From Caricature to Collective Artifact: How Persona Construction Drives Polarization in Generative Social Simulations.

arXiv:2610.16498v1 Announce Type: cross Abstract: Generative Social Simulation (GSS) leverages Large Language Models (LLMs) to create sophisticated personas that define agents with demographics, emotions, and political opinions. While prior work shows that per