Christos Xypolopoulos

Large language models simulate intersectional synthetic identities with a budget of one to two dimensions

Large language models are increasingly used as synthetic survey respondents, promising cheap access to rare intersectional populations. We test standard demographic-persona methods against every real intersectional subgroup across 15 waves of Pew's American Trends Panel -- 21 million simulated response distributions fr...