The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective

George Gui, Olivier Toubia

Large Language Models (LLMs) have shown impressive potential to simulate human behavior. We identify a fundamental challenge in using them to simulate experiments: when LLM-simulat…