/AI5h ago

Tony Feng proposes AI developers build math journal referee services instead of focusing on autonomous theorem proving

RefineDotInk offered its frontier-model review services in response.

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Ben Golub@ben_golub#1447inAI

We @RefineDotInk specialize in harnessing the power of frontier models for AI reviews.

We would be happy to work with any journal seeking to integrate such reviews into their workflows.

Reach out to us by DM or at ben@refine.ink if interested.

Tony Feng@tonylfeng

Proposal: Any AI company that is earnest about "helping mathematicians" (rather than parading the intelligence of its models) should work on making a high quality AI referee service available to journals. Current peer review in mathematics is laughably slow, and accelerating that with AI would be easier and more helpful than autonomously proving the kind of random results we've seen so far, with the notable exception of the Unit Distance Conjecture.

3:16 PM · Jun 1, 2026 · 1.4K Views
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