Large Language Model Turnover Undermines Screening for Artificial Intelligence-Assisted Scientific Writing

Journals and conferences have begun to screen submitted manuscripts for text written using large language models (LLMs). The reliability of this screening rests on benchmark evaluations against a fixed set of LLM versions, while the versions in actual use keep changing. Here we quantify how this LLM