Preprint
Oct 2026
How Much Do Activation Monitors Benefit from Original Model Computations?
This paper studies how much of activation monitors's success depends on access to the original behavior-generating computations, and finds monitors trained with native access have notable uplift on original examples whose behavioral label changes under paraphrasing.
James Oldfield, S. Im, Jay Culligan et al.
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