Stable Reasoning, Unstable Responses: Mitigating LLM Deception via Stability Asymmetry

Guoxi Zhang, Jiawei Chen, Tianzhuo Yang +4

As Large Language Models (LLMs) expand in capability and application scope, their trustworthiness becomes critical. A vital risk is intrinsic deception, wherein models strategicall…