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HypeDelta - AI Research Intelligence

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There is no measurable acceleration in AI research optimization from LLMs, with only a couple of attributable contributions in areas like nanoGPT and CIFAR-10

When you look at algorithmic progress across seven significant problem areas (CIFAR-10, Hutter compression, Gurobi mixed-integer programming, MIPLIB, nanoGPT, Stockfish, and the matrix-multiplication exponent) there are a couple of these where LLM-attributable contributions have happened (nanoGPT, CIFAR-10), though the rate of increase of usage of AI here is a lot less than with cybersecurity and mathematics
Jack Clark28 Aug 2026

https://importai.substack.com/p/import-ai-470-no-rights-for-machines