The weak inhomogeneous Duffin–Schaeffer conjecture
For any fixed shift, a weighted sum decides whether almost every number is well approximated.
Take a number x and ask how close its multiples can come to a fixed target, up to whole numbers. You set a tolerance for each multiplier. The paper claims a simple test: if a certain weighted sum of the tolerances is infinite, almost every x hits infinitely often. This was conjectured as the weak inhomogeneous Duffin–Schaeffer conjecture. The claim has no Lean formalization and no published specialist review.
The explanation
Take x = 0.3 and a target of 0.5. Multiply x by q = 1, 2, 3, and so on. Then measure how far q × x lands from 0.5 plus some whole number. For q = 1 the gap is 0.2. For q = 2 it is 0.1. For q = 4 it is 0.3, since 1.2 sits 0.3 from 1.5. For q = 5 the gap is exactly 0. The fixed target 0.5 is called the shift. Asking for small gaps of this kind is called inhomogeneous approximation (approximation aimed at a shifted target, not at whole numbers).
Now choose a tolerance ψ(q) for every q, any list of sizes you like. Call q a hit when the gap is smaller than ψ(q). The question is whether a typical x gets infinitely many hits. Here typical means almost every x: the exceptions take up zero total length on the number line. The paper lets that exceptional set depend on both the shift and the tolerancesSource 1.
When the tolerances shrink steadily, the answer was known long ago. Khintchine’s 1924 theorem covers the unshifted case. Szüsz extended this steady case to each fixed shift in 1958Source 2. Without steady shrinking, the problem changes, because many values of q can aim at almost the same spotsSource 3. For an unshifted target, the fractions with bottom 6 show this. Of 0/6 to 5/6, only 1/6 and 5/6 are new. The other four already appear with bottoms 1, 2 or 3. The count of new ones, 2 here, is Euler’s totient φ(6) (how many numbers below 6 share no factor with it).
Duffin and Schaeffer found this overlap problem in 1941. They proposed weighting each tolerance by φ(q)/qSource 4. Their conjecture says that if the sum of φ(q)ψ(q)/q is infinite, almost every x has infinitely many hits. Koukoulopoulos and Maynard proved it in 2020Source 5. A shift makes things harder. Ramírez built counterexamples in 2017 where the plain sum of tolerances is infinite but hits failSource 6. His examples have a finite weighted sum, so the weighted question stayed openSource 7.
That weighted question with a fixed shift was asked by Yu and later named the weak inhomogeneous Duffin–Schaeffer conjectureSource 8. Weak means any whole number may be used to reach the target. A stronger form asks for reduced fractions, and recent papers show that stronger form is false in generalSource 9. Beresnevich, Hauke and Velani proved the weak form for every rational shiftSource 10. What remained was an arbitrary irrational shift with tolerances that may be sparse and unevenSource 11.
The paper claims the full weak formSource 12. For every fixed real shift and every list of tolerances, an infinite weighted sum gives infinitely many hits for almost every xSource 13. In the example, the shift 0.5 is allowed, and so is any irrational shift. The tolerances need not shrink steadily. The paper also claims a finer version measured with Hausdorff measure (a way to size sets of zero length)Source 14.
The hard part is overlap. Two values of q that share large prime factors can aim at nearly the same points again and again. The paper says these repeated alignments are one of two separate obstacles it must controlSource 15. It handles them by revealing prime factors step by step and cancelling the most tightly linked overlaps.
The theorem has limits. It is a one-way test: it says nothing when the weighted sum is finiteSource 16. It does not count how many hits come before a given pointSource 16. It also does not require reduced fractions.
How sure is this? No Lean formalization is listed for this paper in the openai/math release. So no computer proof checker has checked it. The argument is long and new. No specialist review has been published.
What it doesn't show. This does not say what happens when the weighted sum is finite, and it does not cover the version that demands reduced fractions.
Where it came from
This result comes from an unreleased OpenAI model, published in the openai/math release on 6 October 2026.
Hype check
Major only if the long overlap argument holds. No Lean formalization is listed and no specialist review is published. It is a one-way test and does not cover the reduced-fraction version.
Words used
- Shift
- The fixed target, such as 0.5, that the multiples of x try to land near, up to whole numbers.
- Inhomogeneous approximation
- Approximation aimed at a shifted target rather than at whole numbers.
- Almost every
- True for all numbers except a set of zero total length on the number line.
- Euler’s totient
- φ(q), the count of numbers from 1 to q that share no factor with q.
- Tolerance
- The allowed gap ψ(q) for the multiplier q.
- Hausdorff measure
- A way to give a size to sets so thin that their ordinary length is zero.
The original paper
- The Weak Inhomogeneous Duffin–Schaeffer Conjecture (PDF, opens in a new tab) September 25, 2026
All quoted lines (16)
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The exceptional null set in the result below is allowed to depend on both of these data.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Szüsz extended the monotone theory to each fixed inhomogeneous shift; see also the precise modern formulation in.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Removing monotonicity changes the problem because many denominators can describe strongly overlapping approximation intervals.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Duffin and Schaeffer exhibited this obstruction in the homogeneous setting and proposed using reduced fractions with the weighted sum .
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Koukoulopoulos and Maynard proved their conjecture.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Ramírez constructed nonmonotone counterexamples for every prescribed countable collection of shifts.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
His constructions have finite totient-weighted sum, as noted in that paper, and thus leave the weighted question open.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
The fixed-shift weighted question appears explicitly in Yu and under the name weak inhomogeneous Duffin–Schaeffer conjecture in Chow and Technau.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
The coprime-numerator assertion is false in general: Hauke-Treuer, Maynard and Pollington construct counterexamples for every nonzero rational shift and certain Liouville shifts.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Beresnevich, Hauke and Velani establish the weak conjecture for every rational shift.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
The remaining task addressed by Theorem … is to retain a completely arbitrary fixed irrational shift together with arbitrarily sparse, nonmonotone approximation functions.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Theorem … resolves the weak inhomogeneous Duffin–Schaeffer conjecture positively, including every prescribed irrational shift.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
For every fixed and finite-valued , divergence of implies for infinitely many , for almost every .
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
The mass transference principle of Beresnevich and Velani gives the following Hausdorff-measure consequence.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
Second, large common primes can create correlated alignments repeatedly as different collections of rows begin to interact.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text -
The conclusion is a divergence statement, not a convergence converse or a quantitative asymptotic.
The Weak Inhomogeneous Duffin–Schaeffer Conjecture Back to text
Other sources
- A. Khintchine, “Einige Sätze über Kettenbrüche, mit Anwendungen auf die Theorie der Diophantischen Approximationen”, Mathematische Annalen 92 (1924), 115–125
- P. Szüsz, “Über die metrische Theorie der diophantischen Approximation”, Acta Mathematica Academiae Scientiarum Hungaricae 9 (1958), 177–193
- R. J. Duffin and A. C. Schaeffer, “Khintchine's problem in metric Diophantine approximation”, Duke Mathematical Journal 8 (1941), 243–255
- D. Koukoulopoulos and J. Maynard, “On the Duffin–Schaeffer conjecture”, Annals of Mathematics 192 (2020), 251–307
- F. A. Ramírez, “Counterexamples, covering systems, and zero-one laws for inhomogeneous approximation”, International Journal of Number Theory 13 (2017), 633–654
- H. Yu, “On the metric theory of inhomogeneous Diophantine approximation: An Erdős–Vaaler type result”, Journal of Number Theory 224 (2021), 243–273
- S. Chow and N. Technau, “Littlewood and Duffin–Schaeffer-type problems in Diophantine approximation”, Memoirs of the AMS 296 (2024), no. 1475
- V. Beresnevich, M. Hauke and S. Velani, “Borel–Cantelli, zero-one laws and inhomogeneous Duffin–Schaeffer”, arXiv:2406.19198 (2024)
- M. Hauke-Treuer, J. Maynard and A. Pollington, “Counterexamples to the inhomogeneous Duffin–Schaeffer Conjecture”, arXiv:2609.30921 (2026)
- Y. He and L. Liao, “Counterexamples to the inhomogeneous Duffin–Schaeffer conjecture for a residual set of shifts”, arXiv:2609.30870 (2026)
- openai/math release notes (2026): model provenance and review status
manuscripts and supporting proof artifacts produced by an internal OpenAI model
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