A counterexample to periodic tiling in dimension three
Proves a finite tile in three dimensions can tile space, yet never in a fully repeating pattern.
A tile here is a finite set of grid points whose shifted copies cover the grid with no overlaps. The periodic tiling conjecture said that any such tile can also tile in a pattern that repeats in every direction. It held in one and two dimensions but failed in some very large dimension. The paper builds a tile in three dimensions that tiles but never periodically, and a computer proof checker has a formal version. The same holds for its unit-cube version in ordinary space, even with any real shifts.
The explanation
Start on the number line. Take the tile F = {0, 2}, two points. Place copies of it at the shifts 0, 1, 4, 5, 8, 9, and so on, and the matching negative ones. The copy at 0 covers 0 and 2. The copy at 1 covers 1 and 3. The copies at 4 and 5 cover 4 to 7. Every whole number is covered exactly once. A tiling is this kind of exact cover by shifted copies of one tile. This tiling repeats with period 4, so it is periodic.
In the paper's sense, a tiling is fully periodic when its set of shifts repeats under a full grid of translations. The periodic tiling conjecture asks whether every tile that tiles at all also has a fully periodic tiling. Lagarias and Wang wrote down an explicit version for ordinary spaceSource 1. On the line, every tiling by a finite tile is periodic, by an argument of NewmanSource 2. Bhattacharya proved that every finite tile of the plane grid ℤ² has a periodic tilingSource 3. Greenfeld and Tao later disproved the conjecture in some sufficiently large dimensionSource 4. That left the gap between dimension three and their very large one.
The paper builds a finite tile T in ℤ³, the grid of integer triples. T tiles ℤ³, but no tiling by T is fully periodicSource 5. The same holds for T thickened by unit cubes in ordinary space ℝ³, even with any real shiftsSource 6. Since the cases of dimensions one and two are settled positively, three is the smallest possible dimension for this on the gridSource 7.
The proof follows Greenfeld and Tao's plan. It starts from a puzzle rule, like a Sudoku on an infinite strip of columns. The rule has a solution with every column nonconstant, but no such solution repeats verticallySource 8. The puzzle rules are then turned into tiling equations on the plane grid times a finite group. The obstacle is that finite group. A general finite group needs several generators, but a cyclic group fits into one extra integer coordinateSource 9. So the paper encodes the rules while keeping the finite part cyclicSource 10. The plane grid times a finite cyclic group is a quotient of ℤ³, which lets the tile move into three dimensionsSource 11.
How sure is this? Lean, a computer proof checker, has a formal statement of the counterexample. It also covers the claim that three is the least grid dimension. So the paper proves its main result, as far as the Lean statement matches the paper. The paper gives no practical bound on the tile's sizeSource 12. No specialist review of the paper is published.
What it doesn't show. This does not give a small or connected tile; the construction is huge, and the paper does not claim the tile is in one piece. It also does not say the tilings have no repeating direction at all, only that none repeats in every direction.
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: it settles a named conjecture in its lowest open dimension, and Lean has a formal statement of the result. The tile is enormous and not claimed to be connected. No specialist review is published.
Words used
- Translational tile
- A finite set whose shifted copies, with no turns, cover the whole space exactly once.
- Tiling
- A choice of shifts so that the shifted copies of the tile cover every point exactly once.
- Fully periodic
- Repeating under a full grid of translations, so the pattern repeats in every direction.
- ℤ³
- The grid of all points in space whose three coordinates are whole numbers.
- Cyclic group
- A finite group made by repeatedly adding one element, like the hours on a clock.
- Quotient
- A simpler space made by treating certain points of a larger space as the same.
- Unit-cube thickening
- The shape made by placing a 1 by 1 by 1 cube at each point of the tile.
The original paper
- A translational tile with no fully periodic tiling in dimension three (PDF, opens in a new tab) September 23, 2026 Formal proof listed
All quoted lines (12)
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An explicit Euclidean formulation appears in.
A translational tile with no fully periodic tiling in dimension three Back to text -
Newman's finite-state argument shows that the translation set of every tiling of by a finite tile is periodic.
A translational tile with no fully periodic tiling in dimension three Back to text -
Bhattacharya proved that every finite tile of admits a periodic tiling.
A translational tile with no fully periodic tiling in dimension three Back to text -
disproved the periodic tiling conjecture in sufficiently large dimension.
A translational tile with no fully periodic tiling in dimension three Back to text -
We construct a finite translational tile in that admits tilings but no fully periodic tiling.
A translational tile with no fully periodic tiling in dimension three Back to text -
Its unit-cube thickening has the same property in , even when arbitrary real translations are allowed.
A translational tile with no fully periodic tiling in dimension three Back to text -
For lattice tilings, dimension three is the smallest possible dimension for this conclusion.
A translational tile with no fully periodic tiling in dimension three Back to text -
The arithmetic word rule has two features: one such array exists with every column nonconstant, but no array with those properties has a vertical period.
A translational tile with no fully periodic tiling in dimension three Back to text -
The finite group matters as well: a general finite abelian group needs several generators, whereas a cyclic group can be represented by just the third integer coordinate.
A translational tile with no fully periodic tiling in dimension three Back to text -
The central construction here encodes the Sudoku constraints while keeping that finite factor cyclic.
A translational tile with no fully periodic tiling in dimension three Back to text -
The quotient-to-lattice reduction of explains the relevance of controlling the finite factor: times a finite cyclic group is a quotient of .
A translational tile with no fully periodic tiling in dimension three Back to text -
No practical bound on the size of the finite construction is required.
A translational tile with no fully periodic tiling in dimension three Back to text
Other sources
- openai/math, Lean scope note for family 155
The formalized counterexample is a finite tile in that tiles but has no complement invariant under a finite-index subgroup.
- 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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