Sharp counts in the Isolation Lemma for inclusion-free hypergraphs

How many weight assignments in [d]ⁿ isolate a unique minimum edge in a nonempty inclusion-free hypergraph, even when each edge has an arbitrary fixed real offset? The conjectured minimum is attained by the n singleton edges.

Why it matters and what counts as progress

Why it matters: The exact extremal count sharpens the probabilistic Isolation Lemma.

What counts as progress: The sharp lower count n∑ⱼ₌₀ᵈ⁻¹j^(n−1) for every such hypergraph and offset choice, or a hypergraph with fewer isolating assignments.

How the problem developed

  1. 24 Apr 2016 · Conjecture [1]

    Vance Faber and David G. Harris Conjectured that the singleton-edge hypergraph minimizes the number of isolating assignments; proved the conjecture in several special cases and asymptotically.

  2. 7 Jul 2026 · Proof [2]

    Vance Faber and David G. Harris, with ChatGPT assistance Proved the conjectured lower bound n∑ⱼ₌₀ᵈ⁻¹jⁿ⁻¹, attained by the n-singleton hypergraph, and extended it to arbitrary edge offsets.

AI contribution

The singleton hypergraph is extremal for the Isolation Lemma

Vance Faber, David G. Harris

For every nonempty inclusion-free hypergraph on n vertices, every d≥1 and arbitrary real edge offsets, Faber and Harris prove that at least n times the sum of j^(n−1) for j=0,…,d−1 assignments in [d]^n isolate a unique minimum edge. The n-singleton hypergraph attains equality.

AI involvementAI-centered
ImportanceNotable
Technical verificationFormal (human)
Human understandingFull
Paper date:

Sources

  1. Vance Faber and David G. Harris, Tight bounds and conjectures for the Isolation Lemma
  2. Vance Faber and David G. Harris, The singleton hypergraph is extremal for the Isolation Lemma
  3. Faber and Harris’s Isolation Lemma proof
Website timeline

Publication dates and editorial changes.