MCAIR: Monitoring and Correcting Agent Unfaithfulness via Internal Representations

Yan Xu, Dandan Song, Luan Zhang +8

Large Language Model (LLM)-based agents have demonstrated remarkable capabilities in completing complex tasks through multi-step reasoning and tool interactions. However, recent st…