One Probe Won't Catch Them All: Towards Targeted Deception Detection

Vikram Natarajan, Devina Jain, Shivam Arora +2

Linear probes are a promising approach for monitoring AI systems for deceptive behaviour. Previous work has shown that a linear classifier trained on a contrastive instruction pair…