
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 31    "full": {
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 62  "comparison": {
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 76    "p_value": 0.0081,
 77    "mde": 0.0719854515760221,
 78    "mde_rel_pct": 7.702286492216108,
 79    "verdict": "idea better (significant)",
 80    "system_worked": true
 81  },
 82  "custom_track": {
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 84    "file": "relational_dynamics_track.py",
 85    "domain": "dynamics"
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111    {
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151  ],
152  "math_check": {
153    "inactive_retention_max_abs_error": 0.0,
154    "gru_outputs_finite": true,
155    "retention_exact": true
156  },
157  "mechanism_signature": {
158    "prediction": "persistent pair state should reduce reactivation error after early evidence is masked",
159    "baseline_reactivation_mse": 0.9345984682440758,
160    "idea_reactivation_mse": 0.3951987475156784,
161    "observed_ratio_idea_over_baseline": 0.4228540501015137,
162    "confirmed": true
163  }
164}