Independent-set bounds in clique-free graphs

For fixed r≥4, must every finite K_r-free graph on n vertices with average degree d≥2 contain an independent set of size at least c_r n log(d)/d, with c_r>0 independent of n and d?

Why it matters and what counts as progress

Why it matters: Removing the log-log denominator would extend the triangle-free logarithmic independence scale to every fixed forbidden clique.

What counts as progress: Remove the log-log loss in the general average-degree bound, improve constants or prove a constructive version under stated assumptions.

How the problem developed

  1. 1981 · Partial result [1]

    Ajtai, Erdős, Komlós and Szemerédi Their sparse-graph theorem improved the Turán bound for graphs containing no large cliques; the strongest logarithmic conclusion concerned triangle-free graphs, not all fixed clique sizes.

  2. 25 Sept 2026 · Reported claim [2]

    OpenAI The preprint claims that for every fixed r≥4, a K_r-free graph with n vertices and average degree d≥2 has an independent set of size at least c_r n log(d)/d.

AI contribution

A logarithmic independence bound for clique-free graphs

OpenAI

Theorem 1.1 claims that for every fixed integer r ≥ 4, each finite K_r-free graph on n vertices with average degree d ≥ 2 has an independent set of size at least c_r n log(d)/d, with c_r > 0 independent of n and d. It removes a log-log denominator in the fixed-clique-size average-degree bound; the paper does not optimize c_r or give an efficient algorithm.

AI involvementAI-led
ImportanceMajor
Technical verificationFormal (Lean)
Human understandingFew
Reported

Sources

  1. Ajtai, Erdős, Komlós and Szemerédi, On Turán’s theorem for sparse graphs
  2. OpenAI: logarithmic independence bound for clique-free graphs
  3. A logarithmic independence bound for clique-free graphs
  4. Lean scope for the independence bound
  5. Erdős Problems: independent Lean claim audit
  6. OpenAI mathematics release account
Website timeline

Publication dates and editorial changes.