LLMs could systematize DL research with cheap, small-scale 24/7 experiments

JoshPurtell · x · 2026-11-15

The author argues that unlike mathematics—where LLMs must push the human frontier of abstraction—deep learning research can advance via many small, compute-light experiments. LLMs could transfer meta-strategies from physics/math and run enormous numbers of full-scale experimental studies and ablations around the clock.

Related event: Researcher: Cheap AI Agents Can Run Deep Learning Research Around the Clock(4 posts)→

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