Item-Mean Surrogates: Why Richer Persona Data Fail to Improve LLMs as Human Surrogates

Daehwan Ahn, Chengfeng Mao, Dokyun Lee

LLMs are increasingly used as human surrogates, often on the premise that richer persona data could make them substitutes or exploratory tools for specific individuals. We test thi…