The Personality Trap: How LLMs Embed Bias When Generating Human-Like Personas

Jacopo Amidei, Gregorio Ferreira, Mario Muñoz Serrano +2

This paper examines biases in large language models (LLMs) when generating synthetic populations from responses to personality questionnaires. Using five LLMs, we first assess the…