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Packing Colourings and the Size Ramsey Number of K(n,n)

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evidence/: Exact checks of the n = 2 and n = 3 host diagnostics: stored colourings of complete bipartite hosts and of K_17, the counting thresholds, b(2) = 5, and the exhaustive n = 2 host class with its orbit-count completeness check. Also checks the 30-hyperplane colouring at n = 4. A separate discovery script writes the SAT instances.


This lead's results that are not drawn from a cited source are Plasma AI's, credited to Plasma AI.

Target and status evidence

Problem 560 asks for the size Ramsey number R^(Kn,n)\hat R(K_{n,n}), the least number of edges of a graph every red/blue colouring of which contains a monochromatic copy of Kn,nK_{n,n}, read there as its asymptotic order. The problem page records the status open, with

160n22n<R^(Kn,n)≤4e n32n\tfrac1{60}n^22^n<\hat R(K_{n,n})\le4e\,n^32^n

for all n≥1n\ge1: the lower bound is Erdős and Rousseau's Theorem 1, and the upper bound is Proposition 2.1 of Conlon, Fox and Wigderson (CFW). Their Proposition 2.2 extends the lower-bound method to t≥s+2t\ge s+2, with a different constant. Their Conjecture 5.1 predicts R^(Kn,n)=Θ(n32n)\hat R(K_{n,n})=\Theta(n^32^n), and their Theorem 1.1 gives only Ω(n22n)\Omega(n^22^n) on the diagonal. A status check made on 2026-10-16 (the erdosproblems.com problem page and proof-claim tab, the erdosproblems.ai discussion, the Palomar registry, an arXiv title and abstract search for size Ramsey results on bipartite graphs since 2023, and this record) found no claim that determines the order.

This page is the editable proof sketch of two routes to the order. The direct route is the primary one: prove the integral overload assertion (N0) below for complete bipartite hosts with one side of order n2n^2 and the other of order 2n2^n. With the cited Erdős--Rousseau lower bound this would give R^(Kn,n)=Θ(n22n)\hat R(K_{n,n})=\Theta(n^22^n), against Conjecture 5.1. The opposite route aims at the lower half of Conjecture 5.1: colour every host with at most cn32ncn^32^n edges without a monochromatic Kn,nK_{n,n}.

The page contains no proof or disproof of the target. Its findings are the following. (N0) is open, and a proof of it must exclude integral families although the balanced fractional family is feasible; several natural proof mechanisms fail at stated scopes, and a Harris-product argument cannot decouple the colours (Lemma 8). Affine colourings obey a stronger overload bound when a≥8n2a\ge8n^2 (Proposition 7), excluding linear-code cosets in that range. Lemma 9 reduces (N0) to families in which every n−1n-1 columns have fewer than ⌈(2+δ)n⌉\lceil(2+\delta)n\rceil common neighbours in either colour, after deleting Oδ(n)O_\delta(n) points. It supplies no overload bound for those remaining families. The lower-bound route cannot pass the order n22nn^22^n without lower bounds for bipartite and ordinary Ramsey numbers of Kn,nK_{n,n} beyond the random-colouring bounds checked here (Proposition 3 and Corollary 5). That is a necessary consequence, not a proof that such colourings cannot exist. Everything here is author-recorded and not independently reviewed.

Conventions

Graphs are finite and simple. A host HH is Ramsey for Kn,nK_{n,n}, written H→Kn,nH\to K_{n,n}, when every red/blue colouring of E(H)E(H) has a monochromatic copy of Kn,nK_{n,n}, not necessarily induced; R^(Kn,n)\hat R(K_{n,n}) is the least e(H)e(H) over such HH. The Ramsey number r(Kn,n)r(K_{n,n}) is the least NN with KN→Kn,nK_N\to K_{n,n}, and the bipartite Ramsey number b(n)b(n) is the least NN with KN,N→Kn,nK_{N,N}\to K_{n,n}. For integers a,n≥1a,n\ge1, let B(a,n)=sup⁡{b∈Z≥0:Ka,b↛Kn,n}B(a,n)=\sup\{b\in\mathbb Z_{\ge0}:K_{a,b}\not\to K_{n,n}\}, taking the value ∞\infty when this set is unbounded. Thus B(a,1)=0B(a,1)=0, and B(a,n)=∞B(a,n)=\infty when a≤2n−2a\le2n-2. We use (un)=0\binom un=0 for integers 0≤u<n0\le u<n. Logarithms without a base are natural. Host sizes in asymptotic formulas are rounded to integers, without changing the stated estimates.

The route as a proof sketch

There are two complete possible determinations, with distinct missing proofs. The upper-bound route below would decide the order without an arbitrary-host reduction. The lower-bound route has three further obligations beyond a local packing construction; they cannot be omitted from its conclusion.

Upper-bound route. Choose fixed κ,C>0\kappa,C>0 and prove that, for all sufficiently large nn, any multiset of more than C2nC2^n subsets of an a=⌈κn2⌉a=\lceil\kappa n^2\rceil element set has an nn-set contained in at least nn members or disjoint from at least nn members. Multiplicities count in both loads. This is the structural overload assertion (N0). By Lemma 1 it makes Ka,⌊C2n⌋+1K_{a,\lfloor C2^n\rfloor+1} Ramsey, with O(n22n)O(n^22^n) edges. Together with the cited Erdős--Rousseau lower bound it determines R^(Kn,n)=Θ(n22n)\hat R(K_{n,n})=\Theta(n^22^n). The implication is elementary; the structural overload assertion is unproved.

The integral family is essential. In the balanced fractional family described after Lemma 2, a total weight C2nC2^n gives each colour load C2npn(a)=(C+o(1))e−1/(2κ)C2^np_n(a)=(C+o(1))e^{-1/(2\kappa)}, below n−1n-1 for every fixed CC and large nn. Thus a proof of this route must exclude integral families even though the symmetric fractional family remains feasible. Another use of that fractional capacity cannot supply the missing overload. A finite construction is useful here only through a mechanism that could control every sufficiently large nn; success or failure of one such construction decides neither (N0) nor (N1).

The held links of this route are Lemma 1, the Erdős--Rousseau theorem at its library standing, and the elementary edge count. Its only gap is (N0) itself, whose one-colour form (N0′') below implies it. Lemma 9 permits imposing its two common-neighbourhood bounds, with a change in the fixed constant κ\kappa; proving overload even with these extra hypotheses is open. The section on attacks on (N0) records the mechanisms tried for it, the class of colourings where it is proved, and the reasons the other mechanisms fail.

Lower-bound route. Target (T): there is c>0c>0 such that for all large nn every host HH with e(H)≤cn32ne(H)\le cn^32^n has a colouring without a monochromatic Kn,nK_{n,n}. The proposed argument has four steps, each a gap:

  1. Hosts Ka,bK_{a,b} with a≤ba\le b, ab≤cn32nab\le cn^32^n and aa of order n2n^2: integral packings near the capacity of Lemma 2. This contains (N1) below. Open.
  2. Every other Ka,bK_{a,b} with a≤ba\le b and ab≤cn32nab\le cn^32^n, including the balanced host a=b=⌊c n3/22n/2⌋a=b=\lfloor\sqrt c\,n^{3/2}2^{n/2}\rfloor. Step 1 says nothing here. Open, and at the balanced host it is (N2).
  3. Complete hosts KNK_N with (N2)≤cn32n\binom N2\le cn^32^n. Open; also (N2).
  4. A structure step reducing an arbitrary host to pieces of the kinds in steps 1 to 3, with compatible colours on shared edges and control of copies that use several pieces. Open; no mechanism is proposed here.

Steps 1 to 4 together give (T), and (T) gives the conclusions of steps 1 to 3 directly, so each of those is necessary. The held links are Lemmas 1 and 2, Propositions 3 and 4 and Corollary 5 below, author-recorded and elementary, and the cited source results at their library standing (statements checked, proofs followed but not checked). No provisional premise is adopted. The route still faces step 2 at its balanced end even if step 1 is supplied: by Corollary 5(a) step 2's conclusion is a lower bound for the bipartite Ramsey number b(n)b(n) a factor of order n\sqrt n above the literature lower bound quoted below. That input is unknown, not known false. Proposition 4 explains why two natural first-moment arguments do not supply it.

The packing form of complete bipartite hosts

Colour Ka,bK_{a,b} with parts XX (∣X∣=a|X|=a) and YY (∣Y∣=b|Y|=b), and let Ry⊆XR_y\subseteq X be the red neighbourhood of y∈Yy\in Y. The family (Ry)y∈Y(R_y)_{y\in Y} may repeat sets.

Lemma 1 (packing form). For n≥1n\ge1 the colouring has no monochromatic Kn,nK_{n,n} if and only if every nn-set S⊆XS\subseteq X satisfies

#{y:S⊆Ry}≤n−1and#{y:S∩Ry=∅}≤n−1.\#\{y:S\subseteq R_y\}\le n-1 \quad\text{and}\quad \#\{y:S\cap R_y=\emptyset\}\le n-1 .

Proof. A copy of Kn,nK_{n,n} is connected and bipartite, so its bipartition is unique up to exchange. The host's bipartition restricts to one, so each copy is S×TS\times T with S⊆XS\subseteq X, T⊆YT\subseteq Y and ∣S∣=∣T∣=n|S|=|T|=n. It is red exactly when S⊆RyS\subseteq R_y for every y∈Ty\in T, and blue exactly when S∩Ry=∅S\cap R_y=\emptyset for every y∈Ty\in T. □\square

Call the two counts the red and blue loads of SS. Write m(a,n)=min⁡0≤r≤a[(rn)+(a−rn)]m(a,n)=\min_{0\le r\le a}\bigl[\binom rn+\binom{a-r}n\bigr]; the summand is convex in rr, so the minimum is at r=⌊a/2⌋r=\lfloor a/2\rfloor.

Lemma 2 (capacity). If b m(a,n)>2(n−1)(an)b\,m(a,n)>2(n-1)\binom an, then Ka,b→Kn,nK_{a,b}\to K_{n,n}. Hence B(a,n)≤cap⁡(a,n)B(a,n)\le\operatorname{cap}(a,n), where cap⁡(a,n)=⌊2(n−1)(an)/m(a,n)⌋\operatorname{cap}(a,n)=\lfloor2(n-1)\binom an/m(a,n)\rfloor when m(a,n)>0m(a,n)>0, that is when a≥2n−1a\ge2n-1.

Proof. Each yy is counted in the loads of at least m(a,n)m(a,n) pairs (an nn-set and a colour), and there are 2(an)2\binom an pairs, each of load at most n−1n-1 in a good colouring. □\square

This is the counting behind Proposition 2.1. When a≤2n−2a\le2n-2, repeat any column whose red and blue parts both have fewer than nn points to obtain B(a,n)=∞B(a,n)=\infty. For even a≥2na\ge2n, m(a,n)=2(a/2n)m(a,n)=2\binom{a/2}n and cap⁡(a,n)=⌊(n−1)/pn(a)⌋\operatorname{cap}(a,n)=\lfloor(n-1)/p_n(a)\rfloor with

pn(a)=(a/2n)(an)=2−n∏i<n(1−ia−i)=2−nexp⁡(−12κ+O(1n))(a=κn2+O(1), κ>0 fixed).p_n(a)=\frac{\binom{a/2}n}{\binom an} =2^{-n}\prod_{i<n}\Bigl(1-\frac i{a-i}\Bigr) =2^{-n}\exp\Bigl(-\frac1{2\kappa}+O\bigl(\tfrac1n\bigr)\Bigr) \quad(a=\kappa n^2+O(1),\ \kappa>0\text{ fixed}).

For odd a≥2n−1a\ge2n-1, choose between the two middle column sizes with equal probability, uniformly within each size, and set pn(a)=m(a,n)/(2(an))p_n(a)=m(a,n)/(2\binom an). Each colour has this containment probability; the same asymptotic formula holds. So for a=κn2+O(1)a=\kappa n^2+O(1) the count forces Ka,b→Kn,nK_{a,b}\to K_{n,n} once bb exceeds (1+o(1))(n−1)2ne1/(2κ)(1+o(1))(n-1)2^ne^{1/(2\kappa)}, and the cheapest host it certifies has (κe1/(2κ)+o(1))n32n(\kappa e^{1/(2\kappa)}+o(1))n^32^n edges, least at κ=1/2\kappa=1/2, which is the (e/2+o(1))s2t2s(e/2+o(1))s^2t2^s of CFW p. 4 at s=t=ns=t=n.

The local packing question (N1). Is there a fixed κ>0\kappa>0 and ε>0\varepsilon>0 with B(⌈κn2⌉,n)≥εn2nB(\lceil\kappa n^2\rceil,n)\ge\varepsilon n2^n for all large nn, that is, an integral family reaching a fixed fraction of the capacity? The lower half of Conjecture 5.1 implies a yes for every κ\kappa: if R^(Kn,n)≥cn32n\hat R(K_{n,n})\ge cn^32^n, then every K⌈κn2⌉,bK_{\lceil\kappa n^2\rceil,b} with fewer than cn32ncn^32^n edges has a good colouring, so B(⌈κn2⌉,n)≥(c/κ−o(1))n2nB(\lceil\kappa n^2\rceil,n)\ge(c/\kappa-o(1))n2^n. If instead B(⌈κn2⌉,n)=o(n2n)B(\lceil\kappa n^2\rceil,n)=o(n2^n) along a sequence of nn for a single κ\kappa, the conjecture fails, since K⌈κn2⌉,B+1K_{\lceil\kappa n^2\rceil,B+1} then has o(n32n)o(n^32^n) edges along it. The question is open here.

The opposite extreme (N0). If for one fixed κ\kappa there is a constant CC with B(⌈κn2⌉,n)≤C2nB(\lceil\kappa n^2\rceil,n)\le C2^n for all large nn, then K⌈κn2⌉,⌊C2n⌋+1→Kn,nK_{\lceil\kappa n^2\rceil,\lfloor C2^n\rfloor+1}\to K_{n,n} and R^(Kn,n)=O(n22n)\hat R(K_{n,n})=O(n^22^n). With the Erdős--Rousseau lower bound the order would be n22nn^22^n: the problem would be settled, against Conjecture 5.1, with no new Ramsey lower bound. The bounds established here are only cκ2n≤B(⌈κn2⌉,n)≤(1+o(1))(n−1)e1/(2κ)2nc_\kappa2^n\le B(\lceil\kappa n^2\rceil,n)\le(1+o(1))(n-1)e^{1/(2\kappa)}2^n: the lower bound is the first moment computed below, and deleting one row from each monochromatic copy, or using the local lemma, improves its constant but not the order 2n2^n. The growth of B(⌈κn2⌉,n)/2nB(\lceil\kappa n^2\rceil,n)/2^n decides between (N0), bounded, and (N1), linear in nn; intermediate growth is not excluded.

The fractional relaxation reaches the unrounded bound 2(n−1)(an)/m(a,n)2(n-1)\binom an/m(a,n) exactly when m(a,n)>0m(a,n)>0: weight the middle-sized columns symmetrically, so every load equals the total weight times pn(a)p_n(a). The integer capacity is its floor. For bb independent balanced columns chosen by this distribution, the expected number of monochromatic Kn,nK_{n,n} is 2(an)(bn)pn(a)n2\binom an\binom bnp_n(a)^n. With a=κn2a=\kappa n^2 and b=C2nb=C2^n it is at most 2(e2κCe−1/(2κ)+o(1))n2\bigl(e^2\kappa Ce^{-1/(2\kappa)+o(1)}\bigr)^n, which tends to 00 when C<e1/(2κ)/(e2κ)C<e^{1/(2\kappa)}/(e^2\kappa), so these hosts with order n22nn^22^n edges have good colourings. With b=εn2nb=\varepsilon n2^n it is at least (κεne−1/(2κ)+o(1))n→∞\bigl(\kappa\varepsilon ne^{-1/(2\kappa)+o(1)}\bigr)^n\to\infty for every fixed ε>0\varepsilon>0. Each nn-set has a binomial load of mean order nn; when the coefficient of that mean is strictly below 11, its tail beyond nn is e−Θ(n)e^{-\Theta(n)}, against (an)=enlog⁡n+O(n)\binom an=e^{n\log n+O(n)} sets. For larger coefficients that tail need not be small. The diverging expectation defeats this first-moment criterion, not the existence of a packing.

The balanced-host obstruction

Proposition 3. For every n≥1n\ge1,

R^(Kn,n)≤b(n)2andR^(Kn,n)≤(r(Kn,n)2).\hat R(K_{n,n})\le b(n)^2 \quad\text{and}\quad \hat R(K_{n,n})\le\binom{r(K_{n,n})}2 .

Hence if f(n)≥0f(n)\ge0 and R^(Kn,n)≥f(n) n22n\hat R(K_{n,n})\ge f(n)\,n^22^n, then b(n)≥f(n) n2n/2b(n)\ge\sqrt{f(n)}\,n2^{n/2} and r(Kn,n)>2f(n) n2n/2r(K_{n,n})>\sqrt{2f(n)}\,n2^{n/2}.

Proof. Kb(n),b(n)K_{b(n),b(n)} and Kr(Kn,n)K_{r(K_{n,n})} are Ramsey for Kn,nK_{n,n} by definition, with b(n)2b(n)^2 and (r(Kn,n)2)<r(Kn,n)2/2\binom{r(K_{n,n})}2<r(K_{n,n})^2/2 edges. □\square

Proposition 4 (the first-moment level). For every n≥1n\ge1, b(n)>(n/e)2(n2−1)/(2n)b(n)>(n/e)2^{(n^2-1)/(2n)}. For every fixed C>0C>0 and N=⌈Cn3/22n/2⌉N=\lceil Cn^{3/2}2^{n/2}\rceil, the expected number of monochromatic Kn,nK_{n,n} in a uniformly random colouring of KN,NK_{N,N}, and in the colouring where each vertex of one side picks a uniformly random set of ⌊N/2⌋\lfloor N/2\rfloor red neighbours on the other, tends to infinity.

Proof. For n=1n=1, the first claim follows from b(1)=1b(1)=1. For positive integer NN, there are (Nn)2\binom Nn^2 copies, and a uniform colouring makes each monochromatic with probability 21−n22^{1-n^2}. Since (Nn)<(eN/n)n\binom Nn<(eN/n)^n, the expectation is below 11 when N≤(n/e)2(n2−1)/(2n)N\le(n/e)2^{(n^2-1)/(2n)}, and a good colouring exists. Taking the integer part of the threshold proves the first claim for n≥2n\ge2. At N=⌈Cn3/22n/2⌉N=\lceil Cn^{3/2}2^{n/2}\rceil, the inequality (Nn)≥(N/n)n\binom Nn\ge(N/n)^n gives an expectation at least 2(C2n)n2(C^2n)^n. For all sufficiently large nn, in the side-balanced colouring a copy S×TS\times T is red with probability pnp^n, where p=(⌊N/2⌋n)/(Nn)≥2−n(1−(2n+1)/N)np=\binom{\lfloor N/2\rfloor}n/\binom Nn\ge2^{-n}(1-(2n+1)/N)^n, and blue with at least that probability; so the expectation is at least 2(C2n)n(1−n2(2n+1)/N)2(C^2n)^n(1-n^2(2n+1)/N), which tends to infinity. □\square

The literature sits at the same order. Souza (arXiv:1910.13912v2, 2021, introduction, read there) states the best bounds known to him as (1+o(1))(2/e) n2n/2≤b(n)≤(1+o(1))(log⁡2n)2n+1(1+o(1))(\sqrt2/e)\,n2^{n/2}\le b(n)\le(1+o(1))(\log_2n)2^{n+1}, the lower bound due to Hattingh and Henning (Utilitas Math. 53 (1998), 217--230; not read here) and the upper bound to Conlon, and he remarks that the local lemma improves the first-moment method only by a constant factor. Two 2026 preprints, cited in the section on attacks on (N0), claim b(n)=O(2n)b(n)=O(2^n); an upper bound does not change the comparison here. For r(Kn,n)r(K_{n,n}), Chung and Graham's Theorem 4 is a counting bound of order n2n/2n2^{n/2}. No source read here gives b(n)/(n2n/2)→∞b(n)/(n2^{n/2})\to\infty or r(Kn,n)/(n2n/2)→∞r(K_{n,n})/(n2^{n/2})\to\infty; this is a bounded reading, not a literature survey.

Corollary 5 (scope).

  • (a) The lower half of Conjecture 5.1, R^(Kn,n)≥cn32n\hat R(K_{n,n})\ge cn^32^n, implies b(n)≥c n3/22n/2b(n)\ge\sqrt c\,n^{3/2}2^{n/2} and r(Kn,n)>2c n3/22n/2r(K_{n,n})>\sqrt{2c}\,n^{3/2}2^{n/2}: the Hattingh--Henning order improved by a factor of order n\sqrt n.
  • (b) Any lower bound with R^(Kn,n)/(n22n)→∞\hat R(K_{n,n})/(n^22^n)\to\infty along a sequence of nn gives b(n)/(n2n/2)→∞b(n)/(n2^{n/2})\to\infty and r(Kn,n)/(n2n/2)→∞r(K_{n,n})/(n2^{n/2})\to\infty along it.
  • (c) Every determination R^(Kn,n)=Θ(g(n))\hat R(K_{n,n})=\Theta(g(n)) either has g(n)=O(n22n)g(n)=O(n^22^n), and then its upper half exhibits Ramsey hosts with O(n22n)O(n^22^n) edges, or has g(n)/(n22n)g(n)/(n^22^n) unbounded, and then its lower half proves (b) along a sequence.

So the problem cannot be settled at the conjectured order without a lower bound for bipartite and ordinary Ramsey numbers of Kn,nK_{n,n} beyond the first moment by a factor of order n\sqrt n. The balanced host KN,NK_{N,N} with N=⌊c n3/22n/2⌋N=\lfloor\sqrt c\,n^{3/2}2^{n/2}\rfloor has at most cn32ncn^32^n edges; it is complete bipartite, but its sides are far larger than n2n^2. Packings on hosts with a side of order n2n^2 alone supply no colouring of this host; an additional implication is needed. By Proposition 4 the uniform and side-balanced colourings have unbounded first moment there. The latter distribution illustrates hypergeometric sampling but is not the full interval colouring of CFW, so Proposition 4 alone is not a barrier to all such colourings. In CFW's proof of Theorem 2.4 the hypergeometric choices are made only inside the dyadic intervals of the first 2L+12^{L+1} vertices of the degree order, with 2L=s2t/(50(t−s))2^L=s^2t/(50(t-s)), with the paper's rounding conventions; the quantity is undefined at t=st=s. Theorem 2.4 assumes t≥s+2t\ge s+2, and its specialization at s=n−2s=n-2, followed by containment in Kn,nK_{n,n}, gives only Ω(n22n)\Omega(n^22^n) on the diagonal. This first-moment limitation at balanced hosts is also discussed in the remark after Erdős--Rousseau's Theorem 1; the necessary implication in Proposition 3 is elementary, not asserted to be a new Ramsey bound.

What the conjecture needs therefore splits into necessary local statements, none of which is proved:

  • (N1) near-capacity packings with a side of order n2n^2, as above;
  • (N2) for some c′>0c'>0 and all large nn, colourings of KN,NK_{N,N} and of KNK_N with N=⌈c′n3/22n/2⌉N=\lceil c'n^{3/2}2^{n/2}\rceil without a monochromatic Kn,nK_{n,n}.

In the packing form of Lemma 1, (N2) for KN,NK_{N,N} asks for B(N,n)≥NB(N,n)\ge N: NN subsets of an NN-set, every nn-set inside at most n−1n-1 of them and disjoint from at most n−1n-1. This is the problem of (N1) in the opposite regime. The mean load Npn(N)≈N2−nNp_n(N)\approx N2^{-n} tends to 00, far below the capacity, and the difficulty is the number of nn-sets, not the capacity. No implication between (N1) and (N2) is known here, and together they still leave every other host. A refutation of (N1) for one κ\kappa would give R^(Kn,n)=o(n32n)\hat R(K_{n,n})=o(n^32^n) along a sequence. (N2) fails only if b(n)b(n) or r(Kn,n)r(K_{n,n}) is o(n3/22n/2)o(n^{3/2}2^{n/2}) along a sequence, exponentially below the known upper bounds. CFW recall in their Section 3.1 that some have conjectured r(k)≥(2+ε)kr(k)\ge(\sqrt2+\varepsilon)^k for the classical diagonal Ramsey numbers; an exponential gain of that kind for both b(n)b(n) and r(Kn,n)r(K_{n,n}) would give (N2) with room to spare. A gain for r(Kn,n)r(K_{n,n}) alone suffices too, since r(Kn,n)≤2b(n)r(K_{n,n})\le2b(n): K2b(n)K_{2b(n)} contains the Ramsey host Kb(n),b(n)K_{b(n),b(n)}. No implication from the classical diagonal conjecture to these bipartite targets is asserted. The obstruction is to proving (N2), not evidence against it.

What an independence heuristic suggests

This section is a heuristic, not a bound. Let EE be the expected number of monochromatic copies under independent balanced columns, and let MM be the number of colourings in that sample space. For even aa, M=(aa/2)bM=\binom a{a/2}^b, so log⁡M∼ablog⁡2\log M\sim ab\log2 as a→∞a\to\infty. Pretending that the forbidden-copy events behave independently suggests Me−EM e^{-E} good colourings. Its threshold is E≈log⁡ME\approx\log M, not E=1E=1; there is no justification here for that independence assumption.

For Ka,bK_{a,b} and a target Ks,tK_{s,t} whose ss-side is among the aa vertices, the expectation for this orientation is E=2(as)(bt)ps(a)tE=2\binom as\binom btp_s(a)^t. In the regime s→∞s\to\infty, t>st>s and a≥cs2a\ge c s^2, the leading factorial and hypergeometric approximations give

ab≈(log⁡22s!t!2st)1/(t−1)a(t−s)/(t−1)exp⁡(s2t2a(t−1))ab\approx \left(\tfrac{\log2}{2}s!t!2^{st}\right)^{1/(t-1)} a^{(t-s)/(t-1)} \exp\left(\frac{s^2t}{2a(t-1)}\right)

at the guessed threshold. This expression is minimized at a=s2t/(2(t−s))a=s^2t/(2(t-s)) and has order s2−s/tt2ss^{2-s/t}t2^s there. This is the scale of CFW's Theorem 1.1, whose proof uses dyadic intervals of size about s2t/(t−s)s^2t/(t-s). It is a comparison of scales, not an alternative proof of that theorem: arbitrary hosts and, where present, the other orientation of Ks,tK_{s,t} still require control. For t≥Cslog⁡st\ge Cs\log s, CFW's Corollary 1.2 rigorously matches the counting upper bound up to constants.

On the diagonal the same formal calculation gives

ab≈(2e2+o(1))n22nexp⁡(n22a).ab\approx\left(\frac2{e^2}+o(1)\right)n^22^n \exp\left(\frac{n^2}{2a}\right).

For a=κn2a=\kappa n^2 this suggests the smaller order n22nn^22^n, and for a=b=Na=b=N it suggests N=(2/e+o(1))n2n/2N=(\sqrt2/e+o(1))n2^{n/2}, the constant in the Hattingh--Henning lower bound. These are only predictions of the model. Its predicted count of good balanced colourings is unsupported, and it does not count all colourings. A proof of the conjectured order n32nn^32^n would require structured colourings that this approximation misses, while a proof of order n22nn^22^n would require actual Ramsey hosts at that scale, for example (N0).

The arbitrary-host step

CFW colour an arbitrary host by one global rule: order the vertices by degree; inside the first 2L+12^{L+1} vertices, cut into dyadic intervals, each later vertex picks a uniformly random half of every earlier interval as its possible red neighbours, and edges inherit these choices; all other edges are coloured uniformly. Compatibility on overlaps is automatic. A reduction to complete bipartite pieces coloured separately is weaker in an essential way: compatible colours on shared edges do not prevent a monochromatic copy whose edges lie in several pieces, so the step must control such copies or impose a global invariant. Corollary 5 shows that no form of this step avoids the balanced obstruction, since it appears already for the single host KN,NK_{N,N}, and the complete host KNK_N adds the same requirement on r(Kn,n)r(K_{n,n}).

Constructions tried for near-capacity packings

These attempts at (N1) fail at the stated scope. Only the affine item is a nonexistence theorem, for the class and parameters of Proposition 7.

  • Independent columns, and the local lemma. The first moment reaches bb of order 2n2^n only, as computed above. A forbidden-copy event has probability 2pn(a)n2p_n(a)^n and depends only on its nn columns. Its number of dependent events, including itself, is at most n(an)(b−1n−1)n\binom an\binom{b-1}{n-1}. Applying the symmetric local lemma with this bound replaces the first-moment expression by at most en2/ben^2/b times that expression. At a=κn2+O(1)a=\kappa n^2+O(1) the resulting sufficient criterion still reaches only b=Cκ2nb=C_\kappa2^n, for a constant CκC_\kappa. This diagnoses this dependency bound, not every possible use of the local lemma.
  • Linear and affine codes. Take the rows to be a coset c+Cc+C of a binary code C⊆F2aC\subseteq\mathbb F_2^a of dimension kk, so b=2kb=2^k. If the generator columns indexed by SS have rank ρS\rho_S, each pattern on SS occurs 00 or 2k−ρS2^{k-\rho_S} times. If a constant pattern occurs on SS, a good family therefore needs 2k−ρS≤n−12^{k-\rho_S}\le n-1; no such restriction follows when neither constant pattern occurs. Proposition 7 shows that an overload occurs for every code once a≥8n2a\ge8n^2 and k≥⌈log⁡2n⌉+1k\ge\lceil\log_2n\rceil+1: some nn generator columns indexed inside one colour class of a fixed row lie in a subspace of codimension ⌈log⁡2n⌉\lceil\log_2n\rceil, and then at least nn rows agree with that row on them. This excludes the affine class at those parameters; nonlinear codes are not covered.
  • Exact designs. A family in which every nn-set has the same red load, with nonzero load and all rows of one size k≈a/2k\approx a/2, is an nn-design. Put h=⌊n/2⌋h=\lfloor n/2\rfloor. Its incidence matrix between rows and hh-subsets has a Gram matrix proportional to that for all kk-subsets: each entry counts a union of at most 2h≤n2h\le n points. The full incidence matrix has column rank (ah)\binom ah when h≤k≤a−hh\le k\le a-h, so the design needs at least (ah)\binom ah rows, far above the capacity when a=κn2a=\kappa n^2. Repeated rows do not change this rank bound. Upper bounds on loads, as in (N1), give no proportional Gram matrix, so this argument does not exclude the required packings.
  • Random greedy addition. At mean load of order nn the nn-sets already at load n−1n-1 number enlog⁡n−O(n)e^{n\log n-O(n)}, so a new column must properly 2-colour that hypergraph of nn-sets on κn2\kappa n^2 points, far beyond the edge counts that guarantee such a colouring. This is a heuristic count, not a proof.

For completeness, the full-incidence rank fact follows by induction on hh. If coefficients xSx_S sum to zero over the hh-subsets of every kk-set, subtract the equations for U∪{i}U\cup\{i\} and U∪{j}U\cup\{j\}. Induction on the remaining a−2a-2 points, with parameters (k−1,h−1)(k-1,h-1), gives xA∪{i}=xA∪{j}x_{A\cup\{i\}}=x_{A\cup\{j\}} for every (h−1)(h-1)-set AA disjoint from i,ji,j. Thus all xSx_S are equal, and a kk-set equation forces them to be zero. The base h=0h=0 is immediate.

An attempted two-stage count for (N0) also supplies no improvement at the parameter choices tested. First seek n−jn-j common red columns and LL rows; then seek nn of those rows with jj further common red columns. Using the balanced averaging estimates at both stages suggests sufficient sizes of order j2nj2^n columns, LL of order n2n^2, and therefore n22n−jn^22^{n-j} initial rows. For 1≤j≤n1\le j\le n their product is of order jn24n2−j≥n32njn^24^n2^{-j}\ge n^32^n. This parameter calculation does not rule out a sharper two-stage argument or prove a necessary size for such hosts.

Attacks on (N0)

(N0) asks for a reason why loads cannot all stay below nn when the mean load is a large constant. The required precision is high. For b=C2nb=C2^n independent balanced columns with CC large, the first-moment estimate puts the largest load near n(1+log⁡(e2κCe−1/(2κ))/log⁡n)n\bigl(1+\log(e^2\kappa Ce^{-1/(2\kappa)})/\log n\bigr), only a factor 1+O(1/log⁡n)1+O(1/\log n) above nn. This is a heuristic estimate, not a theorem about the maximum. It suggests testing candidate overload arguments on random-like families as well as structured ones.

The same tightness holds for every host, not only for this one. By Erdős and Rousseau's Lemma 1, at its library standing, a graph with q=Cn22nq=Cn^22^n edges has at most (2eq/n)(2e2q/n2)n(2eq/n)(2e^2q/n^2)^n copies of Kn,nK_{n,n}. Under a uniform colouring the expected number of monochromatic copies is therefore at most 4eCn(4e2C)n4eCn(4e^2C)^n, which is eO(n)e^{O(n)}. So the upper half of a Θ(n22n)\Theta(n^22^n) answer must show that some host is Ramsey although a uniform colouring of it has only exponentially many monochromatic copies in expectation, whereas a balanced host with c2nc2^n vertices in each part, as in the density theorems below, has 2(1−o(1))n22^{(1-o(1))n^2} of them. The lower half of Conjecture 5.1 faces the mirror problem: hosts with cn32ncn^32^n edges can have about enlog⁡ne^{n\log n} expected monochromatic copies, so it needs colourings far better than uniform ones.

The one-colour form (N0′'). There are κ,C>0\kappa,C>0 such that, for all sufficiently large nn and a=⌈κn2⌉a=\lceil\kappa n^2\rceil, every multiset of more than C2nC2^n subsets of [a][a], each of size at least a/2a/2, has an nn-set contained in at least nn of its members.

Lemma 6. If (N0′') holds with constants κ,C\kappa,C, then (N0) holds with κ\kappa and 2C2C.

Proof. Take a colouring of Ka,bK_{a,b} with b>2C2nb>2C2^n. Each column yy has a red or a blue neighbourhood with at least a/2a/2 points, so for one colour more than C2nC2^n columns have a neighbourhood of that colour with at least a/2a/2 points. By (N0′') some nn-set lies in at least nn of those neighbourhoods, which is a monochromatic Kn,nK_{n,n}. □\square

The converse is not claimed: (N0′') bounds families whose complements may be heavily loaded. It is the unbalanced density form of the problem: a bipartite graph with parts of sizes ⌈κn2⌉\lceil\kappa n^2\rceil and more than C2nC2^n, in which every vertex of the larger part has degree at least half the smaller part, contains Kn,nK_{n,n}. The Kővári--Sós--Turán count (Lemma 2 for one colour) proves this only when the larger part has order n2nn2^n. That count is Lemma 1 of D. Conlon, A new upper bound for the bipartite Ramsey problem, J. Graph Theory 58 (2008), 351--356 (the author's preprint was read at statement and proof depth). He remarks there that a random construction with r2r^2 vertices on the small side has density pp, no Kr,sK_{r,s}, and a large side of order p−rs/(e(er)r/s)p^{-r}s/(e(er)^{r/s}); at r=s=nr=s=n and p=12p=\frac12 that is order 2n2^n. Average density alone is weaker than the column-degree condition in (N0′'). The balanced-column first-moment argument above, using columns of size ⌈a/2⌉\lceil a/2\rceil, gives the same order 2n2^n under that degree condition, leaving a factor-nn gap for (N0′') itself.

Two 2026 preprints claim that this kind of count can be beaten on balanced hosts. D. Mubayi, Sharper Zarankiewicz and diagonal bipartite Ramsey bounds (arXiv:2609.32937v1, 2026), claims in Theorem 2.1 that a bipartite graph with NN vertices in each part and at least N2/2N^2/2 edges contains Kt,tK_{t,t} once N≥2t+81N\ge2^{t+81}, so b(t)=O(2t)b(t)=O(2^t). Y. Person, Another proof that the two color bipartite Ramsey number is O(2t)O(2^t) (arXiv:2609.40288v1, 2026), claims b(t)≤128⋅2tb(t)\le128\cdot2^t by a related argument whose density form needs both parts of size at least 128p−t128p^{-t} for 0<p≤1/20<p\le1/2 (Theorem 1.1). Both were read at statement and outline depth; their proofs are not checked here, and neither is used as a premise. They do not apply to K⌈κn2⌉,⌊C2n⌋K_{\lceil\kappa n^2\rceil,\lfloor C2^n\rfloor}. Mubayi's process repeatedly passes to the common neighbourhoods of a chosen edge. At density about 1/21/2, the heuristic loss is a halving of both parts at each step. Here the smaller part has only κn2\kappa n^2 vertices, so after about log⁡2(κn)\log_2(\kappa n) steps fewer than nn of its vertices remain. Mubayi's potential, essentially the harmonic mean of the part sizes times the density to the power tt, starts near 2κn22−n2\kappa n^22^{-n} here, far below the constant threshold his argument needs. Person instead alternates spines between the two classes and reduces the remaining target sizes logarithmically (Section 3). His density theorem still requires both initial classes to have exponential size. These facts explain why the stated theorems do not supply (N0′'); they do not rule out an adaptation. Their claimed improvement over the balanced counting bound is a factor of order tt, the factor the direct route seeks in its different parameter regime.

Proposition 7 (affine colourings). Let n≥2n\ge2, c=⌈log⁡2n⌉c=\lceil\log_2n\rceil, k≥c+1k\ge c+1 and a≥8n2a\ge8n^2. Take vectors gx∈F2kg_x\in\mathbb F_2^k and bits cx∈F2c_x\in\mathbb F_2 for x∈[a]x\in[a], and colour the edge between xx and u∈F2ku\in\mathbb F_2^k red exactly when ⟨u,gx⟩+cx=1\langle u,g_x\rangle+c_x=1. This colouring of Ka,2kK_{a,2^k} contains a monochromatic Kn,nK_{n,n}.

Proof. Fix u0∈F2ku_0\in\mathbb F_2^k and let ZZ be a colour class of its neighbourhood with ∣Z∣≥a/2|Z|\ge a/2; say it is red. Choose a uniformly random subspace V≤F2kV\le\mathbb F_2^k of dimension k−ck-c. For x∈Zx\in Z, the probability that gx∈Vg_x\in V is 11 when gx=0g_x=0 and (2k−c−1)/(2k−1)≥2−c−1(2^{k-c}-1)/(2^k-1)\ge2^{-c-1} otherwise, the inequality because 2k≥2c+12^k\ge2^{c+1}. Since 2c+1<4n2^{c+1}<4n, the expected number of x∈Zx\in Z with gx∈Vg_x\in V is greater than ∣Z∣/(4n)≥n|Z|/(4n)\ge n. Fix such a VV, and let SS be nn of these points. Let V⊥V^\perp be the set of ww with ⟨w,v⟩=0\langle w,v\rangle=0 for all v∈Vv\in V, a subspace of dimension cc. For u∈u0+V⊥u\in u_0+V^\perp and x∈Sx\in S we have ⟨u,gx⟩=⟨u0,gx⟩\langle u,g_x\rangle=\langle u_0,g_x\rangle, so uu is joined in red to all of SS, as u0u_0 is. Since 2c≥n2^c\ge n, the set SS and nn vertices of u0+V⊥u_0+V^\perp span a red Kn,nK_{n,n}. □\square

The colourings in Proposition 7 are exactly those whose neighbourhood multiset is the image of an affine map F2k→F2a\mathbb F_2^k\to\mathbb F_2^{a}, that is, a coset of a binary linear code with every codeword repeated equally often. So with a side of at least 8n28n^2 such colourings fail already at b=2c+1<4nb=2^{c+1}<4n columns, far below the random order 2n2^n. Such cosets cannot witness (N1) at κ≥8\kappa\ge8, and cannot refute (N0), whose constant κ\kappa is existential. The proof is a pigeonhole on a low-dimensional space of column functions; a general family has no such space, so the argument does not extend. For colourings by quadratic polynomials PxP_x in uu, the analogous step needs nn points xx whose polynomials are all constant on one affine subspace of dimension log⁡2n\log_2n. That is a condition of codimension about (log⁡2n)2/2(\log_2n)^2/2 on each PxP_x, so the pigeonhole needs far more than κn2\kappa n^2 points. That class is not excluded.

There is also a direct counterexample to extending this particular certificate to all quadratic families. Fix κ>0\kappa>0, put d=⌈log⁡2n⌉d=\lceil\log_2n\rceil, take k=n+O(log⁡n)k=n+O(\log n), and choose the a=⌈κn2⌉a=\lceil\kappa n^2\rceil polynomials independently and uniformly from the Boolean polynomials of degree at most two in kk variables. On a fixed affine dd-subspace their restrictions are uniform among 2Dd2^{D_d} polynomials, where Dd=1+d+(d2)D_d=1+d+\binom d2. Surjectivity of restriction follows by extending affine coordinates on that subspace to coordinates on the whole space. There are at most 2k(d+1)2^{k(d+1)} affine dd-subspaces. The union bound for some nn of the polynomials all being the same constant on one of them is

2k(d+1)+1(an) 2−nDd=2−12n(log⁡2n)2+Oκ(nlog⁡n)=o(1).2^{k(d+1)+1}\binom an\,2^{-nD_d} =2^{-\frac12n(\log_2n)^2+O_\kappa(n\log n)}=o(1).

Thus some such quadratic families have no monochromatic rectangle with nn points and an affine subspace of at least nn columns. A larger affine subspace would contain one of dimension dd. This does not say that the colouring has no monochromatic Kn,nK_{n,n}: its nn columns may be an arbitrary set, and the calculation leaves those sets uncontrolled. The quadratic construction question remains open here; an affine-subspace witness alone cannot exclude the whole class.

Lemma 8 (marginal avoidance probabilities). Fix κ,C>0\kappa,C>0, let a=⌈κn2⌉a=\lceil\kappa n^2\rceil and b=⌊C2n⌋b=\lfloor C2^n\rfloor, and colour Ka,bK_{a,b} uniformly at random. There is c1=c1(κ,C)c_1=c_1(\kappa,C) such that, for all large nn, the probability that there is no red Kn,nK_{n,n} is at least 2−c12n2^{-c_12^n}, and the same holds for blue.

Proof. Write N=abN=ab and colour each edge red independently with probability p=min⁡{12,(n2/(2e2N))1/n}p=\min\{\tfrac12,(n^2/(2e^2N))^{1/n}\}. The expected number of red Kn,nK_{n,n} is at most (an)(bn)pn2≤(e2Npn/n2)n≤2−n\binom an\binom bnp^{n^2}\le(e^2Np^n/n^2)^n\le2^{-n}, so the event EE of no red Kn,nK_{n,n} has probability at least 1−2−n1-2^{-n}. By Chebyshev's inequality at most 1/41/4 of this measure has fewer than m0=pN−Nm_0=pN-\sqrt N red edges, so EE together with at least m0m_0 red edges has probability at least 1/21/2. For a colouring ω\omega with mm red edges, the ratio of its uniform probability 2−N2^{-N} to its probability under the biased measure is (2p)−m(2(1−p))−(N−m)(2p)^{-m}(2(1-p))^{-(N-m)}, which is nondecreasing in mm since p≤1/2p\le1/2. At m≥m0m\ge m_0 it is at least 2−N(1−H(p))(p/(1−p))N2^{-N(1-H(p))}(p/(1-p))^{\sqrt N}, where HH is the binary entropy, so the uniform probability of EE is at least half of that. Since NN has order n22nn^22^n, 12−p=O(1/n)\frac12-p=O(1/n), so N(1−H(p))=O(N/n2)=O(2n)N(1-H(p))=O(N/n^2)=O(2^n) and (p/(1−p))N≥2−O(N/n)(p/(1-p))^{\sqrt N}\ge2^{-O(\sqrt N/n)}. Blue is symmetric. □\square

No red copy is a decreasing event in the red edge set and no blue copy an increasing one, so Harris's inequality bounds the number of good colourings by 2N2^N times the product of the two probabilities. By Lemma 8 that product bound is at least 2N−2c12n>12^{N-2c_12^n}>1, because NN has order n22nn^22^n. Even exact values of the two marginal probabilities therefore cannot make this particular bound certify zero good colourings. This does not exclude a one-colour argument with further hypotheses: (N0′'), for example, imposes a lower bound on every column degree. Nor does it exclude a joint estimate stronger than the Harris product.

Homomorphism counts. Sidorenko's inequality, which holds for Kn,nK_{n,n}, gives at least 2(ab2−n)n2(ab2^{-n})^n homomorphisms of Kn,nK_{n,n} into the two colour classes together. A homomorphism whose nn column images are not distinct is not a copy, and the hypothesis of (N0) restricts only tuples of nn distinct columns. For b=C2nb=C2^n independent balanced columns, tuples with about n/log⁡nn/\log n distinct columns already give more homomorphisms than this lower bound by a factor larger than any exponential in nn (an estimate through the moments ∑jS(n,j)Cj\sum_jS(n,j)C^j of a Poisson variable, with S(n,j)S(n,j) the Stirling numbers). This comparison leaves no deduction of an injective copy from the raw homomorphism lower bound; additional control of the degenerate maps is needed.

Greedy choices. Choosing points one at a time, each with the largest red degree into the columns red on all points chosen so far, roughly halves the surviving columns at each step. For independent balanced columns the best choices improve on halving only by a total factor eO(log⁡n)e^{O(\sqrt{\log n})} while many columns survive. Once mm columns remain, they have about a2−ma2^{-m} common red points, so the process can end with nn points and about log⁡2(κn)\log_2(\kappa n) common columns: loads of order log⁡n\log n are found greedily, but not loads of order nn. In such families the overloaded nn-sets come only from the count over all (an)\binom an sets. This is an estimate for one family model. It supplies no greedy proof of (N0), and does not exclude a different greedy rule or potential argument.

Deleting unusually large common neighbourhoods

The next reduction uses both colours and the distinct column indices. It does not change the asymptotic size of the small part, and repeated neighbourhoods are allowed.

Lemma 9. Fix δ,C>0\delta,C>0, put c=2+δc=2+\delta, and choose an integer ℓ≥max⁡{1,4/δ}\ell\ge\max\{1,4/\delta\}. For all sufficiently large nn, a colouring of Ka,bK_{a,b} with b≥C2nb\ge C2^n and no monochromatic Kn,nK_{n,n} has a set WW of at most 2(ℓ−1)⌈cn⌉2(\ell-1)\lceil cn\rceil points in its aa-vertex part such that every n−1n-1 columns have fewer than ⌈cn⌉\lceil cn\rceil common red neighbours outside WW, and fewer than ⌈cn⌉\lceil cn\rceil common blue neighbours outside WW. The threshold for nn depends only on δ,C\delta,C; there is no restriction on aa.

Proof. Write u=⌈cn⌉u=\lceil cn\rceil. Suppose that there are ℓ\ell pairwise disjoint uu-sets U1,…,UℓU_1,\ldots,U_\ell, each joined in red to a set TiT_i of n−1n-1 distinct columns. The TiT_i may overlap. Exclude their union, leaving at least M=b−ℓ(n−1)M=b-\ell(n-1) columns. Each remaining column has at most n−1n-1 red neighbours in every UiU_i: nn such neighbours together with TiT_i and that column would form a red Kn,nK_{n,n}. Consequently each of these columns has at least k=ℓ(u−n+1)k=\ell(u-n+1) blue neighbours in U=⋃iUiU=\bigcup_iU_i, where ∣U∣=m=ℓu|U|=m=\ell u.

Counting blue stars with nn leaves in UU, as in Lemma 2, gives

M(kn)≤(n−1)(mn).M\binom{k}{n}\le(n-1)\binom{m}{n}.

For 0≤i<n0\le i<n and all sufficiently large nn,

k−im−i≥k−n+1m=1−(ℓ+1)(n−1)ℓu≥1−1+1/ℓc≥12+δ4c=:β>12.\frac{k-i}{m-i}\ge\frac{k-n+1}{m} =1-\frac{(\ell+1)(n-1)}{\ell u} \ge1-\frac{1+1/\ell}{c} \ge\frac12+\frac{\delta}{4c}=: \beta>\frac12.

It follows that Mβn≤n−1M\beta^n\le n-1. But M≥(C/2)2nM\ge(C/2)2^n for all large nn, so Mβn≥(C/2)(2β)n>n−1M\beta^n\ge(C/2)(2\beta)^n>n-1, a contradiction. Thus fewer than ℓ\ell disjoint red uu-sets of this kind exist.

Take a maximal disjoint collection and delete its union, at most (ℓ−1)u(\ell-1)u points. Any uu common red neighbours of n−1n-1 columns among the remaining points would extend that collection. Repeat the same argument for blue on the remaining points and delete at most another (ℓ−1)u(\ell-1)u points. Deleting points preserves the red conclusion and the absence of a monochromatic Kn,nK_{n,n}. This proves the lemma. □\square

How it composes with (N0). Fix any δ>0\delta>0. It is enough to prove the overload assertion for families that already have the two additional common-neighbourhood bounds of Lemma 9. Indeed, suppose this restricted assertion holds at a=⌈κn2⌉a=\lceil\kappa n^2\rceil with threshold C02nC_0 2^n. Start a putative counterexample at a=⌈2κn2⌉a=\lceil2\kappa n^2\rceil, retain exactly b=⌊C02n⌋+1b=\lfloor C_0 2^n\rfloor+1 columns, and apply Lemma 9 with C=C0C=C_0. For all large nn at least ⌈κn2⌉\lceil\kappa n^2\rceil points remain. Restrict to that many; the two extra bounds and both original load bounds survive. This contradicts the restricted assertion. The reverse implication is immediate. Thus, allowing a change of κ\kappa, the restriction is equivalent to (N0), not a proved substitute for its missing overload step.

Where the attempted continuation fails. The deletion proof obtains a blue density above 1/21/2 from many disjoint red common neighbourhoods larger than 2n2n. Once those neighbourhoods have size at most roughly 2n2n, its forced blue density is no longer above 1/21/2. This is a genuine limit of that local inference. On 2n−22n-2 points one may take n−1n-1 all-red columns and arbitrarily many further columns, each with exactly n−1n-1 red and n−1n-1 blue entries. No nn-set has red or blue load nn, yet the first n−1n-1 columns have 2n−22n-2 common red neighbours. This example has only O(n)O(n) points; it does not refute (N0) or the possibility of a stronger deletion theorem using global information.

In particular, the attempted next implication, from the pruned common-neighbourhood bounds to b=O(2n)b=O(2^n), is unproved. Applying the capacity count on the remaining points still gives order n2nn2^n. Applying it separately to small neighbourhoods does not control nn-sets spread over several of them. A proof must supply that global step or a different mechanism; it cannot treat the deletion lemma itself as the integral overload.

Finite diagnostics at n = 2 and n = 3

The evidence checks every witness colouring below by direct enumeration and recomputes every counting bound; solver verdicts and cited theorems are marked as such.

n=2n=2, every host (exhaustive). R^(K2,2)=15\hat R(K_{2,2})=15, attained by K6K_6. A vertex of degree at most 22 can be removed from a host without changing whether it is Ramsey for K2,2=C4K_{2,2}=C_4 (colour its two edges differently), so a smallest Ramsey host has minimum degree at least 33, hence at most 99 vertices when it has at most 1414 edges. Every graph with minimum degree at least 33 and at most 1414 edges (313 isomorphism classes on 44 to 99 vertices) has a good colouring, and K6→C4K_6\to C_4 by enumeration of all 2152^{15} colourings.

n=2n=2, complete bipartite hosts (exhaustive). B(2,2)=∞B(2,2)=\infty, B(3,2)=B(4,2)=6B(3,2)=B(4,2)=6 (the capacity), and B(a,2)≤4B(a,2)\le4 for a≥5a\ge5 because K5,5→K2,2K_{5,5}\to K_{2,2}, that is b(2)=5b(2)=5. The cheapest complete bipartite Ramsey host is K3,7K_{3,7} with 2121 edges.

n=3n=3, complete bipartite hosts (exhaustive over the class).

aacap⁡(a,3)\operatorname{cap}(a,3)B(a,3)B(a,3)standing
3, 4none∞\inftygeneral colouring
5, 64040witness at 40; capacity
7, 82828witness at 28; capacity
92422witness at 22; 23 refuted by the solver only
10 to 1424, 22, 22, 20, 20at least 20, 18, 16, 15, 14witnesses

The cheapest complete bipartite Ramsey host for K3,3K_{3,3} is K7,29K_{7,29} with 203203 edges: it is Ramsey by Lemma 2, and every Ka,bK_{a,b} with ab≤202ab\le202 has a witness colouring (by symmetry a≤ba\le b, so a≤14a\le14). The counting capacity is reached for 5≤a≤85\le a\le8; the solver verdict indicates a deficit at a=9a=9. Neither observation predicts the behaviour for large nn.

n=3n=3, complete hosts. K17K_{17} has a colouring without a monochromatic K3,3K_{3,3} (a checked witness), so no host on at most 1717 vertices is Ramsey. K18→K3,3K_{18}\to K_{3,3} is the theorem r(K3,3)=18r(K_{3,3})=18 of Harborth and Mengersen (in Graph Theory, Combinatorics, and Applications, Vol. 2, Wiley, 1991, 639--644; not read here, cited from Wu, Magnant, Salehi Nowbandegani and Xia, arXiv:1710.10455v1, Theorem 6). The SAT search returned no verdict for K18K_{18}, and no checked unsatisfiability certificate is retained. Given that theorem, R^(K3,3)≤153<203\hat R(K_{3,3})\le153<203.

n=4n=4, translation symmetry and its scope. Translation-invariant families on F24\mathbb F_2^4 need not have loads divisible by 44. In fact, the 3030 affine hyperplanes give a good colouring of K16,30K_{16,30}. Write Ru,c={x∈F24:u⋅x=c}R_{u,c}=\{x\in\mathbb F_2^4:u\mathbin{\cdot}x=c\} for u≠0u\ne0, c∈F2c\in\mathbb F_2. A 44-set has affine dimension d≥2d\ge2; exactly 24−d−1≤32^{4-d}-1\le3 hyperplanes contain it. Complements are hyperplanes too, so the blue load has the same bound. Translation permutes these 3030 sets. The evidence constructs them and checks every load and translation. This proves B(16,4)≥30B(16,4)\ge30, below the capacity 7878; it makes no assertion of optimality.

The invalid obstruction to all translation-invariant families argues that the four translations preserving an affine plane force its load to be divisible by 44. That needs a free action on the rows containing the plane. Hyperplanes have nontrivial stabilizers, and a plane's load in this example is 33, not a multiple of 44.

No nonempty good family exists in the narrower model used by the translation search: take all 1616 translates of each base row as a multiset, retaining repeats. For a fixed plane PP, its four preserving translations act freely on the translation indices, so each base row contributes a multiple of 44 to PP's load. Every base row and its complement would therefore have to contain no plane. A plane-free subset has all unordered pair sums distinct, so it has at most 66 points, since (72)>15\binom72>15; two such sets cannot partition 1616 points. This also excludes a row with trivial stabilizer in any good translation-invariant family, since its orbit has 1616 distinct members. It does not exclude shorter orbits with their members included once, as in the hyperplane construction. The distinction between an orbit and a multiset of all indexed translates is essential to the search's scope.

No near-capacity value of B(a,4)B(a,4) was decided. The bounded cyclic-orbit searches on 1313 columns at 6565 rows and 1717 columns at 5151 or 6868 rows, and the unrestricted instance on 1616 columns at 4040 rows, were undecided. There is no nonexistence conclusion from those searches.

So at n=2n=2 and n=3n=3 a complete host beats every complete bipartite host. The comparison does not bear on the order: (r(Kn,n)2)\binom{r(K_{n,n})}2 is 1515 and 153153 against n32n=32n^32^n=32 and 216216, and whether complete hosts stay competitive as nn grows is exactly the size of r(Kn,n)r(K_{n,n}) relative to n3/22n/2n^{3/2}2^{n/2} in Proposition 3. The choice to compare these two classes at n=3n=3 is heuristic; no exhaustive search of arbitrary hosts is supplied.

Consequential gaps and next tests

  • (N0), or its one-colour form (N0′'), is the only gap of the direct route. A bounded ratio B(⌈κn2⌉,n)/2nB(\lceil\kappa n^2\rceil,n)/2^n for one κ\kappa settles the problem at order n22nn^22^n; a ratio of order nn for every fixed κ\kappa is necessary for Conjecture 5.1; a ratio that is o(n)o(n) along a sequence for one κ\kappa refutes the conjecture. Unknown. The independence and random greedy heuristics on this page suggest a bounded ratio, that is, (N0); they are predictions, not proof steps. The affine result excludes only its stated class. The marginal-probability product does not suffice (Lemma 8). The estimate for the largest load in random families places it within a factor 1+O(1/log⁡n)1+O(1/\log n) of nn, a useful test for proposed quantitative arguments. The homomorphism and greedy calculations recorded here supply no overload theorem. Neither cited density theorem covers the required unbalanced host.
  • On the direct route, Lemma 9 allows one to impose its common-neighbourhood bounds after deleting only O(n)O(n) points. The next discriminating step is a global integer inequality for these remaining families that forces a load of nn at b>C2nb>C2^n. A deduction from one small neighbourhood alone has the explicit 2n−22n-2-point example above. An argument for several neighbourhoods must control nn-sets spread over them; no such argument is supplied here.
  • On the construction side: colourings by quadratic polynomials over F2\mathbb F_2, the first algebraic class that the pigeonhole of Proposition 7 does not exclude. Decide whether such colourings can keep every load below nn with b/2n→∞b/2^n\to\infty. Such colourings for every κ\kappa would refute (N0) for complete bipartite hosts with a side of order n2n^2; an argument that they cannot would be the first structured class beyond the affine one, and its mechanism is a candidate for (N0). The calculation after Proposition 7 rules out insisting that the column witness be an affine subspace; it does not exclude other witnesses.
  • Another possible test is the random greedy process that adds balanced columns one at a time, each uniform among those keeping every load below nn. In the triangle-free analogue for R(3,k)R(3,k) such a process beats the first-moment order. For a fixed κ\kappa, an unbounded ratio b/2nb/2^n would exclude (N0) at that κ\kappa, but intermediate growth would still fall short of (N1). Refuting (N0) itself requires unbounded ratios for every fixed κ\kappa. A random-like heuristic predicts that the process stops near twice the first-moment threshold, when the saturated nn-sets, about (e2κλ)n(e^2\kappa\lambda)^n of each colour at mean load λ\lambda, stop admitting a balanced column that contains none of the red ones and meets every blue one. The test is whether the process corrects itself beyond that prediction, as the triangle-free process does. The heuristic count for random greedy addition in the list of constructions concerns mean load of order nn and does not decide this. Finite values of B(a,4)B(a,4) and B(a,5)B(a,5) near a=n2a=n^2 matter only as checks on such mechanisms.
  • (N2), for the lower-bound route: colourings of KN,NK_{N,N} and KNK_N with NN of order n3/22n/2n^{3/2}2^{n/2} without a monochromatic Kn,nK_{n,n}, beating the Hattingh--Henning order by a factor of order n\sqrt n. Unknown here; the random-colouring bounds checked here have only the first-moment order. Any proof of the lower half of Conjecture 5.1 contains a proof of (N2), so every route to that half must supply it. It is a missing input, not a proved impossibility of packing routes.
  • The arbitrary-host step of the lower-bound route, which must control copies spread over several pieces, and (N1).

The direct route needs only (N0); nothing else on this page is a premise of it. The lower-bound route is reopened by colourings of KN,NK_{N,N} and KNK_N of the strength in (N2), beyond the first moment, for instance through a reduction of the balanced case to the unbalanced one, which this page does not have. Even then it needs (N1) and a mechanism for arbitrary hosts, which it also lacks.

Current review

Unreviewed. Lemmas 1, 2, 6, 8 and 9, Propositions 3, 4 and 7, Corollary 5, the quadratic affine-subspace calculation and the diagnostics are author-recorded; no independent review covers them. The statements marked as estimates in the section on attacks on (N0) are not proofs, and the preprints cited there are outside claims whose proofs are not checked. The solver verdict at (a,b)=(9,23)(a,b)=(9,23) and the cited theorem for K18K_{18} are not checked by the evidence.