Hongming Wang

Real-Time Monitoring and Calibration of Chain-of-Thought Sycophancy in Large Reasoning Models

Large Reasoning Models (LRMs) suffer from sycophantic behavior, where models tend to agree with users' incorrect beliefs and follow misinformation rather than maintain independent reasoning. This behavior undermines model reliability and poses societal risks. Mitigating LRM sycophancy requires monit…