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H.  Guo, Tikhanovskaya, M., Raccuglia, P., Vlaskin, A., Co, C., Liebling, D. J., Ellsworth, S., Abraham, M., Dorfman, E., Armitage, N. P., Feng, C., Georges, A., Gingras, O., Kiese, D., Kivelson, S. A., Oganesyan, V., Ramshaw, B. J., Sachdev, S., Senthil, T., Tranquada, J. M., Brenner, M. P., Venugopalan, S., and Kim, E. - A., ?Expert evaluation of LLM world models: A high-Tc superconductivity case study?, Proceedings of the National Academy of Sciences, vol. 123, no. 11, 2026.\par \par }