Talagrand’s original-density covering conjecture

For a family D with p-product measure close to one on a finite ground set, must sets not contained in unions of a universal fixed number of members of D form a p-small family? This is Talagrand’s original-density covering formulation.

Why it matters and what counts as progress

Why it matters: The arbitrary-family statement is stronger than related selector conclusions and tests a discrete-convexity covering principle.

What counts as progress: A universal covering count and density threshold valid for every 0<p<1 and finite ground set, or a family violating the original formulation.

How the problem developed

  1. 23 Sept 2026 · Proof claim [1]

    OpenAI Claimed a universal integer k for the original-density discrete-convexity covering assertion, with a formalized instance using k=2⁷⁵ for arbitrary families and 0<p<1.

AI contribution

Sources

  1. OpenAI, Talagrand’s discrete-convexity conjecture
  2. Talagrand’s discrete-convexity conjecture
  3. OpenAI, Talagrand's discrete convexity conjecture
  4. OpenAI mathematics release and provenance
  5. Lean proof of OpenAI reports Talagrand’s original-density covering theorem
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