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Geoffrey Hinton

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A mathematician who quit academia says AI will kill the 'theorem economy' — and maybe save math (davidbessis.substack.com)

His distinction is Mathlib versus Mathslop: human-curated formal math you can understand, versus AI output that's correct and unreadable — a 200,000-line proof no one comprehends. If status flows only to proving, and machines prove best, mathematicians become obsolete.

The thread pushed back from two sides. A non-mathematician shrugged: if unreadable-but-correct theorems let us build useful things, who cares? Another reached for Greg Egan's 'truth mining' — and the one edge humans keep, for now: today's models are still weak at visual reasoning.