The biggest AI breakthrough in medicine & drug discovery
MAMMAL biology foundation model that understands genes, proteins, small molecules.
Full paper: https://www.nature.com/articles/s4438...
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
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