Language Modeling Materializes a World Model of Protein Biology
Salvatore Candido, Thomas Hayes, Alexander Derry, Roshan Rao, Zeming Lin, Robert Verkuil, Bryan Z. Wu, Jin Sub Lee, Elise S. Bruguera, Jehan A. Keval, Mykhailo Kopylov, John E. Pak, Wesley C. H. Wu, Neil Thomas, Samson J. Mataraso, , Alexander W. Rives
The paper uses language modeling to create a comprehensive representation of protein biology, enabling structure prediction and discovery of high-affinity protein interactions.
bioRxiv · Jun 4, 2026 · PreprintBioinformatics