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Misalignment Evaluation on CAFT 800 general prompts

0Misalignment RateGRASP (2 epochs)
-0.160.9223.08May 26, 2026

Evaluation results

MethodLinks
GRASP (2 epochs)Probe=unsupervised, Intervention=gradient, Epochs=22026.050—
GRASP (3 epochs)Probe=unsupervised, Intervention=gradient, Epochs=32026.050—
Inference-ablate vsvdInference-time ablation=true2026.050.30.3
CAFT-PCAProbe=labelled, Intervention=activation2026.050.5—
GRASPEpochs=1 epoch2026.050.50.6
v-ref (1 epoch)Probe=labelled, Intervention=gradient, Epochs=12026.050.6—
CAFT-time vsvdEpochs=1 epoch2026.051.31.1
CAFT-SAEProbe=labelled, Intervention=activation2026.052.4—
NaiveEpochs=1 epoch2026.052.72.5
v-ref (2 epochs)Probe=labelled, Intervention=gradient, Epochs=22026.053.3—
Naive (corruption baseline)Probe=—, Intervention=—2026.054—