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Combinatorics

Order appears inside two-coloured networks

OpenAI research collection · 1 manuscript · Source checked 2026-10-19

The idea in plain language

Colour every connection in a sufficiently large complete network red or blue. The paper claims that a copy of a high-dimensional cube must appear with all its connections the same colour, using only a constant multiple of the cube's number of vertices.

Why it matters

This is a claim about the amount of structure forced by size alone. It does not say the entire network becomes orderly.

Read the technical source claim

Resolves the Burr–Erdős hypercube Ramsey conjecture: the two-color Ramsey number of the n-dimensional cube is Θ(2^n). Thus every red-blue coloring of a complete graph on a universal constant times the cube's number of vertices contains a monochromatic copy of the cube.

Read the manuscripts

Short excerpts below come from OpenAI's abstracts. The full abstract and original PDF preserve the paper's precise scope.

MANUSCRIPT 01

The hypercube Ramsey number has linear order

We prove that the two-color Ramsey number of the n-dimensional binary cube is at most C2^n, where C is an absolute constant. This resolves positively the hypercube Ramsey conjecture of Burr and Erdős.

This exact PDF is not listed in the imported formalization catalogue. Family scope notes may contain further information.

One signal in the wider AGI picture

New mathematical reasoning could help AI tackle harder scientific and computational problems. How reliably these skills transfer beyond mathematics will determine how much they contribute to general intelligence.

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