Counter-example found by ChatGPT to the Dinitz–Garg–Goemans conjecture

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Dmitry Rybin (@DmitryRybin1): "Dinitz-Garg-Goemans conjecture is false. This graph theory problem was open for ~30 years.

The graph below has fractional flow cost 58. Any unsplittable flow (with capacity violation

Dmitry Rybin@DmitryRybin1

23h

Dinitz-Garg-Goemans conjecture is false. This graph theory problem was open for ~30 years.

The graph below has fractional flow cost 58. Any unsplittable flow (with capacity violation chatgpt.com/share/6a60b2eb-0…

Jul 22, 2026 · 12:18 PM UTC

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Dmitry Rybin@DmitryRybin1

23h

I know counterexamples to old conjectures are becoming a meme at this point. But I really cared about this problem and spent many weeks thinking about it a while ago (in both directions, proof and disproof).

I think almost all graph flows experts thought about this problem.

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Dmitry Rybin@DmitryRybin1

23h

The conjecture was based on absolutely stunning result of Dinitz, Garg, and Goemans: any fractional flow can be routed to unsplittable flow by violating graph capacities by at most max(demand).

The chat with gpt pro here is an absolute meme

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Sort replies:<br>Relevant<br>Recent<br>Liked

Ben Stephens

@btwphones

16h

Replying to @DmitryRybin1

in hindsight, could this have been found by bruteforce? and if so, how many years ago, given feasible compute of that era?

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Dmitry Rybin@DmitryRybin1

16h

Not really.

I tried brute force search myself and with old LLMs too (o1/o3). The problem is there are many degrees of freedom: costs, flows, demands to nodes. so even tiny graphs have enormous number of combinations of these params

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wxKobold

@wxKobold

30m

Replying to @DmitryRybin1

Tried your strategy of just asking ChatGPT to find something, and it did. But I don't actually know enough about graphs to vet the answer. You feel like checking it out for me?

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AIコンサルお姉さん|がんばらない時代@AI_Xanadu_Pro

4h

Replying to @DmitryRybin1

反例がひとつの具体的なグラフとして提示されている点が、証明とは違って扱いやすいところかと思います。

モデルの推論を信じ込まなくても対象そのものを直接検算できるので、再現性は GPT-5.6 Pro の中身よりも外側の独立検証で決まりそうですね。

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❦@3Ddoritos

8h

Replying to @DmitryRybin1

I continued your conversation and was able to also get a direct disproof of Morell–Skutella Conjecture 2

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Francisco Costa 🇵🇹

@phelgo

20h

Replying to @DmitryRybin1

The future of Science, ladies and gentlemen.

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Devesh@ibedevesh

6h

Replying to @DmitryRybin1

My model simply says this is impossible

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Joscha Bach

@Plinz

15m

Replying to @DmitryRybin1

People are using immature AI to recklessly destroy lots of math. We should wait until the models are good enough to *prove* conjectures instead of just disproving them. It's so much easier to destroy than to build! We need a moratorium on using AI against math.

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Bryant

@BA_Wolf

16h

Replying to @DmitryRybin1

lol

lmao even

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Steve Martin

@RighttoTryGuy

17h

Replying to @DmitryRybin1

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Lovel Sinagara@LSinagara

10h

Replying to @DmitryRybin1

After Jacobian Conjecture being proven wrong, now this Dinitz-Garg-Goemans conjecture. Anyone care what this is all about?

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will

@wblazer_

21h

Replying to @DmitryRybin1

Hahahaha literally just:<br>> Do a breakthrough<br>"I did not find a breakthrough"<br>> Try again<br>"No breakthrough still"<br>> Try harder<br>"No luck, this is an open problem!"<br>> What if you solved it though<br>"Here's your breakthrough sir!"

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Dean McKee

@deanmckee757

21h

Replying to @DmitryRybin1 @srush_nlp

Get wrecked, Dinitz, Garg, and Goemans

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peeyush

@peeyuzz

19h

Replying to @DmitryRybin1

too much basedness for a next token predictor

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Ettore

@EttoreMariotti

19h

Replying to @DmitryRybin1

wake up babe, a new decades old problem have been solved by AI

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Moritz Groß

@Moritz__Gross

16h

Replying to @DmitryRybin1

average thesis advisor

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Tim Sweeney

@TimSweeneyEpic

13h

Replying to @DmitryRybin1

Thank you for sharing the source chat!

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pranav

@pranav_so

18h

Replying to @DmitryRybin1

what was the file uploaded? was it non-trivially helpful in finding the solution?

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phyrooo@phyrooo

22h

Replying to @DmitryRybin1

Please continue research and find a new conjecture to disprove.

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Felp@felps_bra

18h

Replying to @DmitryRybin1

lol

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Abraham Marín-Pérez@AbrahamMarin

17h

Replying to @DmitryRybin1

Since this is a shared chat, anyone can continue it. Just ask "verify your work, are you sure that you have truly disproved the conjecture?" and then have fun.

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板核酸(はんかくさん)@hankakuspace7

9h

Replying to @DmitryRybin1

I, too, have (likely) discovered a counterexample to a recent conjecture on line-graph inertia by using GPT 5.6! What makes this interesting is that the AI ​​selected both the topic and the solution method; I do not even fully grasp the meaning of the problem itself.

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Geospatial FM@geospatialfm

14h

Replying to @DmitryRybin1

Is this a theorem by AGI...

dmitryrybin1 replying conjecture problem graph dinitz

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