Hitting Arithmetic Progressions at the Square-Root Scale
Pith reviewed 2026-06-28 14:13 UTC · model grok-4.3
The pith
f(n²,n) ≥ n + (1/√2 + o(1)) n^{1/2} and f(p²,p) ≤ 2p - (√(2/3) - o(1)) √(p/log p) for large primes p
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Truss proved f(n²,n) > n + (1/2)n^{1/2} - 2. The paper raises the leading constant in the second term to 1/√2 + o(1). Brown and Freedman showed f(p²,p) ≤ 2p - 2; later Szekeres-type constructions gave only logarithmic savings. The paper obtains the stronger upper bound f(p²,p) ≤ 2p - (√(2/3) - o(1)) √(p/log p) for large primes p by a randomized front construction followed by an alteration step.
What carries the argument
The minimal hitting-set size f(N,k) for k-term arithmetic progressions inside [0,N), with the lower bound obtained by direct counting and the upper bound obtained by randomized front construction plus alteration
If this is right
- Any hitting set for n-term APs inside [0,n²) must have size at least n + (1/√2)√n asymptotically.
- Hitting sets for p-term APs inside [0,p²) exist whose size is 2p minus nearly √(2/3) √(p/log p).
- The square-root scale admits both a linear leading term and a non-trivial second-order correction in both directions.
- The alteration step removes conflicting elements while retaining most of the size reduction produced by the random front.
Where Pith is reading between the lines
- The numerical constants 1/√2 and √(2/3) may be improvable by refined counting or different random models.
- The randomized-front method could extend to composite N if analogous 'fronts' can be defined without primality.
- The persistent factor-of-two gap between the √N-scale lower bound and the 2√N-scale upper bound suggests examining whether the true order of f(N,√N) lies closer to one or the other.
Load-bearing premise
The probabilistic analysis of the randomized front construction with alteration step produces a positive-probability outcome that yields the stated savings.
What would settle it
Explicit computation or estimation of f(p²,p) for a sequence of large primes p to check whether 2p - f(p²,p) grows like √(2/3) √(p/log p).
read the original abstract
For positive integers $N$ and $k$, let $f(N,k)$ be the minimum size of a set $A\subseteq\{0,1,\ldots,N-1\}$ which intersects every $k$-term arithmetic progression contained in $\{0,1,\ldots,N-1\}$. Brown and Freedman introduced this hitting problem for arithmetic progressions and studied it for growing $k$. The square-root scale $k=\sqrt N$ is a natural transition point. Truss proved \[ f(n^2,n)>n+\frac12 n^{1/2}-2. \] We improve the leading constant in the second-order term, proving \[ f(n^2,n)\ge n+\left(\frac1{\sqrt2}+o(1)\right)n^{1/2}. \] On the upper-bound side, Brown and Freedman proved $f(p^2,p)\le 2p-2$ for odd primes $p$, and subsequent Szekeres-type constructions give logarithmic savings. We prove the stronger asymptotic upper bound \[ f(p^2,p) \le 2p-\left(\sqrt{\frac23}-o(1)\right)\sqrt{\frac p{\log p}} \] for sufficiently large prime $p$. The upper bound is obtained by a randomized front construction with an alteration step.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript defines f(N,k) as the minimal size of a hitting set for all k-term arithmetic progressions inside {0,…,N−1}. It proves the improved lower bound f(n²,n) ≥ n + (1/√2 + o(1))n^{1/2} (strengthening Truss) via a direct counting argument and the upper bound f(p²,p) ≤ 2p − (√(2/3)−o(1))√(p/log p) for large primes p, obtained from a randomized front construction followed by an alteration step that removes one element per surviving AP.
Significance. If the upper-bound construction succeeds, the result supplies a super-logarithmic saving of order √(p/log p) over the trivial 2p construction, improving on prior Szekeres-type logarithmic savings; the lower bound improves the leading constant in the second-order term from 1/2 to 1/√2. The lower bound is a direct counting argument with no circularity and the upper bound employs an independent randomized procedure; both features strengthen the contribution if the probabilistic estimates are verified.
major comments (1)
- [upper-bound method] Upper-bound construction (abstract and the section describing the randomized front + alteration method): the claim that the procedure yields a positive-probability outcome with net saving (√(2/3)−o(1))√(p/log p) after alteration rests on the initial random savings exceeding the expected alteration cost by the full term; the manuscript provides no explicit error-term controls, dependence analysis between the random choices and the surviving APs, or verification that the number of surviving APs is not underestimated. This calculation is load-bearing for the stated asymptotic upper bound.
Simulated Author's Rebuttal
We thank the referee for the detailed report and for identifying the need for stronger probabilistic controls in the upper-bound argument. We address the single major comment below and will revise the manuscript to incorporate the requested clarifications.
read point-by-point responses
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Referee: [upper-bound method] Upper-bound construction (abstract and the section describing the randomized front + alteration method): the claim that the procedure yields a positive-probability outcome with net saving (√(2/3)−o(1))√(p/log p) after alteration rests on the initial random savings exceeding the expected alteration cost by the full term; the manuscript provides no explicit error-term controls, dependence analysis between the random choices and the surviving APs, or verification that the number of surviving APs is not underestimated. This calculation is load-bearing for the stated asymptotic upper bound.
Authors: We agree that the current write-up of the randomized front construction and alteration step lacks sufficiently explicit error-term controls and a full dependence analysis. In the revised manuscript we will expand the relevant section to include: (i) explicit bounds on the variance and concentration of the initial random savings, (ii) a careful accounting of the dependence between the random front choices and the set of surviving APs (via a suitable martingale or limited-dependence argument), and (iii) a rigorous upper bound on the number of surviving APs that does not rely on underestimation. These additions will verify that the net saving of (√(2/3)−o(1))√(p/log p) occurs with positive probability for large primes p. We view this as a clarification rather than a change in the underlying argument. revision: yes
Circularity Check
No circularity; lower bound by direct counting, upper bound by independent randomized construction
full rationale
The claimed lower bound improves Truss's earlier result via a direct counting argument on the size of a hitting set. The upper bound is an existence result obtained from a randomized front construction followed by an alteration step; the probabilistic analysis is an independent calculation that does not reduce the final bound to a quantity defined in terms of itself. No self-citations are load-bearing for the main claims, no parameters are fitted and then renamed as predictions, and no ansatz or uniqueness theorem is smuggled in via prior work by the same author. The derivation chain is self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
axioms (2)
- standard math Standard counting and union-bound arguments apply to arithmetic progressions
- standard math The probabilistic method guarantees existence when a random object has positive probability of satisfying the desired property
Reference graph
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discussion (0)
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