Statistical realism is not evidence that LLMs can estimate treatment effects in social science experiments

Zonghan Li, Feng Ji

Large language models (LLMs) are increasingly used to simulate human responses and estimate treatment effect of interventions when real-world experiments are costly or infeasible.…