@misc{indiciae65c7714498c8, title = {Language Modeling Materializes a World Model of Protein Biology}, author = {Candido, S. and Hayes, T. and Derry, A. and Rao, R. and Lin, Z. and Verkuil, R. and Wu, B. Z. and Lee, J. S. and Bruguera, E. S. and Keval, J. A. and Kopylov, M. and Pak, J. E. and Wu, W. and Thomas, N. and Mataraso, S. and Hsu, A. and Trotman-Grant, A. C. and Fatras, K. and dos Santos Costa, A. and Badkundri, R. and Akin, H. and Oktay, D. and Deaton, J. and Montabana, E. and Sitwala, H. and Yu, Y. and Wiggert, M. and Carlin, D. A. and Goering, A. W. and Blazejewski, T. and Sandora, M. and Hla, M. and Jia, T. Z. and Kloker, L. H. and Sofroniew, N. J. and Uehara, M. and Pannu, J. and Bachas, S. and Liu, D. S. and Sercu, T. and Rives, A.}, year = {2026}, doi = {10.64898/2026.06.03.729735}, url = {https://www.biorxiv.org/content/10.64898/2026.06.03.729735v1}, note = {Source identifier: 10.64898/2026.06.03.729735} }