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

Mantas Lukauskas, Viktorija Šarkauskaitė

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…