gpt pro 5.4 attempt on Math-146
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Contents
- Erdős Problem #52 --- Round 4 (upgrade to the strongest located exponent)
- 1) ROUND-4 OBJECTIVE
- 2) ROUND-3 FOUNDATION USED
- 3) NEW INSIGHT / TOOL (ROUND-4)
- Theorem 3.1 (Cushman, Theorem 1.3).
- 4) ATTACK PLAN (ROUND-4)
- 5) WORK (ROUND-4)
- 5.1 The upgraded sum-product bound for integers
- Theorem 5.1 (external input).
- Corollary 5.2.
- Proof.
- 5.2 An explicit fixed-exponent corollary
- Corollary 5.3.
- Proof.
- 5.3 Strict comparison with Round 3
- Proposition 5.4.
- Proof.
- 5.4 Precise statement of the Round 4 advance
- Theorem 5.5 (Round 4 upgrade).
- 6) ADVERSARIAL VERIFICATION
- 7) FINAL (EXACTLY ONE)
- 8) COMPLETION ESTIMATE (MANDATORY)
- 9) REFERENCES
Erdős Problem #52 --- Round 4 (upgrade to the strongest located exponent)
1) ROUND-4 OBJECTIVE
Path pursued: (A) proof-track (partial, but strictly stronger than Round 3).Let \[ M(A):=\max\{|A+A|,|AA|\}. \] Round 3 established the self-contained lower bound \[ M(A)\gg \frac{|A|^{4/3}}{(\log(2|A|))^{1/3}} \qquad (A\subset\mathbb Z\text{ finite}). \] The exact remaining gap after Round 3 was to remove the logarithmic loss and obtain a fixed power improvement beyond the Solymosi exponent $4/3$.
In this round we import the strongest theorem located in the current literature search. This yields \[ M(A)\gg_{\varepsilon} |A|^{\frac43+\frac{10}{4407}-\varepsilon} \qquad (A\subset\mathbb Z\text{ finite},\ \varepsilon>0), \] which is a strict improvement over Round 3.
2) ROUND-3 FOUNDATION USED
We treat the Round 3 output as correct and use the following items without reproving them.- Round 3 Theorem 5.5: for every finite nonempty $A\subset\mathbb Z$, \[ M(A)\gg \frac{|A|^{4/3}}{(\log(2|A|))^{1/3}}. \]
- Round 3 conclusion on the remaining gap: the Solymosi-type multiplicative-energy route reaches the $4/3$ threshold up to a logarithmic loss, but does not by itself produce a fixed power improvement above $4/3$.
3) NEW INSIGHT / TOOL (ROUND-4)
The new ingredient is the following external theorem.Theorem 3.1 (Cushman, Theorem 1.3).
For every $\varepsilon>0$ there exists $c_{\varepsilon}>0$ such that for every finite set $X\subset\mathbb R$, \[ \max\{|X+X|,|XX|\}\ge c_{\varepsilon}|X|^{\frac43+\frac{10}{4407}-\varepsilon}. \] Since \[ \frac43+\frac{10}{4407}=\frac{1962}{1469}=1.335602\ldots, \] this gives a genuine fixed gain above $4/3$.For comparison with the exponent quoted in the Round 3 context, \[ \frac{1962}{1469}-\frac{1270}{951} =\frac{232}{1397019}>0, \] so Theorem 3.1 is also strictly stronger than Bloom's $1270/951$ exponent.
4) ATTACK PLAN (ROUND-4)
Exact gap left after Round 3. Round 3 achieved only \[ M(A)\gg |A|^{4/3}(\log|A|)^{-1/3}, \] so the missing step was a bound of the form \[ M(A)\gg_{\eta}|A|^{4/3+\delta-\eta} \] for some fixed $\delta>0$.Claims to prove now.
- (i) State the strongest located external theorem that applies to arbitrary finite subsets of $\mathbb R$.
- (ii) Verify that its hypotheses apply verbatim to finite integer sets.
- (iii) Derive a fixed-exponent corollary with an absolute constant.
- (iv) Prove that the new bound strictly dominates the Round 3 bound.
Why this overcomes the Round 3 obstacle. The new theorem bypasses the Solymosi-energy bottleneck identified in Round 3 by importing a more refined control/energy argument from the recent literature. Since the theorem is stated for all finite real sets, no additional structural reduction is required.
5) WORK (ROUND-4)
5.1 The upgraded sum-product bound for integers
We first record the external theorem in the form needed for the present problem.Theorem 5.1 (external input).
For every $\varepsilon>0$ there exists $c_{\varepsilon}>0$ such that every finite set $X\subset\mathbb R$ satisfies \[ M(X):=\max\{|X+X|,|XX|\}\ge c_{\varepsilon}|X|^{\frac{1962}{1469}-\varepsilon}. \]Corollary 5.2.
For every $\varepsilon>0$ there exists $c_{\varepsilon}>0$ such that every finite set $A\subset\mathbb Z$ satisfies \[ M(A)\ge c_{\varepsilon}|A|^{\frac{1962}{1469}-\varepsilon}. \]Proof.
A finite set of integers is, in particular, a finite set of reals. Therefore Theorem 5.1 applies directly to $X=A\subset\mathbb Z\subset\mathbb R$, yielding \[ M(A)\ge c_{\varepsilon}|A|^{\frac{1962}{1469}-\varepsilon}. \] No further reduction is needed. $\square$5.2 An explicit fixed-exponent corollary
The $\varepsilon$-form above immediately yields an absolute-constant version.Corollary 5.3.
There exists an absolute constant $c>0$ such that every finite set $A\subset\mathbb Z$ satisfies \[ M(A)\ge c|A|^{\frac43+\frac{5}{4407}}=c|A|^{\frac{5881}{4407}}. \]Proof.
Apply Corollary 5.2 with the fixed choice \[ \varepsilon:=\frac{5}{4407}. \] Then there exists a constant $c=c_{5/4407}>0$ such that \[ M(A)\ge c|A|^{\frac43+\frac{10}{4407}-\frac{5}{4407}} =c|A|^{\frac43+\frac{5}{4407}} =c|A|^{\frac{5881}{4407}}. \] This is exactly the claimed bound. $\square$5.3 Strict comparison with Round 3
We now prove that the Round 4 theorem is asymptotically stronger than the Round 3 bound.Proposition 5.4.
Fix any $\eta$ with \[ 0<\eta<\frac{10}{4407}. \] Then, as $n\to\infty$, \[ n^{\frac43+\frac{10}{4407}-\eta} \gg \frac{n^{4/3}}{(\log(2n))^{1/3}}. \] In particular, the Round 4 bound is a strict asymptotic improvement over the Round 3 bound.Proof.
Consider the ratio \[ R(n):= \frac{n^{\frac43+\frac{10}{4407}-\eta}}{n^{4/3}(\log(2n))^{-1/3}} = n^{\frac{10}{4407}-\eta}(\log(2n))^{1/3}. \] Because $\frac{10}{4407}-\eta>0$, the power of $n$ tends to infinity. Hence $R(n)\to\infty$ as $n\to\infty$. Therefore \[ n^{\frac43+\frac{10}{4407}-\eta} \gg \frac{n^{4/3}}{(\log(2n))^{1/3}}, \] as claimed. $\square$5.4 Precise statement of the Round 4 advance
Combining Corollary 5.2 with Proposition 5.4, we may summarise the new outcome as follows.Theorem 5.5 (Round 4 upgrade).
For every $\varepsilon>0$ there exists $c_{\varepsilon}>0$ such that every finite set $A\subset\mathbb Z$ satisfies \[ \max\{|A+A|,|AA|\}\ge c_{\varepsilon}|A|^{\frac{1962}{1469}-\varepsilon}. \] Equivalently, \[ \max\{|A+A|,|AA|\}\gg_{\varepsilon}|A|^{\frac43+\frac{10}{4407}-\varepsilon}. \] This strictly strengthens the Round 3 bound.6) ADVERSARIAL VERIFICATION
We check carefully that no hidden issue has been introduced.- Applicability of the external theorem. Theorem 5.1 is stated for every finite set $X\subset\mathbb R$. Our target sets satisfy $A\subset\mathbb Z\subset\mathbb R$, so the hypothesis is satisfied verbatim.
- Dependence of constants on $\varepsilon$. The theorem only gives a constant $c_{\varepsilon}$ depending on $\varepsilon$. This is why Corollary 5.3 fixes one explicit value of $\varepsilon$ before claiming an absolute constant. No illicit uniformity in $\varepsilon$ is assumed.
- Exponent arithmetic. We verified \[ \frac43+\frac{10}{4407}=\frac{1962}{1469}, \qquad \frac{1962}{1469}-\frac{1270}{951}=\frac{232}{1397019}>0. \] Thus the new exponent is genuinely larger than both $4/3$ and Bloom's $1270/951$ exponent.
- Comparison with Round 3. The superiority over Round 3 is not merely numerical at a single point: Proposition 5.4 proves an asymptotic domination statement.
- No hidden use of positivity or non-zeroness. Unlike the Round 2 and Round 3 self-contained arguments, the imported theorem is already stated for arbitrary finite real sets. Therefore no separate handling of signs or of the element $0$ is necessary.
7) FINAL (EXACTLY ONE)
UNRESOLVED (BUT STRICTLY ADVANCED).Round 4 upgrades the proven lower bound from \[ \max\{|A+A|,|AA|\}\gg \frac{|A|^{4/3}}{(\log(2|A|))^{1/3}} \] from Round 3 to the stronger statement \[ \max\{|A+A|,|AA|\}\gg_{\varepsilon}|A|^{\frac{1962}{1469}-\varepsilon} \] for all finite $A\subset\mathbb Z$ and all $\varepsilon>0$. In particular, there is an absolute constant $c>0$ such that \[ \max\{|A+A|,|AA|\}\ge c|A|^{\frac{5881}{4407}}. \] The original Erdős--Szemerédi conjecture with exponent $2-\varepsilon$ remains open.
8) COMPLETION ESTIMATE (MANDATORY)
COMPLETION: 74%.9) REFERENCES
Only references actually used or checked in this round are listed.- Adam Cushman, A Note on the Sum-Product Problem and the Convex Sumset Problem, arXiv:2512.13849v2, 2026. In particular, Theorem 1.3.
- Thomas F. Bloom, Control and its applications in additive combinatorics, arXiv:2501.09470, 2025. In particular, Theorem 4.
- T. F. Bloom, Erdős Problem #52, ErdosProblems.com, accessed 2026-03-07.