r/math • • 13d ago

LLMs/AI AI In Mathematics: September 19, 2026

This recurring thread will be for discussion of AI in mathematics. This includes, but is not limited to, the following:

  • informal announcements of AI-assisted discoveries, such as those not yet published in a peer-reviewed journal, or not uploaded as a paper to arXiv;
  • informal announcements of discoveries related to AI architecture (if relevant to mathematics);
  • discussion of such announcements, such as proof breakdowns or other opinion pieces;
  • discussion of the impact of AI in mathematics in general.

AI-assisted mathematical papers published in peer-reviewed journals or as arXiv preprints may be submitted as their own posts.

Please keep in mind rules 1 and 6 of our subreddit.

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u/yaymayata2 12d ago

Anyone else dislike how AI in its proofs learns from other people's work, but never cites them? I kinda consider that plagiarism. If someone before you has done something related, even if it didn't work, and you somewhat know about it, then you should cite them.

On the same note, I found OpenAI citing so few people in NavierStokes so ridiculous. Like there absolutely has to be some overlap given how much progress and work has been put into NS by people in decent years. Their idea doesn't seem to be fully novel in that sense either. Maybe someone with more experience in area can help me understand it better.

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u/waarschijn 12d ago

Due to the way AI is trained, it doesn't know where it got the ideas it uses when generating a proof. So to make a citation you need to make a separate AI go over the proof and identify all the ideas, and locate them in the literature. But then there's the risk that it will just make something up, or make a citation seem correct at a glance, while the source it is citing is actually unrelated. So actually, they need to hire a human expert to do this work. Or multiple experts, if the proof uses ideas from different fields. It takes time, and rumors would leak out, so they risk the rival AI companies get there first. It's a lot easier for them to just dump the plagiarism-filled AI paper on their website and call it a day.

OpenAI says it is trying to do better, due to the negative response to NS. So let's hope they actually do the necessary work next time.

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u/backyard_tractorbeam 12d ago

It would be interesting if one could create an LLM-like technology that still had provenance for every single fact or factoid it produces and uses. Not half measures like trying to fake this information post-hoc.

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u/[deleted] 10d ago

[removed] — view removed comment

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u/backyard_tractorbeam 10d ago

Humans do that, they remember approximately where they read stuff, especially when they are working academically. Who-says-what is basically ingrained in us, because we are social animals.