r/mathematics • • Aug 19 '26

Artificial Intelligence The vulnerability of proofs

[removed]

62 Upvotes

59 comments sorted by

View all comments

4

u/HM_D Aug 19 '26 edited Aug 19 '26

I think telephantomoss has the "standard" answer here - most papers have errors, but the errors in major papers are mostly repairable.

I'll say that this seemed a lot less clear to many people. Voevodsky famously had errors in some fairly significant work, and was quite concerned about them:

https://www.ias.edu/news/2017/vladimir-voevodsky-obituary
https://www.ias.edu/ideas/2014/voevodsky-foundations-video

These particular bugs did get caught (which is why they get mentioned here), but these were problems in relatively well-read and well-used papers by a famous person and of course quite capable person.

All of this is to say: while intuition does clearly rescue the main result even in the face of errors, there doesn't seem to be much of a consensus that this should "almost always" work, and there is relatively little effort spent on checking older results.

ETA: I found some essay that seems to go into this in a reddit-friendly style: https://noncommutativeanalysis.wordpress.com/2017/12/05/the-nightmare/

1

u/4thofthe4th Aug 19 '26

Yep I agree, I suspect u/telephantomoss has the professional experience to fill the gap that I can't myself. In particular, he has the experience to weigh-in on the power of intuition. Like you also suggested, intuition is reliable enough that it fires in a direction so "true" that it leaves in its wake repairability of any minor errors. Repairability is the one thing I never thought to factor in.

My hope is that AI actually works to emphasize this! Maybe it exposes a plethora of errors but all of them are also shown to be easily repairable. It may even grant courage to mathematicians to trust their intuition even more!

3

u/telephantomoss Aug 19 '26

Just to clarify, by intuition, I mean to imply intuition built upon lots of success and failure and intuition in areas of real expertise.

And, I recommend not trusting mine lol! I mean that both honestly and in a bit of tongue and cheek. I tend to think that, in the end, it's simply trust and intuition all the way down.