AI agents still fall short of scientists, yielding far fewer insights

typewriters · x · 2026-10-03

A research thread argues AI agents cannot yet discover mechanisms that generate new scientific insights the way Isaac Newton did. Even the strongest agents approach human predictive accuracy, but the mechanisms they uncover yield far fewer insights than those found by human scientists, and many agents still fail common-sense scientific constraint tests.

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