Sai Ma

Chain-of-Thought Oversight Requires Separate Evidence for Faithfulness and Monitorability

A common assumption in chain-of-thought (CoT) oversight is that a visible reasoning trace makes model behavior easier to monitor. We argue that this assumption can conflate distinct properties along a chain linking a model's internal computation, reasoning artifacts, outputs, and monitor judgments. We identify four pro...