LLMs may be near SOTA at analyzing small molecules, researchers argue

proteinrosh · x · 2026-11-04

Researchers debate whether LLMs are close to SOTA for small-molecule analysis. Evidence cited includes an impressive recent paper, Leash Bio's DEL-screen-based search example, and the replier's own simpler replication experiment using docking scores — inspired by a Rowan blog post — which reached similar conclusions. The tone: the field is still "mostly vibes," but LLMs' small-molecule analysis abilities look genuinely strong.

Related event: LLMs near SOTA on small-molecule optimization, but slow(3 posts)→

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