Bridging Expectation Signals: LLM-Based Experiments and a Behavioral Kalman Filter Framework

Yu Wang, Xiangchen Liu

As LLMs increasingly function as economic agents, the specific mechanisms LLMs use to update their belief with heterogeneous signals remain opaque. We design experiments and develo…