The current work proves exponential or polynomial bounds in dense-box, laminar, bounded-width, bounded-agreement, and combined width-agreement regimes.
Evidence posture · Reported resultExtremal set theory · combinatorics · transversal codes
Erdős–Rado Sunflower Conjecture
Collaboration betaFor three petals, must every sufficiently large uniform set family contain three sets with the same pairwise intersection?

Research problem
Exact mathematical statement
Let be the largest size of an -uniform family with no three-petal sunflower. The conjecture is
Only the three-petal form is in scope. The handoff does not claim a reduction to every fixed number of petals.
Problem infographic
Problem at a glance

Current mathematical picture
Where work on Erdős–Rado Sunflower Conjecture stands
The current research map records the three-petal statement, the transversal and pairwise-agreeing reductions, representative structural closure theorems, the live binomial-trace recurrence and exact geometric telescoping, adversarial models that refute several shortcuts, and the boundary-stability/direct-sum frontier. The current work reports project proofs and verified computations but no independent peer review or accepted proof; the conjecture remains unresolved.
This is the source's preferred route: use strict root-label growth to obtain BTR, align scales so interior moments telescope, and close the remaining boundary terms with code structure.
Route status · Active routeThe one-coordinate collision inequality, sharp spectral kernel bound, and sharp uniform energy bound are refuted by the retained correlated 20-word example and type-class amplification.
Route status · Refuted routeWeighted lower and recursive upper bounds for rooted isosceles triples combine into the current work's strongest current recurrence.
Evidence posture · Reported reductionIf every pair in a pairwise-agreeing sunflower-free code agrees in at most t coordinates, then its size is at most Σⱼ≤min(t,r) binom(r,j)aⱼ and hence at most 2(2r)ᵗ for t≥1.
Evidence posture · Source-reported route statementControl the explicit right-boundary moments left by the aligned telescoping identity strongly enough to contradict the summed BTR inequality whenever M>Aʳ.
Task status · Ready to work onWe corrected the cited passages. We updated the highlighted open task or route. The mathematical claims and their status did not change.
Reader-facing record corrected; mathematics unchangedWork mapped so far
Erdős–Rado Sunflower Conjecture in numbers
- Argument development
- 697 · 86%
- Explored or eliminated routes
- 24 · 3%
- Computational analysis
- 17 · 2%
- Open obligations
- 23 · 3%
- Definitions and setup
- 52 · 6%
How this is measured
This measures retained mathematical investigation, not proximity to a proof. Code, data, logs, repeated text, operational instructions, and generated presentation copy are excluded.
Recommended next task
Prove boundary stability for BTR
Control the explicit right-boundary moments left by the aligned telescoping identity strongly enough to contradict the summed BTR inequality whenever M>Aʳ.
Suggested move: Normalize the agreement-size distribution, solve moderate-rank BTR feasibility problems on an aligned geometric scale grid, and inspect dual certificates for an asymptotically stable pattern.
What would count as progress
- Give a source-auditable inequality that bounds all surviving boundary terms without increasing the induction base.
- Show that its combination with BTR contradicts M>Aʳ under lower-rank induction.
Argument map and routes
How the current approaches connect
Claims, reductions, open questions, active routes, and narrowed alternatives in one mathematical map.
Visible working map
Research route map
Selected claims, active routes, useful failures, and open questions from the current research map. Arrows appear only for explicitly recorded relationships.
Scroll horizontally to explore the route
Working overview, not proof. The map shows selected recorded relationships; more nodes or edges do not establish correctness or completion.
This is the source's preferred route: use strict root-label growth to obtain BTR, align scales so interior moments telescope, and close the remaining boundary terms with code structure.
Route status · Active routeA structural gain across exact root classes is active as the equivalent combinatorial formulation of boundary stability.
Route status · Active routeExplored alternatives
Other routes
The route is valid within a dense minimal coordinate box, but the prefix construction refutes the universal projection lemma intended to force arbitrary codes into that regime.
Route status · Narrowed routeThe exact rank-one criterion remains a live structured subproblem, with O(r log r) known in the current work and m≤Cr as the open target; a nonlinear transfer would still be required.
Route status · Narrowed routeThe one-coordinate collision inequality, sharp spectral kernel bound, and sharp uniform energy bound are refuted by the retained correlated 20-word example and type-class amplification.
Route status · Refuted routeBrowse 4 more explored routes
Random high-rank linear examples have arbitrarily small coordinate fibers, so a universal constant-density fiber cannot drive induction.
Route status · Refuted routeSeparate bounds lose the cross-class coupling, reproduce factorial branching, and fail even under exact two-pivot bookkeeping at fixed induction base.
Route status · Useful but insufficientThe two-to-one version is not justified because its asserted counterexample lacks retained bytes and a certificate; the power-preserving one-bit version remains open but parked and is stronger than the conjecture.
Route status · Not yet justifiedA size-sensitive high-rate trace-entropy lemma is a valid conditional closure, but it contains the same small-core direct-sum obstruction as the preferred BTR route.
Route status · Route held in reserveRoute statements and reductions
Statements the next route can inspect and build on
If two words y and z have the same exact equality label S relative to a root x, then S is a strict subset of σ(y,z).
Source-reported route statementUnder I(d) ≤ Aᵈ for every d<r, the normalized pair-agreement moment P obeys (M−1)/Zᵣ(u)−P(u) ≤ Aʳ[P(1+u/A)−1−P(u/A)] for every u>0.
Source-reported route statementChoosing A=(1+1/A)ᵏ and geometric scales uⱼ=u₀(1+1/A)ʲ cancels every interior weighted pair moment in the summed recurrence and leaves only explicit boundary terms.
Source-reported route statementA viable closing theorem must gain across many exact root classes while surviving the binary cube, prefix, Kₘ-star, many-singleton-branch, and random linear adversarial models.
Source-reported route statement · dependencies incompleteMore ways to contribute
Open questions
Additional prepared tasks for exploring this research frontier.
Control the explicit right-boundary moments left by the aligned telescoping identity strongly enough to contradict the summed BTR inequality whenever M>Aʳ.
Suggested move: Normalize the agreement-size distribution, solve moderate-rank BTR feasibility problems on an aligned geometric scale grid, and inspect dual certificates for an asymptotically stable pattern.Find a gain across exact root classes that charges total residual information and survives all retained hierarchical, many-branch, and high-rank adversarial models.
Suggested move: Test each proposed inequality against the binary cube, prefix code, Kₘ-star, many-singleton-branch, and random linear families before attempting induction.Find a positive combination of finite BTR, lower-tail, factorial-moment, and exact combinatorial constraints whose coefficients telescope or have bounded total mass uniformly in rank.
Suggested move: Run finite feasibility experiments for k=2 and nearby scale windows, then symbolically identify a dual pattern stable in r.Use pairwise agreement, strict root-class growth, equivalence-relation structure, and conditional width/agreement bounds to control terminal P(v) by lower-scale moments.
Suggested move: Derive a boundary-moment inequality that couples multiple exact root classes instead of applying the standalone factorial envelope.Before publication-grade use, independently check the project-proved claims in Sections 4–5, rerun the retained exact finite-example script, and recover or replace the missing 18-word certificate before revisiting binary coarsening.
Suggested move: Perform an independent theorem audit and run Appendix B with exact rational arithmetic; do not cite the missing 18-word computation without reconstruction.Improve the retained O(r log r) dimension bound under the exact two-plane rank-one witness criterion to a linear bound m≤Cr.
Suggested move: Study projective-line covers, exterior-square formulations, kernel-lattice submodularity, or a nested-versus-transverse map decomposition.Sourced mathematical context
The known mathematical landscape
The maintained Erdős Problems entry and a 2026 peer-reviewed survey treat the conjecture as open. A June 2026 arXiv preprint claims a proof; no independent validation or peer-reviewed acceptance was located in this review, so the status is not promoted.
[10][5][3]What the literature has established
Selected external milestones in reverse chronological order, with their evidence posture.
Authoritative summaryRefinements by Rao and by Bell-Chueluecha-Warnke yield the current surveyed record f(n,k) < (C k log n)^n for an absolute C > 1.[10][5] PreprintAlweiss, Lovett, Wu, and Zhang introduced the robust-sunflower breakthrough, giving a bound of order (w^3 log n log log n)^n in the survey's notation.[5][1] Peer reviewedKostochka improved the factorial bound for three petals by a subfactorial factor involving log log log n / log log n.[5] Peer reviewedErdős and Rado proved the factorial sunflower bound f(n,k) <= (k-1)^n n! up to the conventional threshold offset.[6][8]
Mathematical neighborhood
Related results and reusable starting points
The conjecture asks to replace the lemma's factorial-scale uniformity dependence by a fixed-base exponential bound.
[4][10]The 2019 breakthrough proved a stronger robust structure and used it to improve ordinary sunflower bounds.
[1][5]A q-analog asks for sunflower-free families of subspaces over finite fields.
[2]Formal and computational footholds
Existing statements, libraries, computations, and datasets that can shorten the next serious attempt.
- formal statement · statement onlyFormal Conjectures (Lean 4)
Formal Conjectures defines the extremal function and states Erdős Problem 20 with sorry; it also states the classical factorial bound with sorry.
[8] - formal proof · source linked; not reproduced by ProofAtlasIsabelle/HOL
The Archive of Formal Proofs contains a checked formalization of the classical Erdős-Rado sunflower lemma, not a proof of the open exponential conjecture.
[4] - formal statement · statement onlysunflower-lean (Lean 4)
The sunflower-lean project reports a formal statement of Erdős Problem 20 and certified three-petal base cases f(1,3)=2 through f(6,3)=19; the general bound remains open.
[11][9]
Research-record corrections
What changed in the research record
These notes describe corrections to cited passages, highlighted tasks, or connections between claims. The mathematical claims and their status did not change.
Corrected the research recordCorrection note
Corrected the research recordCorrection note
Corrected the research recordCorrection note
The initial argument structure appears separately. Uploads, model runs, and presentation changes do not count as mathematical updates.
How the route was assembled
Argument structure
These stages follow the mathematical order of the supplied argument.
Browse all 7 mapped stages
- stage 1Transversal and pairwise-agreeing reduction
- stage 2Structural regimes and linear testbed
- stage 3Binomial-trace recurrence
- stage 4Boundary-stability frontier isolated
- stage 5Collision tensorization refuted
- stage 6Adversarial models narrow the route
- stage 7Finite-duality and direct-sum agenda
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Mapped research milestoneInitial research sequence
Detailed research inventory
Claims, milestones, and routes in the current map
This view highlights the mathematical statements most useful for following the current route.
- theorem candidate
3 of 17 3 - reduction
2 of 17 2 - equivalence
1 of 17 1 - lemma
9 of 17 9 - negative result
1 of 17 1 - counterexample
1 of 17 1
Problem and reductionsThe exact three-petal conjecture, transversal encoding, equality-label dictionary, pairwise-agreeing reduction, and strict root-label growth law.6 displayed rows
- retained route statementThree-petal Erdős–Rado sunflower conjecture
- retained route statementRandom-rainbow reduction
- retained route statementEquality-label characterization
- retained route statementPairwise-agreeing core reduction
- retained route statementStrict root-label growthintermediate
- DerivationEqual root labels S already sit inside σ(y,z); equality would make all three pair labels equal and hence create a sunflower, so the containment must be strict.active reported
Bounded structural regimesRepresentative regimes already controlled by the current work: dense minimal boxes, bounded equality width, bounded agreement, and the binary linear testbed.7 displayed rows · 2 routes included
- retained route statementCharacteristic-three dense-box theoremspecial case
- retained route statementLocal equality-width theoremspecial case
- retained route statementBounded maximum-agreement theoremspecial case
- retained route statementBinary linear testbed boundspecial case
- retained route statementNo universal heavy coordinate fiber
- Narrowed routeCharacteristic-three dense-box routeThe route is valid within a dense minimal coordinate box, but the prefix construction refutes the universal projection lemma intended to force arbitrary codes into that regime.
- Narrowed routeBinary linear testbedThe exact rank-one criterion remains a live structured subproblem, with O(r log r) known in the current work and m≤Cr as the open target; a nonlinear transfer would still be required.
Binomial-trace frontierThe live recurrence, exact telescoping, endpoint constraints, proposed boundary theorem, and conditional route to the full conjecture.12 displayed rows · 2 routes included
- retained route statementBinomial-trace recurrenceconditional
- retained route statementAligned geometric telescopingconditional
- retained route statementAgreement lower-tail constraintconditional
- retained route statementUpper factorial-moment constraintconditional
- retained route statementBoundary-stability theorem
- DerivationRooted weighted Cauchy–Schwarz gives the lower bound for Qᵤ, while strict proper-sublabel recursion and lower-rank induction give the upper bound; combining them yields BTR.active reported
- DerivationIf the proposed boundary-stability input closes the BTR induction for I(r), the pairwise-core binomial reduction bounds F(r), and the rainbow reduction then proves the three-petal exponential bound.proposed
- Research targetProve boundary stability for BTRopen
- Research targetExtract an asymptotic BTR dual certificateopen
- Research targetStrengthen endpoint inequalitiesopen
- Active routeIsosceles traces and binomial momentsThis is the source's preferred route: use strict root-label growth to obtain BTR, align scales so interior moments telescope, and close the remaining boundary terms with code structure.
- Route held in reserveHigh-rate trace entropyA size-sensitive high-rate trace-entropy lemma is a valid conditional closure, but it contains the same small-core direct-sum obstruction as the preferred BTR route.
Cross-class couplingThe direct-sum target and the many-branch obstruction to any proof that counts root classes independently.5 displayed rows · 2 routes included
- retained route statementCross-class direct-sum gain
- Useful failureBound exact root classes independently, including through one-coordinate pruning or exact two-pivot trace classes.reported failure
- Research targetProve a cross-class direct-sum gainopen
- Active routeCross-class direct-sum inequalityA structural gain across exact root classes is active as the equivalent combinatorial formulation of boundary stability.
- Useful but insufficientIndependent trace-class inductionSeparate bounds lose the cross-class coupling, reproduce factorial branching, and fail even under exact two-pivot bookkeeping at fixed induction base.
Refuted and insufficient routesProjection density, collision tensorization, heavy fibers, independent trace classes, bounded projected layers, and unsupported binary coarsening are retained with their exact scope and surviving alternatives.14 displayed rows · 4 routes included
- retained route statementCollision tensorization counterexamplecomputational
- Useful failureForce a power-sized injective projection into the dense minimal-coordinate-box regime.reported failure
- Useful failureTensorize the one-coordinate scalar collision inequality and its sharp spectral kernel bound.reported failure
- Useful failureInduct through a coordinate-symbol fiber containing a universal positive fraction of the code.reported failure
- Useful failureBound exact root classes independently, including through one-coordinate pruning or exact two-pivot trace classes.reported failure
- Useful failurePartition every projected sunflower hypergraph into a universal bounded number of sunflower-free layers.reported failure
- Useful failureCompress every coordinate alphabet to one bit with a two-to-one fiber guarantee.reported failure
- ComputationRetained exact check of a 12-word code in {0,1,2,3}³ used as an equality calibration for the collision-energy route.The source reports sunflower-freeness, unordered distance counts N₁=6, N₂=30, N₃=30, and normalized energy 27/8=(3/2)³. The result is recorded as historical calibration because the collision route was later refuted. · reported unreproduced
- ComputationRetained exact-rational check of the weighted 20-word counterexample to collision tensorization.The source reports sunflower-freeness, exact rational values for T₄ and P₄, a negative tensorization deficit, a Rayleigh quotient above one, and equality for the uniform distribution on the same support. · reported unreproduced
- ComputationEarlier asserted exhaustive ternary-to-binary coarsening check for an 18-word code whose exact words and script are absent from the retrievable source record.The source reports an asserted minimum maximum fiber of three over 256 essential coarsenings and largest binary image 13, but explicitly forbids treating the assertion as verified evidence. · reported unreproduced
- Refuted routeSharp collision tensorizationThe one-coordinate collision inequality, sharp spectral kernel bound, and sharp uniform energy bound are refuted by the retained correlated 20-word example and type-class amplification.
- Refuted routeUniversal heavy-fiber inductionRandom high-rank linear examples have arbitrarily small coordinate fibers, so a universal constant-density fiber cannot drive induction.
- Useful but insufficientIndependent trace-class inductionSeparate bounds lose the cross-class coupling, reproduce factorial branching, and fail even under exact two-pivot bookkeeping at fixed induction base.
- Not yet justifiedBinary coarseningThe two-to-one version is not justified because its asserted counterexample lacks retained bytes and a certificate; the power-preserving one-bit version remains open but parked and is stronger than the conjecture.
Open work and evidence boundaryPrimary, secondary, and audit obligations remain explicitly separate from proved-in-project claims and from the one computation whose certificate is missing.11 displayed rows · 4 routes included
- Research targetProve boundary stability for BTRopen
- Research targetExtract an asymptotic BTR dual certificateopen
- Research targetStrengthen endpoint inequalitiesopen
- Research targetProve a cross-class direct-sum gainopen
- Research targetClose the linear testbed at m≤Cropen
- Research targetAudit retained theorems and finite examplesopen
- ComputationEarlier asserted exhaustive ternary-to-binary coarsening check for an 18-word code whose exact words and script are absent from the retrievable source record.The source reports an asserted minimum maximum fiber of three over 256 essential coarsenings and largest binary image 13, but explicitly forbids treating the assertion as verified evidence. · reported unreproduced
- Active routeIsosceles traces and binomial momentsThis is the source's preferred route: use strict root-label growth to obtain BTR, align scales so interior moments telescope, and close the remaining boundary terms with code structure.
- Active routeCross-class direct-sum inequalityA structural gain across exact root classes is active as the equivalent combinatorial formulation of boundary stability.
- Narrowed routeBinary linear testbedThe exact rank-one criterion remains a live structured subproblem, with O(r log r) known in the current work and m≤Cr as the open target; a nonlinear transfer would still be required.
- Not yet justifiedBinary coarseningThe two-to-one version is not justified because its asserted counterexample lacks retained bytes and a certificate; the power-preserving one-bit version remains open but parked and is stronger than the conjecture.
How to interpret these counts
A statement may be a lemma, conditional reduction, special case, documented limitation, or open target. These counts describe the work's structure; they do not estimate distance to a proof.
Research outlook
Conditions that would advance the current route
2 approaches have already been tested and narrowed. The task above is the current priority within the larger open route.
A result can change the outlook by closing the bridge, narrowing its scope, or showing that the route cannot work.
- Give a source-auditable inequality that bounds all surviving boundary terms without increasing the induction base.
- Show that its combination with BTR contradicts M>Aʳ under lower-rank induction.
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Erdős–Rado Sunflower Conjecture · ready to start
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For three petals, must every sufficiently large uniform set family contain three sets with the same pairwise intersection?
- Exact question and boundaries
- Current routes and known obstacles
- What a useful result should report
A proof attempt, partial advance, counterexample, useful failure, or corrected dependency can all move the shared frontier forward.
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Sources and references11 cited works · next context review by Sep 2, 2026
The mathematical context was checked on Aug 2, 2026. Status can be refreshed sooner after a material result or claim.
- 1Improved bounds for the sunflower lemmapreprint · accessed Aug 2, 2026
- 2The Erdős-Rado Sunflower Problem for Vector Spacespreprint · accessed Aug 2, 2026
- 3Erdős Rado Sunflower (Conjecture) Theorempreprint · accessed Aug 2, 2026
- 4The Sunflower Lemma of Erdős and Radoauthoritative webpage · accessed Aug 2, 2026
- 5The story of sunflowerspeer reviewed result · accessed Aug 2, 2026
- 6Intersection Theorems for Systems of Setsoriginal source · accessed Aug 2, 2026
- 7Sunflower (mathematics)encyclopedia · accessed Aug 2, 2026
- 8Formal Conjectures: Erdős Problem 20formalization · accessed Aug 2, 2026
- 9https://github.com/SproutSeeds/sunflower-leansoftware or dataset · accessed Aug 2, 2026
- 10Erdős Problem #20maintained problem list · accessed Aug 2, 2026
- 11Erdős Problem 20 discussion threadmaintained problem list · accessed Aug 2, 2026
Important qualifications
- A recent proof claim was located but not independently accepted; the public status remains open.
- A June 2026 arXiv proof claim postdates the latest edit shown on Erdős Problems. This review found no independent validation or peer-reviewed acceptance, so the maintained open status remains in the current research map with an explicit claim flag.
- Sunflower papers use inconsistent letter conventions for uniformity and petal count. Each displayed bound follows the cited source's stated notation and should be normalized before reader-facing rendering.
- Empty formalization or computation lists mean that none was verified in this scoped search, not that none exists.
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