From Decorative to Load-Bearing: Task Difficulty Shapes the Causal Role of Chain-of-Thought

Renee Jia, Di Mu

Chain-of-thought (CoT) monitoring is only meaningful if written reasoning causally constrains the answer. We introduce continuation-based causal testing, an ablation-patch interven…