The Chameleon’s Limit: Investigating Persona Collapse and Homogenization in Large Language Models
arXiv:2604.24698v1 Announce Type: new
Abstract: Applications based on large language models (LLMs), such as multi-agent simulations, require population diversity among agents. We identify a pervasive failure mode we term \emph{Persona Collapse}: agent…