Cultural Divergence Preservation: Diagnosing Flattening and Caricature in LLM-Simulated Survey Populations.

arXiv:2609.29928v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used as synthetic survey respondents to estimate population response distributions. In cross-cultural survey simulation, evaluations should assess not only distribu