Programmable design of functional proteins from natural language

Pinal is a 16-billion-parameter AI model that generates functional proteins with experimentally validated activity directly from natural-language descriptions. Without iterative optimization, its designed carbon-fixation enzyme achieved improved yields of CO2-fixation products. The paper was published in Nature, DOI: 10.1038/s41586-026-11205-z.