The Ends Justify the Thoughts: RL-Induced Motivated Reasoning Fools CoT Monitors.

arXiv:2510.17057v3 Announce Type: replace-cross Abstract: Chain-of-thought (CoT) monitoring has emerged as a compelling method for detecting harmful behaviors such as reward hacking in reasoning models, under the assumption that models' reasoning processes are