The potential existential threat of large language models to online survey research

Proceedings of the National Academy of Sciences, volume 122, number 47, November 2025.
SignificanceSurveys is a leading source of data in every field of science, from medicine to economics. I demonstrate that the assumption that logically coherent answers come from humans is now untenable. I show that autonomous AI agents, operating from a…