Probable but Not Valid: A Psychometric Audit of Decision Models as Synthetic Survey Respondents

Mantas Lukauskas, Viktorija Šarkauskaitė

Language models are increasingly used to create synthetic survey samples, also called silicon samples. Decision models are a new class of language models that return a probability…