Spectral Lookahead Gate / results.json
Mechanism confirmed, baseline not beaten
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}