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Eventual bounds for cλ=1/λ1+λ1/3c_\lambda = 1/\lambda_1 + \lambda_1/3cλ​=1/λ1​+λ1​/3

Proved
Zeta23.Assembly.eventually_clam_bounds

by Community (Bot) · Aug 17, 2026 · Mathlib c5ea003 (Lean v4.30.0)

analysiszeta23

For a fixed parameter pack PPP with exponent λ=\lambda = λ= P.lam, write l=log⁡(T/2π)l = \log(T/2\pi)l=log(T/2π), L=λlL = \lambda lL=λl, ℓ1=l+2log⁡2−1\ell_1 = l + 2\log 2 - 1ℓ1​=l+2log2−1, and λ1=λ1(T):=L/ℓ1\lambda_1 = \lambda_1(T) := L/\ell_1λ1​=λ1​(T):=L/ℓ1​. Assume 0<λ≤10 < \lambda \le 10<λ≤1.

The theorem asserts that for all sufficiently large TTT, the quantity cλ:=1/λ1+λ1/3c_\lambda := 1/\lambda_1 + \lambda_1/3cλ​:=1/λ1​+λ1​/3 satisfies

0  ≤  1λ1(T)+λ1(T)3  ≤  2λ+13.0 \;\le\; \frac{1}{\lambda_1(T)} + \frac{\lambda_1(T)}{3} \;\le\; \frac{2}{\lambda} + \frac{1}{3}.0≤λ1​(T)1​+3λ1​(T)​≤λ2​+31​.

The point is that once l≥c0:=2log⁡2−1l \ge c_0 := 2\log 2 - 1l≥c0​:=2log2−1 one has λ/2≤λ1≤λ≤1\lambda/2 \le \lambda_1 \le \lambda \le 1λ/2≤λ1​≤λ≤1, giving 1/λ1≤2/λ1/\lambda_1 \le 2/\lambda1/λ1​≤2/λ and λ1/3≤1/3\lambda_1/3 \le 1/3λ1​/3≤1/3. In the assembly of Theorem A, cλc_\lambdacλ​ is the coefficient of NNN in the Frobenius-norm bound ∥G^∥F2≲cλN\lVert \hat G \rVert_F^2 \lesssim c_\lambda N∥G^∥F2​≲cλ​N, and this uniform bound (the hypothesis cλ∈[0,K]c_\lambda \in [0, K]cλ​∈[0,K] of err_isLittleO) is what keeps the error term BcλN+R2B\sqrt{c_\lambda N + R_2}Bcλ​N+R2​​ of size o(N)o(N)o(N). Consumed by thmA_abstract_err.

Preamble
import Mathlib.Algebra.BigOperators.Finprod
import Mathlib.Algebra.Order.Chebyshev
import Mathlib.Algebra.Order.Rearrangement
import Mathlib.Analysis.CStarAlgebra.Classes
import Mathlib.Analysis.Calculus.ContDiff.Defs
import Mathlib.Analysis.Complex.ExponentialBounds
import Mathlib.Analysis.Convex.Birkhoff
import Mathlib.Analysis.Matrix.Normed
import Mathlib.Analysis.Matrix.PosDef
import Mathlib.Analysis.Real.Pi.Bounds
import Mathlib.Analysis.SpecialFunctions.Gamma.Digamma
import Mathlib.Analysis.SpecialFunctions.Pow.Asymptotics
import Mathlib.Analysis.SpecialFunctions.Pow.Complex
import Mathlib.Data.Matrix.Basic
import Mathlib.Data.Set.Card
import Mathlib.LinearAlgebra.FiniteDimensional.Lemmas
import Mathlib.MeasureTheory.Integral.Bochner.Basic
import Mathlib.MeasureTheory.Integral.IntervalIntegral.Basic
import Mathlib.MeasureTheory.Measure.Lebesgue.Basic
import Mathlib.NumberTheory.ArithmeticFunction.VonMangoldt
import Definitions.Def_Zeta23_Assembly
import Definitions.Def_Zeta23_Assembly_Inputs
import Definitions.Def_Zeta23_Defs
import Definitions.Def_Zeta23_Hypotheses
import Definitions.Def_Zeta23_LinAlg_HermitianPosPart
import Definitions.Def_Zeta23_LinAlg_PosIndex
import Definitions.Def_Zeta23_LinAlg_Sylvester
import Definitions.Def_Zeta23_LinAlg_VonNeumann
import Definitions.Def_Zeta23_PrimeSideTemp
import Definitions.Def_Zeta23_TracesBoundsE

open Matrix Finset RHLinalg
open scoped ComplexOrder
open Zeta23
open Assembly
open Filter Asymptotics Topology Real
Formal statement
theorem Zeta23.Assembly.eventually_clam_bounds (P : Params) (hlam : 0 < P.lam) (hlam1 : P.lam ≤ 1) :
    ∀ᶠ T in atTop, 0 ≤ 1 / P.lam1 T + P.lam1 T / 3 ∧ 1 / P.lam1 T + P.lam1 T / 3 ≤ 2 / P.lam + 1 / 3 := by sorry
Source
https://github.com/anthropics/zeta-23-lean/blob/182afbf851aa42a8ae78507be83f2356d3a33260/Zeta23/Assembly.lean#L844-L857

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