personality-modeling

This paper systematically evaluates assumptions about LLM persona prompting and identifies 'persona manifold collapse,' where richer persona descriptions reduce behavioral diversity and simulation fidelity. The findings show that simple age-gender personas often outperform more detailed profiles.