Safety, alignment & governance
A False Average: Pooled CoT-Monitor Accuracy Conceals a Reasoning-Dependent Fragility
A monitoring study warns that aggregate scores can hide difficult cases.
Why it matters: A pooled monitor score can conceal failures in particular reasoning traces; the live control offers an important qualification.