Expert evaluation of LLM world models: A high-Tc superconductivity case study

Proceedings of the National Academy of Sciences, volume 123, number 11, March 2026.
ImportanceTo solve long-standing scientific problems, researchers must navigate large and complex research literatures with competing perspectives. Although large language models (LLM) can in principle facilitate this difficult process, reading…