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gpt pro 5.2 attempt on Math-654, version 2

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Contents
  1. Erdős Problem #40 --- Round 2
  2. 1) ROUND-2 OBJECTIVE
  3. 2) ROUND-1 FOUNDATION USED
  4. 3) NEW INSIGHT / TOOL (ROUND-2)
  5. 4) ATTACK PLAN (ROUND-2)
  6. 5) WORK (ROUND-2)
  7. 5.1. From $B_2[\lambda]$ to bounded ordered convolution.
  8. 5.2. A disproof for $g(N)=N^{\varepsilon}$.
  9. 5.3. A necessary restriction on $g$.
  10. 6) ADVERSARIAL VERIFICATION
  11. 7) FINAL
  12. 8) COMPLETION ESTIMATE (MANDATORY)
  13. 9) REFERENCES
  14. Erdős Problem #40 --- Round 3
  15. 1) ROUND-3 OBJECTIVE
  16. 2) ROUND-1/2 FOUNDATION USED
  17. 3) NEW INSIGHT / TOOL (ROUND-3)
  18. 4) ATTACK PLAN (ROUND-3)
  19. 5) WORK (ROUND-3)
  20. 5.1. A clean necessary condition on $g$.
  21. 5.2. Minimal corrected statement and remaining open regime.
  22. 6) ADVERSARIAL VERIFICATION
  23. 7) FINAL
  24. 8) COMPLETION ESTIMATE (MANDATORY)
  25. 9) REFERENCES

Erdős Problem #40 --- Round 2

1) ROUND-2 OBJECTIVE

Path (B): counterexample / disproof for an infinite family of functions $g$.

Round 1 isolated that first-moment bounds are far too weak in the regime $|A\cap[1,N]|\asymp \sqrt N/g(N)$ with $g(N)\to\infty$, and suggested that any negative answer should come from building a set $A$ with uniformly bounded additive representation counts (a "$B_2[O(1)]$" construction) while keeping the required lower bound on $|A\cap[1,N]|$.

In this round I implement that disproof track for a large explicit class of growth functions $g$, using a theorem of Erdős--Rényi on infinite $B_2[g]$ sequences.

2) ROUND-1 FOUNDATION USED

I use the following vetted Round 1 items.
  • Lemma 40.1: For $m=|A\cap[1,N]|$, some $n\le 2N$ has at least $m^2/(2N-1)$ ordered representations using summands $\le N$.
  • Lemma 40.2: If $(1_A\!\ast\!1_A)(n)\le R$ for all $n$, then $|A\cap[1,N]|<\sqrt{2RN}$ for all $N$.
  • Round 1 gap: no construction was given that meets the hypothesis $|A\cap[1,N]|\gg \sqrt N/g(N)$ (for all large $N$) while keeping $(1_A\!\ast\!1_A)(n)$ bounded.

3) NEW INSIGHT / TOOL (ROUND-2)

The new tool is a classical probabilistic-existence theorem (quoted in a standard survey) constructing infinite sets with bounded two-term representation function and prescribed polynomial growth.

External Theorem (Erdős--Rényi, 1960; quoted as Theorem 8.2 in Sárközy--Sós). For every $\varepsilon>0$ there exists an integer $\lambda=\lambda(\varepsilon)$ and an infinite set $A\subset\mathbb N$ such that:

  1. (i) $A$ is a $B_2[\lambda]$ set: every $n\in\mathbb N$ has at most $\lambda$ solutions $a\le a'$ with $a,a'\in A$ to $a+a'=n$.
  2. (ii) (Polynomial density) There exists $N_0(\varepsilon)$ such that for all $N\ge N_0(\varepsilon)$, \[|A\cap[1,N]|>N^{\frac12-\varepsilon}.\]

4) ATTACK PLAN (ROUND-2)

  • Gap to close from Round 1: exhibit any divergent $g(N)$ for which the implication in Problem 40 fails.
  • Plan: Fix $\varepsilon>0$ and take $g(N)=N^{\varepsilon}$. Apply the external theorem above to obtain a set $A$ with $|A\cap[1,N]|\ge N^{1/2-\varepsilon}$ for all large $N$. Convert the $B_2[\lambda]$ property into a uniform bound on the ordered convolution $(1_A\ast 1_A)(n)$, showing $\limsup_n (1_A\ast 1_A)(n)<\infty$.
  • Extension: the same $A$ also disproves the implication for any $g$ that eventually dominates $N^{\varepsilon}$ (since the required lower bound $\sqrt N/g(N)$ is then even weaker).

5) WORK (ROUND-2)

5.1. From $B_2[\lambda]$ to bounded ordered convolution.
For a set $A\subset\mathbb N$, write \[r_A(n):=(1_A\ast 1_A)(n)=|\{(a,b)\in A\times A: a+b=n\}|\] for the ordered two-sum representation function. Also write \[R_A(n):=|\{(a,a')\in A\times A: a\le a',\ a+a'=n\}|\] for the nondecreasing (unordered) representation count.
Lemma: If $R_A(n)\le \lambda$ for all $n$ (i.e. $A\in B_2[\lambda]$), then $r_A(n)\le 2\lambda$ for all $n$.
Proof: Fix $n$. Map each ordered solution $(a,b)\in A\times A$ with $a+b=n$ to the nondecreasing pair $(\min\{a,b\},\max\{a,b\})$. This map lands in the set counted by $R_A(n)$. Moreover, every nondecreasing pair $(x,y)$ with $x+y=n$ has at most two preimages: $(x,y)$ and $(y,x)$, and only one if $x=y$. Hence $r_A(n)\le 2R_A(n)\le 2\lambda$. ∎
5.2. A disproof for $g(N)=N^{\varepsilon}$.
Fix any $\varepsilon>0$ and set \[g(N):=N^{\varepsilon},\qquad N\in\mathbb N. \] Then $g(N)\to\infty$. Let $A\subset\mathbb N$ be the set produced by the Erdős--Rényi theorem in §3, with the corresponding $\lambda=\lambda(\varepsilon)$.
Proposition: For $g(N)=N^{\varepsilon}$, the implication in Problem 40 is false. More precisely, there exists an infinite set $A\subset\mathbb N$ and a constant $c>0$ such that \[|A\cap[1,N]|\ge c\,\frac{\sqrt N}{g(N)}\quad\text{for all sufficiently large $N$},\] but $\sup_{n\in\mathbb N}(1_A\ast 1_A)(n)<\infty$.
Proof: By property (ii) of the Erdős--Rényi theorem, for all $N\ge N_0(\varepsilon)$ we have \[|A\cap[1,N]|>N^{\frac12-\varepsilon}=\frac{\sqrt N}{N^{\varepsilon}}=\frac{\sqrt N}{g(N)}. \] Thus the hypothesis of Problem 40 holds with $c=1$ (and $N_0=N_0(\varepsilon)$).

On the other hand, by property (i) the set $A$ satisfies $R_A(n)\le\lambda$ for all $n$. By Lemma 5.1, this implies \[(1_A\ast 1_A)(n)=r_A(n)\le 2\lambda\qquad\text{for all }n\in\mathbb N. \] Hence $\limsup_{n\to\infty}(1_A\ast 1_A)(n)\le 2\lambda<\infty$, contradicting the conclusion required in Problem 40. ∎

5.3. A necessary restriction on $g$.
The same argument yields an immediate corollary clarifying where a positive answer might still live.
Corollary: Fix $\varepsilon>0$ and let $A$ be as above. Then the implication in Problem 40 fails for every function $g$ satisfying $g(N)\ge N^{\varepsilon}$ for all sufficiently large $N$. Consequently, if the implication in Problem 40 holds for some $g(N)\to\infty$, then necessarily \[\forall\varepsilon>0:\quad g(N)=o(N^{\varepsilon})\quad (N\to\infty),\] i.e. $g$ must be subpolynomial ($g(N)=N^{o(1)}$).
Proof: If $g(N)\ge N^{\varepsilon}$ eventually, then for all large $N$, $\sqrt N/g(N)\le \sqrt N/N^{\varepsilon}=N^{1/2-\varepsilon}$. But $|A\cap[1,N]|>N^{1/2-\varepsilon}$ for all large $N$ by the theorem, so $|A\cap[1,N]|\ge \sqrt N/g(N)$ eventually as well. The boundedness of $(1_A\ast 1_A)(n)$ is unchanged. The final claim is just the contrapositive. ∎

6) ADVERSARIAL VERIFICATION

  • Ordered vs unordered counts: The only conversion step is Lemma 5.1. The map $(a,b)\mapsto(\min\{a,b\},\max\{a,b\})$ has fibers of size $\le 2$, so $r_A(n)\le 2R_A(n)$ is tight and correct.
  • Quantifiers in the hypothesis: The Erdős--Rényi theorem gives a lower bound $|A\cap[1,N]|>N^{1/2-\varepsilon}$ for all $N\ge N_0(\varepsilon)$, matching the "$\forall N\ge N_0$" hypothesis in Problem 40. Taking $c=1$ is valid.
  • $g(N)\to\infty$: For $g(N)=N^{\varepsilon}$ this is immediate.
  • Does boundedness hold for all $n$ or only large $n$? The $B_2[\lambda]$ property is for all $n\in\mathbb N$, so $\sup_n (1_A\ast 1_A)(n)\le 2\lambda$ holds globally. This certainly implies the failure of $\limsup_n(1_A\ast 1_A)(n)=\infty$.
  • Interaction with Round 1 Lemma 40.2: Lemma 40.2 gives $|A\cap[1,N]|\ll \sqrt N$ under bounded representation. Our constructed set has $|A\cap[1,N]|\asymp N^{1/2-\varepsilon}$, which is consistent.

7) FINAL

UNRESOLVED (BUT STRICTLY ADVANCED).

Round 2 gives an explicit infinite family of divergent functions for which the implication in Problem 40 fails:

for every fixed $\varepsilon>0$, taking $g(N)=N^{\varepsilon}$ (or any $g$ eventually $\ge N^{\varepsilon}$) does not force $\limsup_n (1_A\ast 1_A)(n)=\infty$.
The remaining open regime is when $g(N)$ is subpolynomial ($g(N)=N^{o(1)}$), e.g. $g(N)=(\log N)^C$ or $g(N)=\log\log N$.

8) COMPLETION ESTIMATE (MANDATORY)

COMPLETION: 40%

9) REFERENCES

  1. P. Erdős and A. Rényi, Additive properties of random sequences of positive integers, Acta Arith. 6 $1960$, 83--110.
  2. A. Sárközy and V. T. Sós, On additive representation functions, in: The Mathematics of Paul Erdős I (R. L. Graham et al., eds.), Springer, 1997. (See Theorem 8.2 therein for the Erdős--Rényi construction used above.)

Erdős Problem #40 --- Round 3

1) ROUND-3 OBJECTIVE

Path (C): fatal obstruction / minimal correction.

Round 2 produced a rigorous counterexample family showing that the implication in Problem #40 fails whenever the density parameter $g(N)$ is polynomially large (e.g. $g(N)=N^\varepsilon$). In Round 3, the most promising way to finish the classification as far as current progress allows is therefore not to chase further counterexamples ad hoc, but to:

  • isolate a clean structural equivalence between "failure of Problem #40 for $g$" and the existence of a sufficiently dense bounded representation ($B_2[\lambda]$) set;
  • deduce from Round 2 that no $g$ with a positive power growth rate can work;
  • state the resulting minimal corrected form: any candidate $g$ must be subpolynomial ($g(N)=N^{o(1)}$).
This closes a conceptual gap left after Round 2: it identifies precisely what remains open after the polynomial counterexamples.

2) ROUND-1/2 FOUNDATION USED

I rely on the following Round 1/2 items without re-proving them.
  • Round 1 Lemma 40.2: If $(1_A\!\ast\!1_A)(n)\le R$ for all $n$, then $|A\cap[1,N]|<\sqrt{2RN}$ for all $N$.
  • Round 2 Lemma 5.1: If $A\in B_2[\lambda]$ (unordered representations $\le\lambda$) then the ordered representation function satisfies $(1_A\ast 1_A)(n)\le 2\lambda$ for all $n$.
  • Round 2 Proposition 5.2 and Corollary 5.3: for every fixed $\varepsilon>0$ the implication in Problem #40 fails for $g(N)=N^{\varepsilon}$ (indeed, for every $g$ with $g(N)\ge N^{\varepsilon}$ eventually), by an Erdős--Rényi $B_2[\lambda]$ construction.

3) NEW INSIGHT / TOOL (ROUND-3)

The new ingredient is a reduction that turns Problem #40 into an existence/nonexistence statement about dense infinite $B_2[\lambda]$ sets, plus a monotonicity principle.
Definition (Ordered representation bound): For $A\subset\mathbb N$ define \[r_A(n):=(1_A\ast 1_A)(n)=|\{(a,b)\in A\times A: a+b=n\}|\in\mathbb N\cup\{0\}.\] We say that $A$ has bounded two-sum representations if $\sup_{n\ge 1} r_A(n)<\infty$.
Lemma (Reduction to $B_2[\lambda]$ sets): Fix $g:\mathbb N\to(0,\infty)$ with $g(N)\to\infty$. The implication in Problem #40 fails for this $g$ if and only if there exist constants $c>0$, $\lambda\in\mathbb N$, and an infinite set $A\subset\mathbb N$ such that
  1. (i) (Density) $|A\cap[1,N]|\ge c\,\dfrac{\sqrt N}{g(N)}$ for all sufficiently large $N$;
  2. (ii) ($B_2[\lambda]$) $A\in B_2[\lambda]$ (equivalently, $r_A(n)\le 2\lambda$ for all $n$).
Equivalently, failure for $g$ is the same as the existence of a bounded-representation set $A$ with \[\liminf_{N\to\infty}\ \frac{g(N)\,|A\cap[1,N]|}{\sqrt N}\ >\ 0.\]
Proof: ($\Leftarrow$) If such an $A$ exists, then by (ii) and Round 2 Lemma 5.1 we have $\sup_n r_A(n)\le 2\lambda<\infty$, hence $\limsup_n r_A(n)<\infty$. Together with (i), this is a direct counterexample to the conclusion of Problem #40.

($\Rightarrow$) If the implication in Problem #40 fails for $g$, then there exists an infinite $A\subset\mathbb N$ and $c>0$ such that the density lower bound in (i) holds, while $\limsup_n r_A(n)<\infty$. Set $R:=\sup_n r_A(n)<\infty$. Define $R_A(n)$ to be the number of unordered representations $n=a+a'$ with $a\le a'$ and $a,a'\in A$. Then $R_A(n)\le r_A(n)\le R$ for all $n$, so $A\in B_2[R]$. Taking $\lambda:=R$ gives (ii). The liminf reformulation is equivalent to (i) by unpacking the meaning of "$\gg$". ∎

Lemma (Monotonicity in $g$): Let $g_1,g_2:\mathbb N\to(0,\infty)$ with $g_i(N)\to\infty$ and assume $g_2(N)\ge g_1(N)$ for all sufficiently large $N$.
  1. (a) If Problem #40 fails for $g_1$, then it fails for $g_2$.
  2. (b) If Problem #40 holds for $g_2$, then it holds for $g_1$.
Proof: If $g_2\ge g_1$ eventually then $\sqrt N/g_2(N)\le \sqrt N/g_1(N)$ eventually. Thus any set $A$ meeting the stronger density requirement for $g_1$ also meets the weaker density requirement for $g_2$. Statement (a) follows by transporting a counterexample; (b) is the contrapositive of (a). ∎

4) ATTACK PLAN (ROUND-3)

  • Gap after Round 2: we had a family of counterexamples, but no structural characterisation of what a positive answer would have to exclude.
  • Round 3 goal: use Lemma lem:reduction and Lemma lem:mono to:
    1. reformulate Problem #40 as a question about how dense a bounded-representation ($B_2[\lambda]$) set can be while still satisfying a uniform lower bound at all large $N$;
    2. upgrade the Round 2 corollary into a clean "no polynomial $g$ can work" statement.
  • Why this helps: it isolates the remaining open regime as a single extremal question about dense infinite $B_2[\lambda]$ sets, clarifying what must be improved to settle the problem.

5) WORK (ROUND-3)

5.1. A clean necessary condition on $g$.
Define the (asymptotic) power-growth exponent of $g$ by \[\alpha(g):=\liminf_{N\to\infty} \frac{\log g(N)}{\log N}\in[0,\infty].\] Note that $\alpha(g)>0$ is equivalent to: there exists $\varepsilon>0$ such that $g(N)\ge N^{\varepsilon}$ for all sufficiently large $N$.
Theorem (Polynomially large $g$ never work): If $g(N)\to\infty$ and $\alpha(g)>0$, then the implication in Problem #40 fails for $g$. Equivalently, if Problem #40 holds for some $g$, then necessarily \[\alpha(g)=0\qquad\text{ i.e. }\qquad \forall\varepsilon>0:\ g(N)=o(N^{\varepsilon}).\] (In other words, $g$ must be subpolynomial: $g(N)=N^{o(1)}$.)
Proof: Assume $\alpha(g)>0$. Then choose $\varepsilon>0$ and $N_1$ such that $g(N)\ge N^{\varepsilon}$ for all $N\ge N_1$. By Round 2 Corollary 5.3, Problem #40 fails for every such $g$ (indeed for every $g$ with $g(N)\ge N^{\varepsilon}$ eventually), because an Erdős--Rényi $B_2[\lambda]$ set $A$ exists with $|A\cap[1,N]|\ge N^{1/2-\varepsilon}=\sqrt N/N^{\varepsilon}\ge \sqrt N/g(N)$ for all large $N$ while $\sup_n r_A(n)<\infty$.

The final statement is the contrapositive. ∎

5.2. Minimal corrected statement and remaining open regime.
Combining Lemma lem:mono, Lemma lem:reduction, and Theorem thm:polyfails yields the following sharp "frontier" formulation.
Corollary (Frontier formulation): Let $\mathcal G$ denote the class of functions $g(N)\to\infty$ for which Problem #40 holds. Then:
  1. (i) (Downward closure) If $g\in\mathcal G$ and $h(N)\le g(N)$ eventually, then $h\in\mathcal G$.
  2. (ii) (Polynomial exclusion) No $g$ with $\alpha(g)>0$ lies in $\mathcal G$.
  3. (iii) (Open core) The only possible elements of $\mathcal G$ are subpolynomial functions $g(N)=N^{o(1)}$ (e.g. $g(N)=(\log N)^C$, $g(N)=\log\log N$, etc.). Determining whether any such $g$ lies in $\mathcal G$ is equivalent (by Lemma lem:reduction) to ruling out the existence of bounded-representation $B_2[\lambda]$ sets with density $\gg \sqrt N/g(N)$ for all large $N$.

6) ADVERSARIAL VERIFICATION

  • Quantifiers in Lemma lem:reduction: Problem #40 assumes $|A\cap[1,N]|\gg \sqrt N/g(N)$ for all sufficiently large $N$. This is exactly the statement that the ratio $g(N)|A\cap[1,N]|/\sqrt N$ has positive liminf. Using limsup or limsup only would be incorrect; the proof uses the liminf version.

  • Bounded convolution $\Rightarrow B_2[\lambda]$: If $r_A(n)\le R$ for all $n$, then unordered representations satisfy $R_A(n)\le r_A(n)\le R$, so $A\in B_2[R]$ is valid.

  • Monotonicity direction: The direction in Lemma lem:mono(a) is the one actually used: weakening the hypothesis (larger $g$) cannot repair a counterexample. The contrapositive (b) is consistent.

  • No hidden dependence on $N$: In Theorem thm:polyfails we use a fixed $\varepsilon>0$ extracted from $\alpha(g)>0$; this matches the Round 2 construction which provides a single fixed $B_2[\lambda(\varepsilon)]$ set.

7) FINAL

UNRESOLVED (BUT STRICTLY ADVANCED).

Round 3 upgrades Round 2 from a family of counterexamples to a structural description:

Problem #40 is false for every $g(N)\to\infty$ with positive power-growth rate $\alpha(g)>0$ (in particular for every polynomially growing $g$), and the only remaining possible regime is subpolynomial $g(N)=N^{o(1)}$.
The remaining core question is equivalent to understanding how dense an infinite bounded-representation $B_2[\lambda]$ set can be while maintaining a uniform lower bound at all large $N$.

8) COMPLETION ESTIMATE (MANDATORY)

COMPLETION: 55%

9) REFERENCES

  1. P. Erdős and A. Rényi, Additive properties of random sequences of positive integers, Acta Arith. 6 $1960$, 83--110.
  2. A. Sárközy and V. T. Sós, On additive representation functions, in: The Mathematics of Paul Erdős I (R. L. Graham et al., eds.), Springer, 1997. (See Theorem 8.2 for the Erdős--Rényi construction of dense $B_2[\lambda]$ sequences.)
  3. T. F. Bloom (ed.), Erdős Problem #40 (problem statement and status), Erdős Problems website, accessed 2026-01-20.