Spectral Lookahead Gate / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "math_verification": {
 3    "power_identity_error": 5.551115123125783e-17,
 4    "covariance_identity_error": 1.4409695421113136e-17,
 5    "aligned_residual": 0.0,
 6    "aligned_lambda": 0.82,
 7    "aligned_skips": true,
 8    "rotating_residual": 0.5122334843520461,
 9    "rotating_lambda": 0.8354740316183156,
10    "rotating_activates": true
11  },
12  "benchmark": [
13    {
14      "system": "aligned_positive",
15      "residual": 0.0,
16      "lambda_hat": 0.82,
17      "gate_activates": false,
18      "truth_rate": 0.21066666666666667,
19      "current": {
20        "recall": 1.0,
21        "false_positive_rate": 0.0
22      },
23      "always_rollout": {
24        "recall": 1.0,
25        "false_positive_rate": 0.0
26      },
27      "gated": {
28        "recall": 1.0,
29        "false_positive_rate": 0.0
30      },
31      "always_rollout_steps": 24000,
32      "gated_rollout_steps": 0,
33      "rollout_step_reduction": 1.0
34    },
35    {
36      "system": "rotating",
37      "residual": 0.5122334843520461,
38      "lambda_hat": 0.8354740316183156,
39      "gate_activates": true,
40      "truth_rate": 0.6416666666666667,
41      "current": {
42        "recall": 0.32727272727272727,
43        "false_positive_rate": 0.0
44      },
45      "always_rollout": {
46        "recall": 1.0,
47        "false_positive_rate": 0.0
48      },
49      "gated": {
50        "recall": 1.0,
51        "false_positive_rate": 0.0
52      },
53      "always_rollout_steps": 24000,
54      "gated_rollout_steps": 24000,
55      "rollout_step_reduction": 0.0
56    }
57  ]
58}