Abliteration detection on Wild audit (held-out, leave-one-family-out)
90Detection RateCombined z-sum
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Combined z-sumStandardization=Transductive (z-sum)2026.07 | 90 | 11 | 89 | |
| activation gap ρMetric Type=activation-based2026.07 | 83 | 27 | 78 | |
| weight energy E1Metric Type=weight-based (WeightWatch primitive)2026.07 | 72 | 11 | 81 | |
| AMS Tier 2Reference-anchors=σ (nneg=35)2026.07 | 42 | 20 | 61 | |
| AMS Tier 1Source=Messenger, 20262026.07 | 35 | 6 | 65 |