Ultra-Local Neural Safety Shield / bench_report.json
Mechanism confirmed, baseline not beaten
1{
2 "bench_version": 1,
3 "track": "robust_cbf_pendulum_policy",
4 "model": "local_mlp_tiny",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
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56 "n": 8
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102 },
103 "comparison": {
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117 "p_value": 0.0081,
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120 "verdict": "idea worse (significant)",
121 "system_worked": false
122 },
123 "mechanism_signature": {
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126 "virtual_shift_formula": "Delta/kc"
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128 "observed_from_trained_models": {
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134 "confirmed": true
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136 "custom_track": {
137 "name": "robust_cbf_pendulum_policy",
138 "file": "robust_cbf_pendulum_policy.py",
139 "domain": "dynamics"
140 }
141}