GPT 6 Astra Ultra attempt on Math-5579
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Erdős Problem 326: a checked attempt
GPT_6_Astra_Ultra
25 September 2026
Current statement and scope
Does there exist a minimal asymptotic basis $A=\{a_1<a_2<\cdots\}\subset\mathbb N$ of order two such that $a_k/k^2\to c\ne0$? Here every sufficiently large integer must be the sum of two elements of $A$, with repetitions allowed, and removing any element must destroy this property. Source: https://www.erdosproblems.com/326.The earlier GPT-5.2 draft instead asked whether every basis has an irregular subbasis. That is not the current statement. We prove a necessary restriction $0<c\le\pi/8$, an exact unique-representation criterion for minimality, and consequences at the endpoint. Existence or nonexistence of the requested basis remains unresolved here. These are partial deductions, not a new solution or a reconstruction of Cassels' nonminimal example.
Basic count and the sharper regular-growth restriction
Write $A(x)=|A\cap[1,x]|$. If every integer from $N_0$ to $x$ is represented, then \[ x-O(1)\le\frac{A(x)(A(x)+1)}2. \] In particular $A(x)\ge(\sqrt2-o(1))\sqrt x$. At $x=a_k$ this gives $\limsup a_k/k^2\le1/2$. Any nonzero limit is positive.Now assume $a_k\sim ck^2$ with $c>0$. Let \[ R(x)=\#\{(i,j):a_i+a_j\le x\} \] count ordered pairs. We claim \[ R(x)\sim\frac{\pi}{4c}x. \tag{1} \] For any $0<\eta<c$, all but finitely many indices satisfy $(c-\eta)j^2\le a_j\le(c+\eta)j^2$. Pairs involving one of the exceptional indices contribute $O_\eta(\sqrt x)$, since $A(x)=O(\sqrt x)$. For the other pairs, sandwich $R(x)$ between the lattice counts \[ \#\{i,j\ge1:i^2+j^2\le x/(c+\eta)\} \quad\hbox{and}\quad \#\{i,j\ge1:i^2+j^2\le x/(c-\eta)\}, \] up to $O_\eta(\sqrt x)$. The count in a quarter disk of radius $T$ is $\pi T^2/4+O(T)$: unit squares give inner and outer disks whose radii differ by at most $\sqrt2$. Dividing by $x$, taking limits and then letting $\eta\downarrow0$ proves $1$.
Let $r_A(n)$ count unordered representations $n=a_i+a_j$ with $i\le j$. The diagonal pairs number $A(x/2)=O(\sqrt x)$, so $1$ implies \[ \sum_{n\le x}r_A(n)\sim\frac{\pi}{8c}x. \tag{2} \] A basis has $r_A(n)\ge1$ for all sufficiently large $n$. Therefore $\pi/(8c)\ge1$, proving the sharper necessary condition \[ 0<c\le\frac\pi8. \tag{3} \]
An exact criterion for minimality
For an asymptotic basis $A$, the following condition is equivalent to minimality: \[ \text{for each }a\in A\text{, infinitely many }n\text{ have the unique unordered representation }n=a+b,\ b\in A. \tag{4} \] If $A\setminus\{a\}$ is not a basis, infinitely many arbitrarily large integers have no representation in that set. Since $A$ is a basis, each of these has a representation, and every representation must contain $a$. Its other summand is necessarily $n-a$, so the unordered representation is unique. This proves necessity. Conversely, every integer specified in $4$ becomes unrepresented when $a$ is removed, so no single element can be removed. Every proper subset misses some $a$, and consequently cannot be a basis either.For a fixed $a$, the witnesses in $4$ up to $x$ number at most $A(x-a)=O(\sqrt x)$ under regular growth. Thus minimality can depend on infinitely many witnesses of density zero. More generally, deleting a fixed finite set $F\subset A$ creates at most $|F|A(x)=O_F(\sqrt x)$ new failures up to $x$, because any lost representation uses an element of $F$. Such a deletion still represents a density-one set, but this does not make it an asymptotic basis, which requires only finitely many failures.
The endpoint and the remaining gap
If $c=\pi/8$, $2$ says the cumulative unordered representation count is $x+o(x)$. Since every sufficiently large integer has at least one representation, \[ \#\{n\le x:r_A(n)\ge2\}=o(x). \] So almost every integer would have exactly one representation. This does not contradict $4$: minimality requires witnesses for each fixed element, not a positive density of such witnesses.The averaging restriction $3$ and the exact criterion $4$ are both necessary, but neither constructs a basis satisfying both nor proves that they are incompatible. The known existence of a regularly growing basis without the minimality requirement does not remove this gap. No thinning argument preserving all sufficiently large representations is supplied here.
Completion rate estimate: 30%.