The biggest AI breakthrough in medicine & drug discovery
MAMMAL biology foundation model that understands genes, proteins, small molecules. Beats AlphaFold 3! #ai #ainews #science #agi #singularity Thanks to our sponsor Runway. Try Runway Agent today https://runwayml.com/aisearch-agent If you enjoyed this video, you will also like: https://youtu.be/QvN6Tu6dHYM Full paper: https://www.nature.com/articles/s44386-026-00047-4 0:00 MAMMAL intro 0:38 Problems with drug design 1:36 How biology works 3:23 How drug design works 5:24 Why modern tech fails 6:47 How MAMMAL works 10:10 How good is it 10:59 Predicting drug toxicity 13:48 Runway Agent 15:19 Labelling cells based on gene activity 16:05 New cancer drug discovery 20:19 Implications for drug repurposing 21:16 Antibodies 22:17 MAMMAL vs Alphafold 23:29 Why Alphafold failed 26:05 Designing new drugs 27:27 Generating antibody fingers 29:29 Implications for medicine Newsletter: https://aisearch.substack.com/ Find AI tools & jobs: https://ai-search.io/ Support: https://ko-fi.com/aisearch Here's my equipment, in case you're wondering: Lenovo Thinkbook: https://amzn.to/4jWeKwH Dell Precision 5690: https://www.dell.com/en-us/dt/ai-technologies/index.htm?utm_source=AISearchTools&utm_medium=youtube&utm_campaign=precisionai#tab0=0 GPU: Nvidia RTX 5000 Ada https://nvda.ws/3zfqGqS Mic: Shure SM7B https://amzn.to/3DErjt1 Audio interface: Scarlett Solo https://amzn.to/3qELMeu
