The global industry of generative AI in biology encompasses the use of artificial intelligence models for creating, designing, and simulating new biological data, molecules, and systems rather than just analyzing existing ones. Generative biology enables researchers to create novel protein structures, DNA sequences, and small molecules for drug discovery.