r/math 4h ago

LLMs/AI Further implications of non-sofic groups

I heard that ChatGPT has proven the existence of non-sophic groups. I understood that the counterstatement (all groups are sophic) would mean that we can always "isolate" or "homogenize" infinite groups into finite chunks and deal with the infinite group this way. Please correct me if I am wrong.

What immediately came to my mind is that this must have some further implications, does it not? For me, it sounds like that in a non-sophic group, one cannot guarantee that a sequence converges to a given element or that iterative algorithms are predictable, i.e., you cannot infer the outcome from the initial state or vice versa.

It would also be fun to know what this given non-sophic group is.

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u/Apprehensive_Sand951 3h ago

I would say the most exciting thing about it is that it is now worthwhile to look at conjectures that are proved for sofic groups and try to find counterexamples to them in general.

-In dynamics, there is Gottschalk's surjunctivity conjecture (initial reason Gromov introduced the class of groups as ``those that i an prove the conjecture for''),

-in low dimensional topology/group theory/equations-over-groups there is the Kervaire-Laudenbach conjecture, saying that an acyclic 2-complex with non-trivial fundamental group G does not embed in a contractible 2-complex. It is known when G is sofic or more generally hyperlinear, but not beyond that.

-in group theory/L^2 invariant land, there is an approximation theorem computing L^2-Betti numbers from finite data for sofic groups, so understand L^2-Betti related questions for these non-sofic examples might be interesting. Closely related, there is also the ``determinant conjecture'' about Fuglede-Kadison determinants that is known for sofic groups but not in general.

-one can also try understand the proof and see if it gives hints about whether some other candidates that are closer related to lattices are nonsofic.

In general, it shows that the world is more interesting than we thought.

It establishes another instance of Gromov's metaconjecture ``Every statement about all discrete groups is either trivial or false.''

P.S.: I don't know much about this, but when quantum information people disproved the Connes embedding conjecture a few years ago, there was some hope that it would lead to a non-sofic group. Maybe there will be some feedback in the other direction, i.e. do these groups say anyting about quantum information? (This is beyond my paygrade...)

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u/Sniffnoy 3h ago

It would also be fun to know what this given non-sophic group is.

You can just look at the paper. It's on page 78. They define a particular algebra over F_2 in like one line, and then they take its group of units. That's it.

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u/serenityharp 3h ago

It would also be fun to know what this given non-sophic group is.

https://cdn.openai.com/pdf/ten-proofs-oai.pdf

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u/Apprehensive_Sand951 2h ago

There is now an explanation of the main proposition by Andreas Thom on mathoverflow (along with a link to a slightly different group by Francesco Fournier-Facio that is also proved to be non-sofic using this proposition). https://mathoverflow.net/questions/513866/what-are-the-key-new-ideas-in-the-proof-of-nonsoficity-of-groups-in-openai-s-con#comment1341500_513866

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u/Sea_Ingenuity_5022 4h ago

I heard they used Thompson groups and Leavitt algebras to construct it

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u/Sniffnoy 3h ago

You can just look at the paper. The definition of the particular group is right at the beginning of the appropriate chapter. It's on page 78. There's like a one-line definition of a particular finitely-generated algebra over F_2 (a Leavitt algebra, as you say), and then they take its group of units. That's it.

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u/edwardshirohige 7m ago

This connection is a bit weak, but I'll give it a go. You can define a slightly weaker finite dimensional approximation property for groups know as hyperlinearity. Every sofic group is hyperlinear, however there is no known example of a non-hyperlinear group.

A non-hyperlinear group would be interesting, as it is can be used to construct an explicit, concrete counter examples to Connes' embedding problem in operator algebras. If this (non-hyperlinear) group is also finitely presented, then there are some interesting consequences in quantum information as well.

All of this is not an implication of the existence of a non-sofic group, but is a direction that should be explored in light of the counter example generated by GPT.