Agents for Drug Discovery: From Target to Molecule
Drug discovery is the highest-value application of agentic omics. Agents can orchestrate the entire pipeline from target identification through lead optimization, dramatically compressing timelines.
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Proteomics
AI for Proteomics: From AlphaFold to Protein Design
Protein AI is the most mature omics AI field. But structure prediction was just the beginning—the frontier is now protein design, function prediction, and interaction modeling.
Foundation Models Meet Biology: The Transformer Revolution in Life Sciences
Why transformer-style foundation models work so well on biological data, where the analogy to language breaks down, and which genomics, proteomics, and single-cell models matter most in 2026.
