cs.LG

Can Aha Moments Be Fake? Identifying True and Decorative Thinking Steps in Chain-of-Thought

arXiv:2510.24941v3 Announce Type: replace
Abstract: Large language models can generate long chain-of-thought (CoT) reasoning, but it remains unclear whether the verbalized steps reflect the models’ internal thinking. In this work, we propose a True Th…