Matt Watson
34K posts

Matt Watson
@BioAndBaseball
Husband, Father. Working on #bioeconomy & #biosecurity policy.






Over the last 30 years, biotechnology has been driven by the genome sequencing revolution. For the next decade, it will be artificial intelligence that leads the charge in translating the biological complexity that results from these data go.nature.com/4sLrzhi






Demis Hassabis: If you know the structure of a protein, the real question becomes—where will your drug bind, and what will it actually do? That’s where the next wave of AI comes in. Not just predicting structures, but modeling interactions, outcomes, and real biological impact. At Isomorphic Labs, this is already happening—with 17 active drug programs and partnerships with giants like Eli Lilly and Novartis. The goal? Scale that to 100. This is a fundamental shift in how medicine gets built. Instead of slow, expensive trial-and-error in wet labs, AI allows researchers to run thousands of hypotheses in silico—hundreds to thousands of times more efficiently. The wet lab becomes validation, not exploration. Drug discovery is turning into a computational problem. Faster cycles, smarter predictions, and potentially massive breakthroughs in human health.





We need 10x more people doing biosecurity











