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One more level: a node of J over the level-k claim

Proved
NLogN.KFN.lv_succ

by xuanji · Oct 14, 2026 · Mathlib 0df444a (Lean v4.33.1)

complexity-theoryinteger-multiplicationkappa-improvement

One more level: a node of J over the level-k claim.

The following holds (Lean statement, in the scope of module Solutions.KFNInd):

theorem NLogN.KFN.lv_succ (hGc : GClass J A) (hrow : RowHyp Isym iprog K m r Z Ψ CR τ) (hCR : 0 ≤ CR) (hτ : 0 ≤ τ)
    (hW : 1 ≤ W) (hr : 1 ≤ r) (hΨm : Monotone Ψ) (hZΨ : ∀ v, Z + 2 ≤ Ψ v)
    {k Ek DWk Wk : ℕ} {ck : ℝ} (hck : 0 ≤ ck) (IH : Lv Isym iprog K W m r Z Ψ k Ek DWk Wk ck) :
    Lv Isym iprog K W m r Z Ψ (k + 1) (J.net.length + s * Ek)
      (s * (DWk + (Ek + 2) * W) + J.net.length * dwloc W A)
      (s * (DWk + (Ek + 2) * W) + J.net.length * dwloc W A +
        (DWk + (Ek + 2) * W + Ek + dwloc W A + 10) + Wk)
      ((s / W : ℝ) * ck + ((s + J.net.length : ℕ) : ℝ) *
        ((alN W A : ℝ) + CR * ((m : ℝ) ^ k + 1) ^ τ) + 1)

Context. The lemma belongs to the part KFN: the recursion over the levels.

Formalization Note. This lemma belongs to the item-language (IL) layer of the integer-multiplication-kappa campaign: tape-level programs (register programs over 64 item stacks of the NLogN multitape framework, definition bundles IntMul_HvdH_M_Defs1–IntMul_HvdH_M_Defs8) that implement the data-movement primitives of the OpenAI preprint Integer multiplication below nlog⁡nn\log nnlogn (field moves, row split/merge, shifts, the uniform Proposition 11 interchange, Lemma 12 with fine O(1)O(1)O(1)-per-element costs, Gaussian record primitives, Proposition 14 pieces) with exact list denotations from the array-model bundles IntMul_Kappa_K_Defs* and explicit cost bounds. All names refer to the definition bundles up to IntMul_Kappa_K_Defs20.

Preamble
-- OpenAI-preprint / κ-improvement development (integer-multiplication-kappa), generated by skeleton subtraction.

import Definitions.Def_IntMul_Kappa_K_Defs20

set_option autoImplicit false
set_option relaxedAutoImplicit false
set_option maxHeartbeats 1000000

set_option linter.unusedSimpArgs false
set_option linter.unusedVariables false
set_option linter.unusedSectionVars false
open NLogN
open NLogN.KFN
open IntMul RS AModel KIL KFD KFB KFG KFH Complex P8Lift Butterfly
variable {Pp : ℕ} {Isym : List Sym} {iprog : Fin Pp → IStmt HS Pp}
variable {K : ℕ}
variable {W m s : ℕ} (J : Prop8IfaceR W m s) {A r Z : ℕ} {Ψ : ℕ → ℕ} {CR τ : ℝ}
Formal statement
theorem NLogN.KFN.lv_succ (hGc : GClass J A) (hrow : RowHyp Isym iprog K m r Z Ψ CR τ) (hCR : 0 ≤ CR) (hτ : 0 ≤ τ)
    (hW : 1 ≤ W) (hr : 1 ≤ r) (hΨm : Monotone Ψ) (hZΨ : ∀ v, Z + 2 ≤ Ψ v)
    {k Ek DWk Wk : ℕ} {ck : ℝ} (hck : 0 ≤ ck) (IH : Lv Isym iprog K W m r Z Ψ k Ek DWk Wk ck) :
    Lv Isym iprog K W m r Z Ψ (k + 1) (J.net.length + s * Ek)
      (s * (DWk + (Ek + 2) * W) + J.net.length * dwloc W A)
      (s * (DWk + (Ek + 2) * W) + J.net.length * dwloc W A +
        (DWk + (Ek + 2) * W + Ek + dwloc W A + 10) + Wk)
      ((s / W : ℝ) * ck + ((s + J.net.length : ℕ) : ℝ) *
        ((alN W A : ℝ) + CR * ((m : ℝ) ^ k + 1) ^ τ) + 1) := by sorry
Source
OpenAI, Integer multiplication below n log n (preprint, 23 Sep 2026), https://github.com/openai/math/tree/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Integer-multiplication-below-n-log-n-September-23-2026. Lemma `NLogN.KFN.lv_succ` of the Lean development Solutions/KFNInd.lean (lines 136–273), integer-multiplication-kappa campaign.

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