LLMs suddenly got good at NMR since Claude Opus 4.8, says ChefNMR2 team

ZhongingAlong · x · 2026-11-03

This tweet introduces the ChefNMR2 benchmark series. The author observes that around June's Claude Opus 4.8, chatbots "very suddenly" got good at NMR — LLMs are now generally intelligent enough for scientific tasks like interpreting NMR spectra much as a chemist would.

The team therefore partnered with Edison Scientific (makers of the Kosmos AI scientist platform) to run a large-scale benchmark of frontier reasoning LLMs on NMR structure elucidation and explore integration with Kosmos.

Related event: Princeton's ChefNMR2 Decodes Molecular Structures from NMR, Beating Frontier LLMs(8 posts)→

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