Unit distances: a simple question, an unexpected construction
An Erdős problem draws an answer from algebraic number theory.
OpenAI · Alon, Bloom, Gowers, Litt, Sawin, Shankar, Tsimerman, Wang & Matchett Wood
Where this stands
A reported counterexample with external mathematical examination. A research proof and a Lean formalization are distinct deliverables.
Start with the question
The problem
Place points in the plane. How many pairs can be exactly one unit apart? The long-standing conjecture predicted at most . Finding an infinite family with polynomially more refutes that prediction.
Before the news
Understand the mathematics
The established mathematics behind the story, step by step. What is new, and who claims it, follows below with sources.
The easy bounds
Points spaced one apart on a line already give unit distances, so is at least linear. For an upper bound, note that two unit circles meet in at most two points, so no two points can share three unit-distance neighbours. Turning that observation into a count is a problem about incidences between points and circles, and Spencer, Szemerédi and Trotter (1984) proved
which is still the best upper bound known.
Erdős’s grid
Take the integer grid and call a distance the unit, for a well-chosen integer . The pairs at that distance correspond to ways of writing , and when is a product of many primes of the form there are unusually many: the number of representations
can be as large as for a constant .
Scaling the grid so that becomes gives
Since , this is : barely more than linear. Erdős conjectured in 1946 that nothing does substantially better.
What a polynomial improvement means
The grid works because of the Gaussian integers : is the factorization , and many prime factors mean many such pairs. The new construction, per the companion paper, draws on algebraic number theory beyond this. If an infinite family of configurations achieves
the bound is false. The true growth rate then lies somewhere between and , and finding it remains open.
01
The old benchmark was the grid
Erdős posed the planar unit-distance problem in 1946. OpenAI’s announcement reports an infinite family beating the prevailing square-grid-based expectation by a polynomial factor. It attributes the construction to a general-purpose model being evaluated on research problems. [1]
02
External mathematicians explain the idea
The companion remarks are authored by mathematicians across combinatorics and number theory. They place the algebraic-number-theory construction in context. Their explanatory work is a separate contribution from the model-generated argument and provides a more useful route into the mathematics than the headline alone. [2]
03
A disproof does not give the final extremal answer
Refuting a proposed asymptotic bound need not determine the exact maximum number of unit distances for every n. The result changes what configurations can achieve and opens follow-up questions about the true growth rate. [2]
Inspect the evidence
The Lean formalization
No linked Lean artifact located in the reviewed release
The announcement links a proof and companion remarks, but does not link a Lean development. Read those documents for the argument and review context. This article does not label the result Lean-verified or substitute an illustrative code snippet for a formal proof.
Sources & further reading
Reviewed 9 Sept 2026. X permalinks were recovered from indexed posts and linked discussions; direct X pages were not consistently accessible. They document the conversation, not proof correctness.
- 1.
- 2.
- 3.
Work through it together
Discussion
Loading discussions…