Beyond Behavioral Accuracy: Evaluating Individual-Level Fidelity in LLM Investor Simulation.

arXiv:2610.26524v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used as user simulators, but can they faithfully reproduce an individual's behavior and decision logic over time? We investigate this question in a longitudinal p