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

Dimitris Michailidis, Petter Törnberg, Fernando P. Santos

Generative Social Simulation (GSS) leverages Large Language Models (LLMs) to create sophisticated personas that define agents with demographics, emotions, and political opinions. W…