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Culture War Roundup for the week of April 27, 2026

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opinions on computer-assisted proofs like the Four Color Theorem

I think the development of formal proof verifiers like Lean mostly quelled the practical concerns about computer-assisted proofs. Nobody's going to trust some two hundred page "proof" just because an LLM spat it out, but formalize it and properly verify the proof steps via a smaller verifier that's been itself closely manually examined, and then the remaining parts of it you have to check manually are more like definitions (when Lean verifies that "All Foos are Bars", does its definition of "Foo" and "Bar" match ours?) and much easier to understand and review. There's a real synergy here in iterating between proof verifiers (which will reliably state whether a proof is correct, but weren't very popular by themselves because they require the proof to be spelled out in tedious precise detail) and large language models (which will translate a colloquial proof into tedious precise detail, but aren't very useful by themselves because they aren't reliable enough to trust without rigorous checking).

The aesthetic concerns are still there, though. There are proofs that you can read through (the highlights of, not the every-trivial-step that you have in something formalized) and they enhance your understanding of the subject, and then there are proofs that just make it from point A to point B via some kind of hideous brute force, and there's a reasonable fear that computer-generated proofs or even just computer-assisted proofs are going to have a lot more of the latter instead of the former. There was quite a lot of excitement recently about a couple newly-AI-proven conjectures (IIRC one on primitive sets, another on Ramsey numbers, both on asymptotic behavior?) because, not only were these about questions that human mathematicians had taken more than a passing interest in, but the proofs were short and insightful. Candidates for proofs "from The Book", to use Erdös' old phrase.

Specific examples would be the Axiom of Choice (either accepting it or not leads to unintuitive results like Banach-Tarski)

Well, everybody agrees that if you accept it then you get certain nice things and certain nasty ones, and that you can have consistent models that accept it and consistent models that don't. There's still a disagreement here, but it's again a disagreement over aesthetics more than over fact.

It's a big disagreement over aesthetics, admittedly. The joke goes: "The Axiom of Choice is obviously true, the Well-ordering principle obviously false, and who knows about Zorn's lemma", and the humor is that emotionally that all feels true even though logically those three things are provably equivalent.

There might even be increasing common ground in the aesthetic question. The Axiom of Dependent Choice is sufficient to prove a ton (I hesitate to say "all", since in my own field we typically just throw up our hands and assume full AC, and I'd love to learn of any results that really do make full AC necessary) of the classic real-analysis and functional-analysis theorems that Zermelo-Fraenkel alone doesn't give you, but it isn't sufficient to force the existence of ugly-seeming things like non-measurable subsets of ℝ, or of insane-seeming things like Banach-Tarski.

I'd love to learn of any results that really do make full AC necessary

Okay, there's "every vector space has a Hamel basis", which may have important implications I don't realize since I just use Schauder bases in spaces where the distinction matters.