AI-generated Lean proofs are sloppy and tangled — and that's a failure

bradneuberg · x · 2026-10-19

Engineer Brad Neuberg, quoting Ted Pavlic, argues that true intelligence means not just producing plausible solutions but disseminating them clearly — "if it's not disseminated, it's not science."

His core point: the 700 math proofs AI systems have produced in Lean are sloppy, complicated and tangled. We should hold AI agents to a higher standard — elegant, clean, explainable work, as we'd expect from a human genius. Incomprehensible code or proofs is a failure and a sign of sloppy thinking.

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