probability-statistics / Gaussian geometry; partitions, kernel clustering

The Gaussian propeller conjecture

Theorem 1.1: for all d,kd,k, every measurable partition of Rd\mathbb R^d satisfies ∑i∥∫Aix dγd∥2≤9/(8π)\sum_i\|\int_{A_i}x\,d\gamma_d\|^2\le9/(8\pi), with equality for the propeller when d≥2d\ge2, k≥3k\ge3. The new step shows extremizers with five or more active cells cannot beat 9/(8π)9/(8\pi), using Ehrhard's inequality and residual-score estimates; four-cell configurations come from Heilman-Jagannath-Naor. Consequence stated: combined with the release's Unique Games theorem, NP-hardness of beating the factor (8π/9)(1−1/k)(8\pi/9)(1-1/k) for identity-target kernel clustering, k≥3k\ge3. Uniqueness of extremizers is not claimed.

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probability-statisticsSep 24, 2026Significance 30/100Registry: lean checked

The Gaussian propeller conjecture

Prior state unknown→proved

Theorem 1.1: for all d,kd,k, every measurable partition of Rd\mathbb R^d satisfies ∑i∥∫Aix dγd∥2≤9/(8π)\sum_i\|\int_{A_i}x\,d\gamma_d\|^2\le9/(8\pi), with equality for the propeller when d≥2d\ge2, k≥3k\ge3. The new step shows extremizers with five or more active cells cannot beat 9/(8π)9/(8\pi), using Ehrhard's inequality and residual-score estimates; four-cell configurations come from Heilman-Jagannath-Naor. Consequence stated: combined wi…

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Theorem 1.1: for all d,kd,k, every measurable partition of Rd\mathbb R^d satisfies ∑i∥∫Aix dγd∥2≤9/(8π)\sum_i\|\int_{A_i}x\,d\gamma_d\|^2\le9/(8\pi), with equality for the propeller when d≥2d\ge2, k≥3k\ge3. The new step shows extremizers with five or more active cells cannot beat 9/(8π)9/(8\pi), using Ehrhard's inequality and residual-score estimates; four-cell configurations come from Heilman-Jagannath-Naor. Consequence stated: combined with the release's Unique Games theorem, NP-hardness of beating the factor (8π/9)(1−1/k)(8\pi/9)(1-1/k) for identity-target kernel clustering, k≥3k\ge3. Uniqueness of extremizers is not claimed.

Theorem 1.1: for all d,kd,k, every measurable partition of Rd\mathbb R^d satisfies ∑i∥∫Aix dγd∥2≤9/(8π)\sum_i\|\int_{A_i}x\,d\gamma_d\|^2\le9/(8\pi), with equality for the propeller when d≥2d\ge2, k≥3k\ge3. The new step shows extremizers with five or more active cells cannot beat 9/(8π)9/(8\pi), using Ehrhard's inequality and residual-score estimates; four-cell configurations come from Heilman-Jagannath-Naor. Consequence stated: combined with the release's Unique Games theorem, NP-hardness of beating the factor (8π/9)(1−1/k)(8\pi/9)(1-1/k) for identity-target kernel clustering, k≥3k\ge3. Uniqueness of extremizers is not claimed.

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