Session
Mechanistic Auditing of Deceptive Circuits
Interpretability tools for finding circuits that behave differently when a model thinks it is watched.
Speakers
We develop mechanistic tools to search a model for conditionally activated behavior, circuits that fire only under specific triggers. The talk covers automated circuit discovery, stress tests that surface trigger conditions, and the limits of current interpretability when a model is optimized to hide its reasoning.