Proceedings of the National Academy of Sciences, Volume 122, Issue 22, June 2025. A growing body of research suggests that the recent generation of large language model (LLMs) excel, and in many cases outpace humans, at writing persuasively and empathetically, at inferring user traits from text, and at mimicking human-like conversation …