Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents.

arXiv:2608.14606v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly used as synthetic survey respondents, but existing evaluations mostly ask whether individual answers look plausible. We ask a stricter, psychometric questio