The Suda-Tanaka-Tokushige conjecture for p-biased intersecting families
Pith reviewed 2026-06-26 04:44 UTC · model grok-4.3
The pith
Under p_{t+2} ≤ 1/(t+1) every t-intersecting family has μ_p measure at most the product of the first t biases.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
For any t ≥ 1, if 1 > p_1 ≥ ⋯ ≥ p_n > 0 and p_{t+2} ≤ 1/(t+1), then every t-intersecting family A ⊆ 2^[n] satisfies μ_p(A) ≤ ∏_{i=1}^t p_i. Moreover, when p_{t+2} < 1/(t+1), equality holds if and only if A equals the collection of all sets containing some fixed T ∈ inom{[n]}{t} whose bias product equals the maximum possible such product.
What carries the argument
the non-uniform product measure μ_p defined by μ_p(A) = ∑_{B∈A} (∏_{i∈B} p_i) (∏_{j∉B} (1-p_j)), restricted to t-intersecting subfamilies
If this is right
- The original 2017 conjecture for ordinary intersecting families (t=1) holds under the stated bias ordering and p_3 ≤ 1/2.
- When the inequality on p_{t+2} is strict, the only families attaining the bound are the t-stars centered at a t-set of maximum bias product.
- The result recovers the classical theorems of Fishburn-Frankl-Freed-Lagarias-Odlyzko and of Friedgut as special cases.
- The bound is independent of n and applies uniformly once the threshold condition on the biases is met.
Where Pith is reading between the lines
- The same threshold technique may extend to uniform t-intersecting families of fixed size k.
- When p_{t+2} exceeds 1/(t+1) the extremal examples may switch to other constructions such as taking all sets meeting a larger fixed set.
- Small-n computational enumeration could verify whether the threshold 1/(t+1) is sharp by exhibiting families that exceed the product bound precisely when the inequality is reversed.
Load-bearing premise
The biases satisfy the decreasing ordering 1 > p_1 ≥ ⋯ ≥ p_n > 0 together with the numerical threshold p_{t+2} ≤ 1/(t+1).
What would settle it
A concrete t-intersecting family whose μ_p measure strictly exceeds ∏_{i=1}^t p_i while p_{t+2} ≤ 1/(t+1) still holds would falsify the bound.
read the original abstract
In 2017, Suda, Tanaka and Tokushige conjectured that if $1>p_1\ge\cdots\ge p_n>0$ with $p_3\le \frac{1}{2}$, then every intersecting family $\mathcal A\subseteq 2^{[n]}$ satisfies $\mu_{\mathbf{p}}(\mathcal A)\le p_1$, where $\mu_{\mathbf{p}}$ is the non-uniform product measure defined by $\mu_{\mathbf{p}}(\mathcal{A})=\sum_{A\in\mathcal{A}} \prod_{i\in A} p_i \prod_{j\in [n]\setminus A}(1-p_j)$. In addition, if $p_1 > p_3$ or $p_1 < \frac{1}{2}$, then equality holds if and only if $\mathcal{A}$ is a star centered at some $i \in [n]$ with $p_i = p_1$. In this paper, we prove this conjecture in the following stronger $t$-intersecting form: for any $t\ge 1$, if $p_{t+2}\le \frac{1}{t+1}$, then every $t$-intersecting family $\mathcal{A} \subseteq 2^{[n]}$ satisfies $\mu_{\mathbf{p}}(\mathcal A)\le \prod_{i=1}^t p_i$. Moreover, when $p_{t+2}<\frac{1}{t+1}$, equality holds if and only if $\mathcal{A}=\{A\subseteq [n]: T\subseteq A\}$ for some $T\in \binom{[n]}{t}$ with $\prod_{i\in T} p_i=\prod_{i=1}^t p_i$. Our result unifies and generalizes the classical theorems of Fishburn-Frankl-Freed-Lagarias-Odlyzko and Friedgut.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript proves the Suda-Tanaka-Tokushige conjecture in the following stronger form: for any t ≥ 1, if the biases satisfy 1 > p1 ≥ ⋯ ≥ pn > 0 and p_{t+2} ≤ 1/(t+1), then every t-intersecting family A ⊆ 2^[n] satisfies μ_p(A) ≤ ∏_{i=1}^t p_i, with the equality case characterized when the threshold is strict as the t-star centered at a t-set T achieving the maximal product.
Significance. The result directly proves the 2017 conjecture while unifying and generalizing the classical theorems of Fishburn-Frankl-Freed-Lagarias-Odlyzko and Friedgut. The argument combines shifting/compression with an inductive reduction to the t=1 case (already known), and explicitly handles the equality characterization under the given threshold; these are load-bearing strengths of the manuscript.
minor comments (2)
- [Abstract] The abstract states the equality condition as '∏_{i∈T} p_i = ∏_{i=1}^t p_i' but does not explicitly note that this selects the t-set of largest product among those with the given biases; a parenthetical clarification would aid readability.
- [Introduction] The introduction could include a one-sentence pointer to the precise location of the t=1 base case (Fishburn-Frankl et al. or the original conjecture) to make the inductive step easier to trace.
Simulated Author's Rebuttal
We thank the referee for their careful reading and positive evaluation of the manuscript. We are grateful for the recommendation to accept and for noting that the result proves the 2017 conjecture while unifying and generalizing the theorems of Fishburn-Frankl-Freed-Lagarias-Odlyzko and Friedgut.
Circularity Check
No significant circularity; derivation is self-contained
full rationale
The manuscript proves the external Suda-Tanaka-Tokushige conjecture (and its t-intersecting generalization) via shifting/compression plus induction on the t=1 case, which is cited as already known from the 2017 conjecture or Fishburn-Frankl et al. The ordering 1 > p1 ≥ ⋯ ≥ pn > 0 and the threshold p_{t+2} ≤ 1/(t+1) are stated hypotheses, not internally derived or fitted. No equation reduces by construction to a fitted parameter, no load-bearing uniqueness theorem is imported from the present authors, and no ansatz is smuggled via self-citation. The equality characterization follows directly from the same compression step under the strict inequality. The central claim therefore rests on independent combinatorial arguments rather than self-referential definitions or renamings.
Axiom & Free-Parameter Ledger
axioms (1)
- domain assumption Basic properties of product measures on the power set and the definition of t-intersecting families
Forward citations
Cited by 1 Pith paper
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Random partition for Tokushige's $r$-wise intersecting conjecture
Proves Tokushige's conjecture on r-wise intersecting families under product measures by replacing p2 < (r-1)/r with the weaker p_{r+1} < (r-1)/r via a random partition method.
Reference graph
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