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Papers.AnsariRockelSteinmassl2026RhoGamma.ThetaPotential

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Lemma 3.5: the source potential, including its almost-everywhere derivative bound #

The library certificate has exactly the Lipschitz constant specified by the source.

theorem Papers.AnsariRockelSteinmassl2026RhoGamma.theta_auxiliary_potential (theta : ℝ) (ht : 0 < theta) :
have A := thetaCertificate theta ht; A.h 0 = thetaOffset theta ∧ (∀ (u v : ↑unitInterval), A.h ↑u + A.h ↑v ≤ (↑u - ↑v) ^ 2 - 1 / theta * |↑u - ↑v|) ∧ ∀ᵐ (x : Fin 2 → ↑unitInterval) ∂A.D.toMeasure, A.h ↑(x 0) + A.h ↑(x 1) = (↑(x 0) - ↑(x 1)) ^ 2 - 1 / theta * |↑(x 0) - ↑(x 1)|

Lemma 3.5: a genuine feasible potential, contact on the optimizer, and the source endpoint value.

Equation (37), with differentiability itself established almost everywhere.

theorem Papers.AnsariRockelSteinmassl2026RhoGamma.theta_discriminant_inequalities (theta : ℝ) (ht : 0 < theta) :
theta ^ 2 * thetaWidth theta ^ 2 ≤ 1 + 2 * theta ^ 2 * thetaOffset theta ∧ (1 + theta * thetaWidth theta) / 2 ≤ thetaAlpha theta

Lemma 3.7's discriminant and lower-root inequalities in the original theta variables.