Evaluating the statistical realism of LLM-generated social science data

Proceedings of the National Academy of Sciences, volume 123, number 19, May 2026.
SignificanceLarge linguistic models (LLM) enable the generation of data that could potentially be analyzed for social research. Although the need to assess the validity of this AI-generated data is widely recognized, we do not yet have a consistent approach…