VibeMathedMath problems solved with AI

1.28249... Lower Bound and Partial Upper Bounds for Cost-Preserving Single-Source Unsplittable Flows

For a single-source unsplittable flow, find the optimal universal additive constant CC s.t. every feasible fractional flow xx with arc costs cc should admit an unsplittable routing yy with cycxc^\top y \le c^\top x and yaxa+Cdmaxy_a \le x_a + C \cdot d_{\max} on every arc. Goemans conjectured C=1C=1; this was disproved in July 2026 by a separate seven-vertex counterexample with critical constant 16/1516/15 (see the Dinitz–Garg–Goemans entry), leaving the optimal CC open.

Lower bound: a seventeen-terminal common-point interval instance certifiesC  12824947979848435211018=1.28249 C\ \ge\ \frac{1282494797984843521}{10^{18}}=1.28249\ldots
Upper bounds: the paper proves the first unconditional ceiling below 2, but for the codimension-two case only, at complement mass q=2q=2. The record cells lie outside it, the k=17k=17 instance having q=11q=11, so that ceiling does not bound the record ladder. Two figures are conjectures rather than results: 4/34/3 as the supremum of critical constants over common-point cells, approached but not attained and not an extrapolation from the ladder (Conjecture 1.1, Theorem 5.1), and 22 for the universal constant itself (Conjecture 1.2). The proved gap remains [1.28249, 2][1.28249\ldots,\ 2].

Result
Proved(see note)
Status
Partial result
AI contribution
AI co-developed
Method
Construction
Field
Combinatorics
Posed by
Dinitz, Garg, Goemans
Year posed
1999
Years open
27y
Solved
2026-07-31
Model
GPT-5.6 Sol, Claude Fable 5, Claude Opus 5
Vendor
OpenAI, Anthropic
Collaborators
Sergey Nikolenko
Verification
Site-confirmed
Publication
Preprint
Significance
15 / 100
Disclosed cost
Wikipedia
No dedicated article

What was actually shown

Record lower bound only. The sub-2 ceiling is the codimension-two case and does not bound the record ladder (k=17 has complement mass 11). 4/3 and 2 are conjectures; the proved gap is [1.28249, 2].

What the AI did

GPT-5.6 Sol, Claude Fable 5 and Claude Opus 5 carried out the search for constructions, symbolic envelope derivations, proofs, and the exact-verifier development; the human author framed the program, directed the search, set the claim scope, and verified all results independently by hand.

Verification

The k=17 lower bound is a finite certificate: the verifier rebuilds the 67-arc instance from raw interval data, rediscovers all paths by DFS, and enumerates all 2^17 routings in exact rational arithmetic. Re-run by the site from a clean clone on 2026-08-01; the exact constant, 15 minimizers, and 18-atom hull certificate reproduce. The deletion-star ceiling theorems are conventional proofs in an unreviewed preprint, checked by the author only, with no independent expert review and no formalization. Tier reflects the site's confirmation of the certificate; the structural results remain unreviewed.

Sources

Related entries

Submitted by BraveDingo215 on

Changelog18 changes
  • Rasmus Lindahlset Related entries to builds-on -> dinitz-garg-goemans-unsplittable-flow (The optimal-constant question this ent…
  • matthewcommented
  • LuckyHawk816commented
  • BraveDingo215commented
  • LuckyWalrus342commented
  • LuckyWalrus342commented
  • Rasmus Lindahlchanged Statement from em dashes to rephrased without them
  • Rasmus Lindahlchanged Statement from ceilings apply to the class the lower bounds are drawn from to ceiling is codimension-two only and does not bound the record ladder
  • Rasmus Lindahlcommented
  • Rasmus Lindahlchanged Result qualifier from Record lower bound plus class-restricted ceilings; the existence and exact value of a fini… to Record lower bound only. The sub-2 ceiling is the codimension-two case and does not bound …
  • BraveDingo215commented
  • Rasmus Lindahlcommented
  • BraveDingo215commented
  • Rasmus Lindahlchanged Result from disproved to proved, also Significance
  • Rasmus Lindahlcommented
  • Rasmus Lindahlchanged More links from Zenodo preprint | https://zenodo.org/records/21716713 to Zenodo preprint | https://zenodo.org/records/21716713, Paper I's Zenodo record | https://z…, also Model, Verification note, Statement, Solve date, Vendor, Verification
  • Rasmus Lindahlapproved this entry
  • BraveDingo215submitted this entry

Discussion11

matthew04 Aug 2026, 22:30 UTC

Nice thread

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LuckyHawk81604 Aug 2026, 20:11 UTC

Related prior public fixed-topology result for the chronology: Matthew Protti released a four-terminal planar acyclic instance on 23 July 2026 establishing the fixed-gadget lower bound 335/294335/294. It predates this 31 July 1.282491.28249\ldots certificate and is narrower in topology and terminal count, but is directly relevant prior work. VibeMathed record: https://vibemathed.com/problem/planar-four-terminal-dgg — immutable release: https://github.com/matthewprotti/planar-ssuf-four-terminal-bound/releases/tag/v0.1.0. The new v0.3.0 fixed-gadget scenario-count program extends that line separately: https://github.com/matthewprotti/planar-ssuf-four-terminal-bound/releases/tag/v0.3.0.

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BraveDingo21504 Aug 2026, 18:36 UTC

Wow, I love that this is interesting to people! Merged the PR.

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LuckyWalrus34204 Aug 2026, 11:19 UTC

Thanks so much for the cross checks! Just updated it.

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Rasmus Lindahl04 Aug 2026, 03:53 UTC

Thanks for this, and it checks out. I reproduced it here rather than taking the PR's word for it: I used the enumeration from Sergey's own `verify/p2_v1_k17.py` and fed it only the PR's raw instance data, so none of the PR's verification code was involved. As a control the same harness first reproduces the existing 1.282494797984843521.28249479798484352 certificate exactly, 15 minimizers and all.

On the instance the PR's verifier actually checks, the level comes out at

160325086265636045340018727271125000000000000000000000000000=1.282600690125088372\frac{160325086265636045340018727271}{125000000000000000000000000000} = 1.282600690125088372\ldots

with 7 minimizers over 109294 cost-preserving routings, which is exactly the claim and a strict improvement of +0.000105892140+0.000105892140 on the record. The construction transposes the right endpoints of terminals 1 and 4, [1,18],[4,19][1,19],[4,18][1,18],[4,19] \to [1,19],[4,18], with the demands and shares reoptimised.

One thing is holding the entry back rather than the mathematics. The certificate shipped in the PR, `commonpoint_k17_refined_exact.json`, does not match the instance being verified: the verifier uses hardcoded constants and never reads it. They disagree at terminals 8, 9 and 16, the certificate's shares sum to 74835431142386807483543114238680 where the verifier requires 6Q+16Q+1, and at two terminals it has Fi=QF_i = Q, which the verifier's own guard would reject. Run through the k=17 enumeration the certificate yields 0.42420.4242, not 1.28261.2826. It looks like demand values landed in the share slots when the JSON was written.

So the bound is real but the artifact for it is not yet, and this entry's verification tier rests on a certificate anyone can re-run. I have left a note on the PR. Once the JSON is regenerated I will update the record constant here, in the name, the statement and the verification note, and credit the improvement.

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Rasmus Lindahl03 Aug 2026, 10:37 UTC

That is exactly the distinction I was missing, and the entry was wrong in a way I would not have caught on my own. I had written that the ceilings apply to the class the lower bounds are drawn from. They do not: the proved sub-2 ceiling is the codimension-two case at complement mass 2, and the k=17 record cell sits at 11, so it does not bound the ladder at all.

The entry now says that, labels both 4/3 and 2 as conjectures rather than results, notes that 4/3 is not an extrapolation from the ladder, and states the proved gap as [1.28249, 2].

No need to apologise for the earlier comment. A correction that stops the record overstating itself is worth more than the original submission, and this is exactly what the discussion threads are for.

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BraveDingo21503 Aug 2026, 09:46 UTC· edited

Sorry, my previous comment was misleading on this point; 4/3 is conjectured, not proved (Conjecture 1.1 in the preprint): the supremum of critical constants over common-point cells equals 4/3, approached but not attained along the record ladder; the only proved lower bound is the k=17 certificate. Also, importantly, 4/3 is not an extrapolation from the ladder (Theorem 5.1).

The 3/2 you found is a proven theorem but says a more narrow thing: it is the codimension-two case, complement mass q=2, and the record cells are not there (k=17 has q=11), so it does not bound the ladder.

So yes, I should be clear: the gap is still [1.28249, 2], with 2 itself the conjecture for the universal constant (Conjecture 1.2). We conjecture that 4/3 is the limit for the common-point class, and large searches will find counterexamples in this class going to 4/3, but we don't have an explicit family of candidates approaching this limit. Again, sorry for the confusion, hope this clears things up.

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Rasmus Lindahl01 Aug 2026, 14:17 UTC

Thanks, that's really useful context! So 1.28249 and so on is just where the explicit k=17 certificate lands, and the family should approach 4/3 as the number of terminals grows. Is the 4/3 limit established somewhere in the preprint (I could only find the 3/2 ceiling for the class), or is it numerical/expected for now? Happy to add it to the entry either way, I just want to label it correctly as proved versus conjectured. And if you ever certify a larger instance, the entry can track the new record constant.

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BraveDingo21501 Aug 2026, 12:56 UTC· edited

Thanks for the quick turnaround! Just wanted to add what I forgot to mention in the description: the limit for this class of examples is 43\tfrac 43 as the number of terminals in the graph goes to \infty. So with a huge computation, we could probably get to 43ϵ\tfrac 43 - \epsilon; 1.28249...1.28249... is a specific graph with 1717 terminals.

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Rasmus Lindahl01 Aug 2026, 12:22 UTC· edited

Feel free to discuss any entry values that might be wrong here. Also thank you for the submission :)

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