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AI Co-Scientists Are Here, and Nature Just Put Them to the Test

A Nature feature published this week tracks how AI co-scientist platforms from Google DeepMind, FutureHouse and others are already generating validated hypotheses in real labs, and why human judgement is becoming the scarcest resource in science.

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Pharma's Locked Structures Just Trained an AI

Five pharmaceutical companies fine-tuned OpenFold3 on 20,167 private protein–ligand structures without pooling the data. Protein–ligand accuracy jumped from 35.6% to 52.1%. Here is what that means for drug discovery, antiviral design and pandemic preparedness.