this post was submitted on 20 Jul 2026
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TechTakes
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You know, given automated proof checkers, I was naively assuming mathematics was one field that gen-AI would have a hard time screwing up. Even programming is too difficult to write thorough testing for. But a proof (or counter example to a conjecture) seems like it would have to be solid if it passes lean or whatever system for validating it.
But the threats #3 and #5 the declaration lists make me consider the bigger picture. Academic fields without clear capitalist payouts are already underfunded and under respected. Pure mathematics could, at least up until now, draw on the respect STEM gets, but with math proofs getting used as fuel for the LLM hype machine, there are a variety of unpleasant ways things could twist.
Threat #1 makes me wonder... if LLMs+formal verification systems manage to pluck lots of low hanging fruit, and we are left with harder stuff that not enough literature exists as training data for LLMs, it seems like the entire educational pipeline for producing mathematicians could end up screwed up.