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Theorem 5.3: kernel-corrected fourth-power value inequality

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mme_stothers_theorem53_global_value

by marwahaha · Aug 29, 2026 · Mathlib 777aaa6 (Lean v4.29.0-rc3)

algebraic-complexitycoppersmith-winogradlaser-methodmatrix-multiplication

Let KKK be an arbitrary field, let 2≤3τ≤32\le3\tau\le32≤3τ≤3, and let a,b∈R10a,b\in\mathbb R^{10}a,b∈R10 have strictly positive coordinates. Assume a∈Za\in Za∈Z, b∈Nb\in\mathcal Nb∈N, and a−ba-ba−b lies in the displayed two-dimensional kernel of QQQ. Write A=Qa/3A=Qa/3A=Qa/3, let nin_ini​ be the Table 1 multiplicities, and let viv_ivi​ be its ten cubed constituent-value bounds at q=6q=6q=6 and ρ=3τ\rho=3\tauρ=3τ.

Let

R=∏i=110(viai/3aiaibi−bi)ni∏j=08Aj−Aj.R=\prod_{i=1}^{10} \left(v_i^{a_i/3}a_i^{a_i}b_i^{-b_i}\right)^{n_i} \prod_{j=0}^{8}A_j^{-A_j}.R=i=1∏10​(viai​/3​aiai​​bi−bi​​)ni​j=0∏8​Aj−Aj​​.

For every fixed real VVV which is nonnegative and strictly smaller than RRR, the literal fourth power CW6⊗4CW_6^{\otimes4}CW6⊗4​ has tau-value at least VVV.

This is the interior, field-uniform and source-faithful exponential-rate form of Davie--Stothers Theorem 5.3 and Equation (5.3). The strict lower base accounts for subexponential losses in the finite extraction while retaining the full limiting rate needed for the numerical endpoint.

Preamble
import Definitions.Def_mme_stothers_fourth_data

open MME

universe u

set_option autoImplicit false
Formal statement
theorem mme_stothers_theorem53_global_value
    {K : Type u} [Field K]
    (tau : Real) (htauLower : 2 ≤ 3 * tau) (htauUpper : 3 * tau ≤ 3)
    (a b : Fin 10 → Real)
    (ha : MME.StothersFourth.InZ a)
    (hb : MME.StothersFourth.InN b)
    (haPos : ∀ i : Fin 10, 0 < a i)
    (hbPos : ∀ i : Fin 10, 0 < b i)
    (hsame : MME.StothersFourth.InY (fun i => a i - b i)) :
    ∀ V : Real, 0 ≤ V →
      V < MME.StothersFourth.globalRate 6 tau a b →
      HasTauValueAtLeast
        (MME.StothersFourth.cwFourthObj K 6) tau V := by
  sorry
Source
Davie and Stothers (2013), Theorem 5.3 and Equation (5.3), printed p. 368, https://www.maths.ed.ac.uk/~sandy/a11164.pdf.
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What the Lean code literally says, in plain math · gpt-5.6-sol

For every field KKK (in an arbitrary universe and with no characteristic restriction), every real number τ\tauτ, and every two real 101010-tuples a=(a0,…,a9)a=(a_0,\ldots,a_9)a=(a0​,…,a9​) and b=(b0,…,b9)b=(b_0,\ldots,b_9)b=(b0​,…,b9​), assume 2≤3τ≤32\le 3\tau\le 32≤3τ≤3; assume every aia_iai​ and every bib_ibi​ is both nonnegative and strictly positive; and, with

n=(1,2,2,2,1,1,2,2,1,1),n=(1,2,2,2,1,1,2,2,1,1),n=(1,2,2,2,1,1,2,2,1,1),

assume both ∑i=09niai=1\sum_{i=0}^9 n_i a_i=1∑i=09​ni​ai​=1 and ∑i=09nibi=1\sum_{i=0}^9 n_i b_i=1∑i=09​ni​bi​=1, together with

b2b72=b4b5b9,b3b7b8=b4b6b9.b_2b_7^2=b_4b_5b_9,\qquad b_3b_7b_8=b_4b_6b_9.b2​b72​=b4​b5​b9​,b3​b7​b8​=b4​b6​b9​.

Also assume that there exist real numbers s,ts,ts,t such that, for every i∈{0,…,9}i\in\{0,\ldots,9\}i∈{0,…,9},

ai−bi=s σi+t θi,σ=(0,0,1,0,−2,−2,0,2,0,−2),θ=(0,0,0,1,−2,0,−1,1,2,−2).a_i-b_i=s\,\sigma_i+t\,\theta_i, \qquad \sigma=(0,0,1,0,-2,-2,0,2,0,-2),\quad \theta=(0,0,0,1,-2,0,-1,1,2,-2).ai​−bi​=sσi​+tθi​,σ=(0,0,1,0,−2,−2,0,2,0,−2),θ=(0,0,0,1,−2,0,−1,1,2,−2).

Define rpow⁡(x,y)\operatorname{rpow}(x,y)rpow(x,y) to be the total real power with real base and real exponent used in the declaration, set

E=rpow⁡(12,3τ),H=rpow⁡(38,3τ),L=4 rpow⁡(6,3τ)(rpow⁡(6,3τ)+2),E=\operatorname{rpow}(12,3\tau),\qquad H=\operatorname{rpow}(38,3\tau),\qquad L=4\,\operatorname{rpow}(6,3\tau)\bigl(\operatorname{rpow}(6,3\tau)+2\bigr),E=rpow(12,3τ),H=rpow(38,3τ),L=4rpow(6,3τ)(rpow(6,3τ)+2),

and define the 101010-tuple vvv by

v0=1,v1=rpow⁡(24,3τ),v2=rpow⁡(220,3τ),v3=rpow⁡(936,3τ),v4=rpow⁡(1734,3τ),v5=4(E2+2L),v6=4(L+EH)(2H+L)H,v7=4(E+L)(2+2E+H),v8=(2H+L)2(2+2E+H)H,v9=4(E+L)2(2H+L)L.\begin{aligned} v_0&=1, & v_1&=\operatorname{rpow}(24,3\tau), & v_2&=\operatorname{rpow}(220,3\tau),\\ v_3&=\operatorname{rpow}(936,3\tau), & v_4&=\operatorname{rpow}(1734,3\tau), & v_5&=4(E^2+2L),\\ v_6&=\frac{4(L+EH)(2H+L)}{H}, & v_7&=4(E+L)(2+2E+H),\\ v_8&=\frac{(2H+L)^2(2+2E+H)}{H}, & v_9&=\frac{4(E+L)^2(2H+L)}{L}. \end{aligned}v0​v3​v6​v8​​=1,=rpow(936,3τ),=H4(L+EH)(2H+L)​,=H(2H+L)2(2+2E+H)​,​v1​v4​v7​v9​​=rpow(24,3τ),=rpow(1734,3τ),=4(E+L)(2+2E+H),=L4(E+L)2(2H+L)​.​v2​v5​=rpow(220,3τ),=4(E2+2L),

Let Q(a)=(Q0,…,Q8)Q(a)=(Q_0,\ldots,Q_8)Q(a)=(Q0​,…,Q8​) and mj=Qj/3m_j=Q_j/3mj​=Qj​/3, where

Q0=2a0+2a1+2a2+2a3+a4,Q1=2a1+2a5+2a6+2a7,Q2=2a2+2a6+2a8+a9,Q3=2a3+2a7+2a9,Q4=2a4+2a7+a8,Q5=2a3+2a6,Q6=2a2+a5,Q7=2a1,Q8=a0,\begin{aligned} Q_0&=2a_0+2a_1+2a_2+2a_3+a_4,& Q_1&=2a_1+2a_5+2a_6+2a_7,\\ Q_2&=2a_2+2a_6+2a_8+a_9,& Q_3&=2a_3+2a_7+2a_9,\\ Q_4&=2a_4+2a_7+a_8,& Q_5&=2a_3+2a_6,\\ Q_6&=2a_2+a_5,& Q_7&=2a_1,& Q_8&=a_0, \end{aligned}Q0​Q2​Q4​Q6​​=2a0​+2a1​+2a2​+2a3​+a4​,=2a2​+2a6​+2a8​+a9​,=2a4​+2a7​+a8​,=2a2​+a5​,​Q1​Q3​Q5​Q7​​=2a1​+2a5​+2a6​+2a7​,=2a3​+2a7​+2a9​,=2a3​+2a6​,=2a1​,​Q8​​=a0​,​

and set

R=(∏i=09[rpow⁡ ⁣(vi,ai3)rpow⁡(ai,ai)rpow⁡(bi,−bi)]ni)(∏j=08rpow⁡(mj,−mj)).R= \left(\prod_{i=0}^{9} \left[ \operatorname{rpow}\!\left(v_i,\frac{a_i}{3}\right) \operatorname{rpow}(a_i,a_i) \operatorname{rpow}(b_i,-b_i) \right]^{n_i}\right) \left(\prod_{j=0}^{8}\operatorname{rpow}(m_j,-m_j)\right).R=(i=0∏9​[rpow(vi​,3ai​​)rpow(ai​,ai​)rpow(bi​,−bi​)]ni​)(j=0∏8​rpow(mj​,−mj​)).

Let C6C_6C6​ be the order-three tensor over KKK, with each mode equal to the coordinate space K8K^8K8, given for its standard coordinate vectors e0,…,e7e_0,\ldots,e_7e0​,…,e7​ by

C6=∑r=05(e0⊗er+1⊗er+1+er+1⊗e0⊗er+1+er+1⊗er+1⊗e0)+e0⊗e0⊗e7+e0⊗e7⊗e0+e7⊗e0⊗e0,C_6= \sum_{r=0}^{5}\left( e_0\otimes e_{r+1}\otimes e_{r+1} +e_{r+1}\otimes e_0\otimes e_{r+1} +e_{r+1}\otimes e_{r+1}\otimes e_0\right) +e_0\otimes e_0\otimes e_7 +e_0\otimes e_7\otimes e_0 +e_7\otimes e_0\otimes e_0,C6​=r=0∑5​(e0​⊗er+1​⊗er+1​+er+1​⊗e0​⊗er+1​+er+1​⊗er+1​⊗e0​)+e0​⊗e0​⊗e7​+e0​⊗e7​⊗e0​+e7​⊗e0​⊗e0​,

and let

T=(C6⊠C6)⊠(C6⊠C6),T=(C_6\boxtimes C_6)\boxtimes(C_6\boxtimes C_6),T=(C6​⊠C6​)⊠(C6​⊠C6​),

where ⊠\boxtimes⊠ is the modewise Kronecker product: corresponding mode spaces are tensor-product spaces and the two tensor elements are sent to their interchanged modewise tensor product. Then, for every real VVV satisfying 0≤V<R0\le V<R0≤V<R, VVV has the following property (which itself again includes 0≤V0\le V0≤V): for every real ε>0\varepsilon>0ε>0 with no upper bound on ε\varepsilonε, and every cutoff N0∈NN_0\in\mathbb NN0​∈N, there exist N∈NN\in\mathbb NN∈N with N≥N0N\ge N_0N≥N0​, an otherwise unrestricted natural number kkk, and functions p,q,r:{0,…,k−1}→Np,q,r:\{0,\ldots,k-1\}\to\mathbb Np,q,r:{0,…,k−1}→N, such that the finite modewise direct sum

⨁ℓ=0k−1MK(pℓ,qℓ,rℓ)\bigoplus_{\ell=0}^{k-1} M_K(p_\ell,q_\ell,r_\ell)ℓ=0⨁k−1​MK​(pℓ​,qℓ​,rℓ​)

is a restriction of T⊠NT^{\boxtimes N}T⊠N, and

VN(1−ε)≤∑ℓ=0k−1rpow⁡ ⁣(((pℓqℓrℓ:N):R),τ).V^N(1-\varepsilon)\le \sum_{\ell=0}^{k-1} \operatorname{rpow}\!\left( \bigl((p_\ell q_\ell r_\ell:\mathbb N):\mathbb R\bigr),\tau\right).VN(1−ε)≤ℓ=0∑k−1​rpow(((pℓ​qℓ​rℓ​:N):R),τ).

Here MK(x,y,z)M_K(x,y,z)MK​(x,y,z) is the matrix-multiplication tensor with mode spaces K{0,…,x−1}×{0,…,y−1}K^{\{0,\ldots,x-1\}\times\{0,\ldots,y-1\}}K{0,…,x−1}×{0,…,y−1}, K{0,…,y−1}×{0,…,z−1}K^{\{0,\ldots,y-1\}\times\{0,\ldots,z-1\}}K{0,…,y−1}×{0,…,z−1}, and K{0,…,z−1}×{0,…,x−1}K^{\{0,\ldots,z-1\}\times\{0,\ldots,x-1\}}K{0,…,z−1}×{0,…,x−1}, and tensor ∑i<x,j<y,h<zeij⊗ejh⊗ehi\sum_{i<x,j<y,h<z}e_{ij}\otimes e_{jh}\otimes e_{hi}∑i<x,j<y,h<z​eij​⊗ejh​⊗ehi​; “is a restriction” means that there are three KKK-linear maps from the respective mode spaces of T⊠NT^{\boxtimes N}T⊠N to those of this direct sum whose induced tensor-product map sends the tensor of T⊠NT^{\boxtimes N}T⊠N exactly to the direct-sum tensor. The Kronecker power is defined by T⊠0T^{\boxtimes0}T⊠0 equal to the unit tensor object (each mode KKK, tensor 1⊗1⊗11\otimes1\otimes11⊗1⊗1) and T⊠(N+1)=T⊠T⊠NT^{\boxtimes(N+1)}=T\boxtimes T^{\boxtimes N}T⊠(N+1)=T⊠T⊠N; the scalar power VNV^NVN is the natural-number power, so V0=1V^0=1V0=1. The witnesses allow k=0k=0k=0, in which case the target is the zero tensor object and the displayed sum is empty, and they allow any of pℓ,qℓ,rℓp_\ell,q_\ell,r_\ellpℓ​,qℓ​,rℓ​ to be 000; the only requirement on the occurring powers NNN is cofinality expressed by the arbitrary cutoff N0N_0N0​, rather than the property holding for every sufficiently large NNN.

Human review
  • Endorsed by Shuze Chen · Aug 30, 2026

  • Endorsed by marwahaha · Aug 30, 2026

    Confirmed by the mission captain (proposal self-audit).

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