Erdős Problem #576
Status Open · erdosproblems.comLLM status Open unverified
Erdős problemsTop Open Problems openaigpt pro 5.2 Not reported cataloguedOpenOpenStatement
For an integer $k\ge 1$, let $Q_k$ denote the $k$-dimensional hypercube graph. Thus $Q_k$ has vertex set $\{0,1\}^k$ (so $2^k$ vertices) and an edge between two bitstrings iff they differ in exactly one coordinate; hence $e(Q_k)=k2^{k-1}$.
Define $\mathrm{ex}(n;Q_k)$ as the maximum number of edges in an $n$-vertex graph containing no subgraph isomorphic to $Q_k$.
Determine the asymptotic behavior (as $n\to\infty$ with fixed $k$) of $\mathrm{ex}(n;Q_k)$.
Restatement from Math-859-A2 r1, with the source manuscript’s qualifications.
Original problem on erdosproblems.com
Statement licence: CC-BY-4.0 · Source file
Contributions 2
Reused writeup on Math-859 (gpt pro 5.2)
Erdős Problem 576 --- collection record
PROVENANCE AND STATUS
Official problem: https://www.erdosproblems.com/576Saved collaborative-database status: open. Snapshot checked: 2026-09-23T17:22:24Z. Latest status and formalization links: https://teorth.github.io/erdosproblems/
This is an attributed collection of existing writeups. The model-folder names below identify their original attribution; placement in GPT_6_Astra_Ultra does not attribute their mathematical work to that model. All locally available source versions selected for this problem are reproduced below, without editing their text.
Proof claims, computations, literature statements, and completion estimates in the reused text have not been independently verified in this collection pass. A source claiming a solution does not change the saved upstream status.
Primary source (latest numbered version in the preferred model folder): attacks/erdos/gpt_pro_5.2/576.tex.
REUSED SOURCE 1
Original attribution:gpt_pro_5.2. Original file: attacks/erdos/gpt_pro_5.2/576.tex.1) FORMAL RESTATEMENT
For an integer $k\ge 1$, let $Q_k$ denote the $k$-dimensional hypercube graph. Thus $Q_k$ has vertex set $\{0,1\}^k$ (so $2^k$ vertices) and an edge between two bitstrings iff they differ in exactly one coordinate; hence $e(Q_k)=k2^{k-1}$.
Define $\mathrm{ex}(n;Q_k)$ as the maximum number of edges in an $n$-vertex graph containing no subgraph isomorphic to $Q_k$.
Determine the asymptotic behavior (as $n\to\infty$ with fixed $k$) of $\mathrm{ex}(n;Q_k)$.
2) QUICK LITERATURE/CONTEXT CHECK
The source file records: - Erdős--Simonovits proved for $Q_3$ that $(\tfrac12+o(1))n^{3/2}\le \mathrm{ex}(n;Q_3)\ll n^{8/5}$, and for $Q_3$ minus an edge, $\mathrm{ex}(n;G)\asymp n^{3/2}$. - A theorem of Sudakov--Tomon implies $\mathrm{ex}(n;Q_k)=o(n^{2-1/k})$. - Janzer--Sudakov improved this to $\mathrm{ex}(n;Q_k)\ll_k n^{2-\frac{1}{k-1}+\frac{1}{(k-1)2^{k-1}}}$. The Erdős Problems website currently lists #576 as open (discussion thread exists).
3) ATTACK PLAN
Proof-track ideas (upper bounds): - Relate $Q_k$-free graphs to forbidding large complete bipartite subgraphs (since $Q_k$ is bipartite with equal parts), giving a soft Kövári--Sós--Turán type bound. - Use the stronger stated results (Sudakov--Tomon; Janzer--Sudakov) as context but do not re-prove them here.
Construction-track ideas (lower bounds): - Since $Q_k$ contains a $C_4$ for $k\ge 2$, any $C_4$-free construction gives a $Q_k$-free construction, yielding $\Omega(n^{3/2})$ edges.
I give two elementary comparison lemmas and small-$n$ exact checks; the true exponent for fixed $k\ge 3$ remains unresolved.
4) WORK
FAST REALITY CHECK. - For $k=1$, $Q_1=K_2$, so $\mathrm{ex}(n;Q_1)=0$. - For $k=2$, $Q_2=C_4$. - For $k=3$, $Q_3$ has $8$ vertices, so for $n\le 7$, every $n$-vertex graph is $Q_3$-free and $\mathrm{ex}(n;Q_3)=\binom{n}{2}$. - Exact computation for $n=8$ (search over complements of $K_8$) gives \[\mathrm{ex}(8;Q_3)=23. \]
Lemma 576.1 ($C_4$-free graphs are $Q_k$-free for $k\ge 2$). For every $k\ge 2$ and every $n$, \[ \mathrm{ex}(n;Q_k)\ge \mathrm{ex}(n;C_4). \] Proof. For $k\ge 2$, the hypercube $Q_k$ contains a 4-cycle: fix $k-2$ coordinates and vary the remaining two coordinates to get a copy of $Q_2=C_4$ as a subgraph. Thus, if a graph $G$ is $C_4$-free then it cannot contain $Q_k$ (since any copy of $Q_k$ would contain a copy of $C_4$). Therefore every $C_4$-free $n$-vertex graph is also $Q_k$-free. Taking maxima of edge counts over these classes yields $\mathrm{ex}(n;Q_k)\ge \mathrm{ex}(n;C_4)$. $\square$
Lemma 576.2 ($Q_k$-free implies $K_{t,t}$-free for $t=2^{k-1}$). Let $k\ge 1$ and set $t=2^{k-1}$. Then $Q_k$ is a subgraph of the complete bipartite graph $K_{t,t}$. Consequently, for every $n$, \[ \mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{t,t}). \] Proof. The hypercube $Q_k$ is bipartite: partition vertices by parity of Hamming weight (even vs odd), yielding two parts each of size $2^{k-1}=t$. Every edge of $Q_k$ joins an even-parity vertex to an odd-parity vertex. Thus $Q_k$ is a bipartite graph with parts of size $t$, hence it is a subgraph of $K_{t,t}$ (map the two parts injectively onto the two parts of $K_{t,t}$; all required cross edges exist in $K_{t,t}$).
If an $n$-vertex graph $G$ contains a copy of $K_{t,t}$, then it also contains a copy of $Q_k$ (since $Q_k\subseteq K_{t,t}$). Therefore, if $G$ is $Q_k$-free, it must be $K_{t,t}$-free. Taking maxima over $Q_k$-free graphs gives $\mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{t,t})$. $\square$
Lemma 576.3 (elementary Kövári--Sós--Turán type bound for $K_{s,t}$). Let $2\le s\le t$ be integers and let $G$ be an $n$-vertex graph with no $K_{s,t}$ subgraph. Then \[ e(G) \le (t-1)^{1/s}\, n^{2-1/s} + \frac{s-1}{2}n. \] Proof. Let the degrees be $d(v)$. Count the number of pairs $(S,v)$ where $S\subseteq V(G)$ is an $s$-element set and $v$ is a common neighbor of all vertices in $S$.
On one hand, for a fixed vertex $v$, the number of $s$-sets $S$ contained in its neighborhood is $\binom{d(v)}{s}$, so the total number of pairs equals \[ X:=\sum_{v\in V(G)}\binom{d(v)}{s}. \]
On the other hand, fix an $s$-set $S$. If $S$ had $t$ or more common neighbors, then $S$ together with any $t$ of those common neighbors would span a $K_{s,t}$. Because $G$ is $K_{s,t}$-free, every $s$-set has at most $t-1$ common neighbors. There are $\binom{n}{s}$ choices for $S$, so \[ X\le (t-1)\binom{n}{s}. \]
We now lower bound $X$ in terms of $m=e(G)$. Let $\bar d=\frac{1}{n}\sum_v d(v)=\frac{2m}{n}$. The function $f(x)=\binom{x}{s}$ is convex for real $x\ge s-1$ (it is a degree-$s$ polynomial with nonnegative second derivative on $[s-1,\infty)$). Applying Jensen's inequality to the multiset $\{d(v)\}$ gives \[ \frac{1}{n}\sum_v \binom{d(v)}{s}\ \ge\ \binom{\bar d}{s}. \] Thus $X\ge n\binom{\bar d}{s}$. Using the crude lower bound $\binom{x}{s}\ge \frac{1}{s!}(x-s+1)^s$ for real $x\ge s-1$ (expand $(x)(x-1)\cdots(x-s+1)$ and drop all but the smallest factor), we obtain \[ X\ge n\cdot \frac{1}{s!}\,(\bar d-s+1)^s. \] Combine with $X\le (t-1)\binom{n}{s}\le (t-1)\frac{n^s}{s!}$ to get \[ n(\bar d-s+1)^s \le (t-1)n^s. \] Dividing by $n$ and taking $s$-th roots: \[ \bar d - (s-1) \le (t-1)^{1/s} n^{1-1/s}. \] Therefore \[ \bar d\le (t-1)^{1/s} n^{1-1/s} + (s-1). \] Multiplying by $n/2$ gives \[ m=\frac{n\bar d}{2} \le \frac{n}{2}(t-1)^{1/s} n^{1-1/s} + \frac{s-1}{2}n, \] which is the stated bound. $\square$
Immediate corollary for cubes. Taking $s=t=2^{k-1}$ in Lemma 576.3 and using Lemma 576.2 yields a soft upper bound \[ \mathrm{ex}(n;Q_k) \le O_k\big(n^{2-1/2^{k-1}}\big), \] which is far weaker than the bounds quoted in the problem statement for large $k$, but is fully elementary.
5) VERIFICATION
- Lemma 576.1: verified explicitly that $Q_k$ contains a $C_4$ for all $k\ge2$ by fixing $k-2$ coordinates. - Lemma 576.2: verified bipartition sizes are equal to $2^{k-1}$ and that any bipartite graph on parts of size $t$ embeds into $K_{t,t}$. - Lemma 576.3: the double counting uses only that an $s$-set cannot have $\ge t$ common neighbors, else forms $K_{s,t}$. Jensen/convexity step requires $\bar d\ge s-1$; if $\bar d<s-1$, then $m<\tfrac{s-1}{2}n$ and the bound holds trivially. - Small $n$ check: $\mathrm{ex}(8;Q_3)=23$ is consistent with the general upper bound $\binom{8}{2}=28$ and the trivial lower bound from $C_4$-free constructions.
6) FINAL
UNRESOLVED
(i) Strongest fully proved partial result: Elementary comparisons give \[\mathrm{ex}(n;C_4)\le \mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{2^{k-1},2^{k-1}}),\] and Lemma 576.3 gives $\mathrm{ex}(n;Q_k)=O_k(n^{2-1/2^{k-1}})$. The source file also records much stronger known upper bounds (Sudakov--Tomon; Janzer--Sudakov).
(ii) First gap (crisp): Determine the correct exponent (and constant) in the growth of $\mathrm{ex}(n;Q_k)$ for fixed $k\ge 3$; even for $k=3$ it is unknown whether $\mathrm{ex}(n;Q_3)$ is closer to $n^{3/2}$ or $n^{8/5}$.
(iii) Top 3 next moves (concrete): 1. Improve the elementary $K_{t,t}$ comparison by exploiting the specific sparse/regular structure of $Q_k$ (e.g., many 4-cycles) rather than only part sizes. 2. For $k=3$, attempt a stability/supersaturation approach: show that graphs with $\gg n^{3/2}$ edges contain many $C_4$ in a structured way that forces a cube. 3. Computation: exact $\mathrm{ex}(n;Q_3)$ for $n=9,10$ via MILP/backtracking to guess extremal families.
(iv) Minimal counterexample structure: If one conjectures $\mathrm{ex}(n;Q_3)\asymp n^{8/5}$, a disproof would require constructing $Q_3$-free graphs with $\gg n^{8/5}$ edges or proving a matching $O(n^{8/5})$ upper bound. Any extremal family must avoid the 8-vertex cube while still allowing many $C_4$'s (since forbidding all $C_4$ would drop to $\Theta(n^{3/2})$).
COMPLETION ESTIMATE
The primary source supplies no extractable numerical completion estimate. Its mathematical progress is not numerically assessed here.Newly verified progress in this collection pass: $0\%$. This measures new verification work, not the amount of mathematics achieved in the reused text.
gpt pro 5.2 attempt on Math-859
1) FORMAL RESTATEMENT
For an integer $k\ge 1$, let $Q_k$ denote the $k$-dimensional hypercube graph. Thus $Q_k$ has vertex set $\{0,1\}^k$ (so $2^k$ vertices) and an edge between two bitstrings iff they differ in exactly one coordinate; hence $e(Q_k)=k2^{k-1}$.
Define $\mathrm{ex}(n;Q_k)$ as the maximum number of edges in an $n$-vertex graph containing no subgraph isomorphic to $Q_k$.
Determine the asymptotic behavior (as $n\to\infty$ with fixed $k$) of $\mathrm{ex}(n;Q_k)$.
2) QUICK LITERATURE/CONTEXT CHECK
The source file records: - Erdős--Simonovits proved for $Q_3$ that $(\tfrac12+o(1))n^{3/2}\le \mathrm{ex}(n;Q_3)\ll n^{8/5}$, and for $Q_3$ minus an edge, $\mathrm{ex}(n;G)\asymp n^{3/2}$. - A theorem of Sudakov--Tomon implies $\mathrm{ex}(n;Q_k)=o(n^{2-1/k})$. - Janzer--Sudakov improved this to $\mathrm{ex}(n;Q_k)\ll_k n^{2-\frac{1}{k-1}+\frac{1}{(k-1)2^{k-1}}}$. The Erdős Problems website currently lists #576 as open (discussion thread exists).
3) ATTACK PLAN
Proof-track ideas (upper bounds): - Relate $Q_k$-free graphs to forbidding large complete bipartite subgraphs (since $Q_k$ is bipartite with equal parts), giving a soft Kövári--Sós--Turán type bound. - Use the stronger stated results (Sudakov--Tomon; Janzer--Sudakov) as context but do not re-prove them here.
Construction-track ideas (lower bounds): - Since $Q_k$ contains a $C_4$ for $k\ge 2$, any $C_4$-free construction gives a $Q_k$-free construction, yielding $\Omega(n^{3/2})$ edges.
I give two elementary comparison lemmas and small-$n$ exact checks; the true exponent for fixed $k\ge 3$ remains unresolved.
4) WORK
FAST REALITY CHECK. - For $k=1$, $Q_1=K_2$, so $\mathrm{ex}(n;Q_1)=0$. - For $k=2$, $Q_2=C_4$. - For $k=3$, $Q_3$ has $8$ vertices, so for $n\le 7$, every $n$-vertex graph is $Q_3$-free and $\mathrm{ex}(n;Q_3)=\binom{n}{2}$. - Exact computation for $n=8$ (search over complements of $K_8$) gives \[\mathrm{ex}(8;Q_3)=23. \]
Lemma 576.1 ($C_4$-free graphs are $Q_k$-free for $k\ge 2$). For every $k\ge 2$ and every $n$, \[ \mathrm{ex}(n;Q_k)\ge \mathrm{ex}(n;C_4). \] Proof. For $k\ge 2$, the hypercube $Q_k$ contains a 4-cycle: fix $k-2$ coordinates and vary the remaining two coordinates to get a copy of $Q_2=C_4$ as a subgraph. Thus, if a graph $G$ is $C_4$-free then it cannot contain $Q_k$ (since any copy of $Q_k$ would contain a copy of $C_4$). Therefore every $C_4$-free $n$-vertex graph is also $Q_k$-free. Taking maxima of edge counts over these classes yields $\mathrm{ex}(n;Q_k)\ge \mathrm{ex}(n;C_4)$. $\square$
Lemma 576.2 ($Q_k$-free implies $K_{t,t}$-free for $t=2^{k-1}$). Let $k\ge 1$ and set $t=2^{k-1}$. Then $Q_k$ is a subgraph of the complete bipartite graph $K_{t,t}$. Consequently, for every $n$, \[ \mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{t,t}). \] Proof. The hypercube $Q_k$ is bipartite: partition vertices by parity of Hamming weight (even vs odd), yielding two parts each of size $2^{k-1}=t$. Every edge of $Q_k$ joins an even-parity vertex to an odd-parity vertex. Thus $Q_k$ is a bipartite graph with parts of size $t$, hence it is a subgraph of $K_{t,t}$ (map the two parts injectively onto the two parts of $K_{t,t}$; all required cross edges exist in $K_{t,t}$).
If an $n$-vertex graph $G$ contains a copy of $K_{t,t}$, then it also contains a copy of $Q_k$ (since $Q_k\subseteq K_{t,t}$). Therefore, if $G$ is $Q_k$-free, it must be $K_{t,t}$-free. Taking maxima over $Q_k$-free graphs gives $\mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{t,t})$. $\square$
Lemma 576.3 (elementary Kövári--Sós--Turán type bound for $K_{s,t}$). Let $2\le s\le t$ be integers and let $G$ be an $n$-vertex graph with no $K_{s,t}$ subgraph. Then \[ e(G) \le (t-1)^{1/s}\, n^{2-1/s} + \frac{s-1}{2}n. \] Proof. Let the degrees be $d(v)$. Count the number of pairs $(S,v)$ where $S\subseteq V(G)$ is an $s$-element set and $v$ is a common neighbor of all vertices in $S$.
On one hand, for a fixed vertex $v$, the number of $s$-sets $S$ contained in its neighborhood is $\binom{d(v)}{s}$, so the total number of pairs equals \[ X:=\sum_{v\in V(G)}\binom{d(v)}{s}. \]
On the other hand, fix an $s$-set $S$. If $S$ had $t$ or more common neighbors, then $S$ together with any $t$ of those common neighbors would span a $K_{s,t}$. Because $G$ is $K_{s,t}$-free, every $s$-set has at most $t-1$ common neighbors. There are $\binom{n}{s}$ choices for $S$, so \[ X\le (t-1)\binom{n}{s}. \]
We now lower bound $X$ in terms of $m=e(G)$. Let $\bar d=\frac{1}{n}\sum_v d(v)=\frac{2m}{n}$. The function $f(x)=\binom{x}{s}$ is convex for real $x\ge s-1$ (it is a degree-$s$ polynomial with nonnegative second derivative on $[s-1,\infty)$). Applying Jensen's inequality to the multiset $\{d(v)\}$ gives \[ \frac{1}{n}\sum_v \binom{d(v)}{s}\ \ge\ \binom{\bar d}{s}. \] Thus $X\ge n\binom{\bar d}{s}$. Using the crude lower bound $\binom{x}{s}\ge \frac{1}{s!}(x-s+1)^s$ for real $x\ge s-1$ (expand $(x)(x-1)\cdots(x-s+1)$ and drop all but the smallest factor), we obtain \[ X\ge n\cdot \frac{1}{s!}\,(\bar d-s+1)^s. \] Combine with $X\le (t-1)\binom{n}{s}\le (t-1)\frac{n^s}{s!}$ to get \[ n(\bar d-s+1)^s \le (t-1)n^s. \] Dividing by $n$ and taking $s$-th roots: \[ \bar d - (s-1) \le (t-1)^{1/s} n^{1-1/s}. \] Therefore \[ \bar d\le (t-1)^{1/s} n^{1-1/s} + (s-1). \] Multiplying by $n/2$ gives \[ m=\frac{n\bar d}{2} \le \frac{n}{2}(t-1)^{1/s} n^{1-1/s} + \frac{s-1}{2}n, \] which is the stated bound. $\square$
Immediate corollary for cubes. Taking $s=t=2^{k-1}$ in Lemma 576.3 and using Lemma 576.2 yields a soft upper bound \[ \mathrm{ex}(n;Q_k) \le O_k\big(n^{2-1/2^{k-1}}\big), \] which is far weaker than the bounds quoted in the problem statement for large $k$, but is fully elementary.
5) VERIFICATION
- Lemma 576.1: verified explicitly that $Q_k$ contains a $C_4$ for all $k\ge2$ by fixing $k-2$ coordinates. - Lemma 576.2: verified bipartition sizes are equal to $2^{k-1}$ and that any bipartite graph on parts of size $t$ embeds into $K_{t,t}$. - Lemma 576.3: the double counting uses only that an $s$-set cannot have $\ge t$ common neighbors, else forms $K_{s,t}$. Jensen/convexity step requires $\bar d\ge s-1$; if $\bar d<s-1$, then $m<\tfrac{s-1}{2}n$ and the bound holds trivially. - Small $n$ check: $\mathrm{ex}(8;Q_3)=23$ is consistent with the general upper bound $\binom{8}{2}=28$ and the trivial lower bound from $C_4$-free constructions.
6) FINAL
UNRESOLVED
(i) Strongest fully proved partial result: Elementary comparisons give \[\mathrm{ex}(n;C_4)\le \mathrm{ex}(n;Q_k)\le \mathrm{ex}(n;K_{2^{k-1},2^{k-1}}),\] and Lemma 576.3 gives $\mathrm{ex}(n;Q_k)=O_k(n^{2-1/2^{k-1}})$. The source file also records much stronger known upper bounds (Sudakov--Tomon; Janzer--Sudakov).
(ii) First gap (crisp): Determine the correct exponent (and constant) in the growth of $\mathrm{ex}(n;Q_k)$ for fixed $k\ge 3$; even for $k=3$ it is unknown whether $\mathrm{ex}(n;Q_3)$ is closer to $n^{3/2}$ or $n^{8/5}$.
(iii) Top 3 next moves (concrete): 1. Improve the elementary $K_{t,t}$ comparison by exploiting the specific sparse/regular structure of $Q_k$ (e.g., many 4-cycles) rather than only part sizes. 2. For $k=3$, attempt a stability/supersaturation approach: show that graphs with $\gg n^{3/2}$ edges contain many $C_4$ in a structured way that forces a cube. 3. Computation: exact $\mathrm{ex}(n;Q_3)$ for $n=9,10$ via MILP/backtracking to guess extremal families.
(iv) Minimal counterexample structure: If one conjectures $\mathrm{ex}(n;Q_3)\asymp n^{8/5}$, a disproof would require constructing $Q_3$-free graphs with $\gg n^{8/5}$ edges or proving a matching $O(n^{8/5})$ upper bound. Any extremal family must avoid the 8-vertex cube while still allowing many $C_4$'s (since forbidding all $C_4$ would drop to $\Theta(n^{3/2})$).