Failure of integer-degree harmonic dimension comparison
Proves Yau's Euclidean bound on polynomial-growth harmonic functions fails under nonnegative Ricci curvature.
A harmonic function is a smooth function that equals its own average around every small sphere. On flat three-dimensional space, there are exactly (k + 1)² independent ones that grow no faster than distance to the power k. Yau asked if nonnegative Ricci curvature always keeps this count at or below the flat one. The first paper builds a counterexample in dimension 16, and Lean, a computer proof checker, has a formal statement of it. A companion paper claims counterexamples on three-dimensional space for every large k.
The explanation
On flat three-dimensional space, list the harmonic polynomials of degree at most 2. A harmonic function equals its own average around every small sphere. There is 1 constant. There are 3 linear ones: x, y and z. There are 5 independent quadratic ones, such as xy and x² − y². That makes 1 + 3 + 5 = 9. In general, degree at most k gives 1 + 3 + … + (2k + 1) = (k + 1)²Source 1. On flat space, a harmonic function that grows no faster than distance to the power k is such a polynomial.
Ricci curvature is a kind of average curvature. Nonnegative Ricci curvature means space does not spread out faster than flat space. The comparison problem asks whether nonnegative Ricci curvature always keeps the count at or below the flat count, for every whole-number kSource 2. Li and Tam proved the sharp bound for linear growth, k = 1. Colding and Minicozzi proved the count is finite for every degreeSource 3. Donnelly found failures at fractional degrees between one and two. Those do not decide the whole-number caseSource 4.
The first paper answers no. It builds a complete metric with nonnegative Ricci curvature in some even dimension n ≥ 8. This metric has more harmonic functions of growth at most k than flat spaceSource 5. It allows the choices n = 16 and k = 50000Source 6. The flat count there is about 4.68 × 10⁵⁸. The key idea is a cone whose cross-section slowly changes shape. On a cone, each angular direction carries one growth rate d, set by d(d + m − 1) = λ, where λ is an eigenvalueSource 7. On a round two-sphere, λ = l(l + 1) gives d = l. A moving cross-section lets one function use several rates in turn. The obstacle is that a tiny part in a faster direction can take over after a long stretchSource 8.
The second paper claims the same failure on three-dimensional space. For large k it builds metrics with at least c(k + 1)² harmonic functions, for any c below 9v/4Source 9. Here v, between 4/9 and 1, measures volume growth relative to flat space. With c = 2 and k = 10, that is at least 242 functions instead of 121. The metric is chosen after k and may depend on itSource 10.
How sure is this? Lean, a computer proof checker, has a formal statement of the first paper's result in dimension 16 at degree 50000. So that counterexample is proved, as far as the Lean statement matches the paper. The three-dimensional companion and the tangent-cone claims are not in the Lean scope. No specialist review is published.
What it doesn't show. This does not give one fixed metric that beats the count for every k; the metric depends on k. It does not overturn the known finite-dimensionality bounds, and the three-dimensional companion has no Lean check.
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, with a Lean statement of one counterexample. The metric depends on the degree, and the three-dimensional result is a claim without a Lean check. No specialist review is published.
Words used
- Harmonic function
- A smooth function equal to its own average around every small sphere.
- Polynomial growth
- Growing no faster than a fixed power of the distance from a base point.
- Ricci curvature
- An average of curvature over directions; nonnegative means volume grows no faster than in flat space.
- Asymptotic volume ratio
- How the volume of huge balls compares with flat balls of the same radius.
- Tangent cone at infinity
- The cone a space looks like when viewed from very far away.
- Eigenvalue
- A number λ for which some nonzero function is turned into λ times itself.
The original papers (2)
- A counterexample to integer-degree harmonic dimension comparison (PDF, opens in a new tab) September 25, 2026 Formal proof listed
- A Three-Dimensional Counterexample to Integer-Degree Harmonic Dimension Comparison (PDF, opens in a new tab) September 26, 2026
All quoted lines (10)
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For an integer , consists of harmonic polynomials of degree at most ; summing their homogeneous dimensions gives
A Three-Dimensional Counterexample to Integer-Degree Harmonic Dimension Comparison Back to text -
The integer-degree comparison problem asks whether forces for every integer .
A counterexample to integer-degree harmonic dimension comparison Back to text -
Colding and Minicozzi proved finite dimensionality at every fixed degree and later obtained bounds of the optimal order as grows.
A counterexample to integer-degree harmonic dimension comparison Back to text -
This subquadratic excess does not by itself establish an integer-degree violation.
A Three-Dimensional Counterexample to Integer-Degree Harmonic Dimension Comparison Back to text -
There are an even integer , an integer , and a complete smooth metric on such that and
A counterexample to integer-degree harmonic dimension comparison Back to text -
The exact finite spectral selection in Appendix … permits the choices and .
A counterexample to integer-degree harmonic dimension comparison Back to text -
On the metric cone over an -dimensional link, an angular eigenfunction of the nonnegative Laplacian with eigenvalue has a growing homogeneous harmonic mode , where
A counterexample to integer-degree harmonic dimension comparison Back to text -
The challenge is to arrange that succession exactly: an arbitrarily small component in an unwanted faster direction can dominate after a sufficiently long interval.
A counterexample to integer-degree harmonic dimension comparison Back to text -
For every and , there is an integer such that for every integer there is a complete smooth metric on , Euclidean near the origin, with , , and
A Three-Dimensional Counterexample to Integer-Degree Harmonic Dimension Comparison Back to text -
The metric is chosen after and may depend on it.
A Three-Dimensional Counterexample to Integer-Degree Harmonic Dimension Comparison Back to text
Other sources
- openai/math, Lean scope note for family 361
The construction uses dimension and degree .
- 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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