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The edge steps of the rational circuit are template-denoted, uniformly in the modulus N ∣ q ^ b (1 < N),…

Proved
NLogN.KIL.edgeSteps_toCircuit

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

complexity-theoryinteger-multiplicationkappa-improvement

The edge steps of the rational circuit are template-denoted, uniformly in the modulus N ∣ q ^ b (1 < N), with templates independent of q, b, N.

The following holds (Lean statement, in the scope of module Solutions.KIL5Tpl):

theorem NLogN.KIL.edgeSteps_toCircuit {R : Type*} [CommRing R] {W : ℕ} (C : QCircuit R m W) {q b N : ℕ}
    (hq : q.Prime) (hN : N ∣ q ^ b) (hN1 : 1 < N) (X : IMat m)
    (hg : GoodAtQ q ((C.den : ℚ)⁻¹ • ratM X)) :
    AModel.edgeSteps (C.toCircuit (q ^ b)) N X = (edgeTplQ C X).map (TStep.eval N)

Context. The lemma belongs to the part KIL5: the edge steps of the rational circuits are template-denoted: TStep m is a step template: a shift template (TSh) or a field transposition. The rational circuit QCircuit.toCircuit Q (AModelRat) takes as Lemma 10 data of a frame change X the integer lifts mod Q of the rational Bruhat factors ratFacQ A of A = D⁻¹ • X (facD Q D). Reduced mod N ∣ Q, these lifts are the reductions redQ N of the fixed rationals, so every step of edgeSteps is the evaluation at N of a template whose unit is ±|num|/den and whose controls are num/den of fixed rationals.

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_Defs18.

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

import Definitions.Def_IntMul_Kappa_K_Defs18

set_option autoImplicit false
set_option relaxedAutoImplicit false
set_option maxHeartbeats 1000000

set_option linter.unusedSimpArgs false
set_option linter.unnecessarySeqFocus false
open NLogN
open NLogN.KIL
open AModel AModelL12 AModelFac AModelRat
variable {m : ℕ}
Formal statement
theorem NLogN.KIL.edgeSteps_toCircuit {R : Type*} [CommRing R] {W : ℕ} (C : QCircuit R m W) {q b N : ℕ}
    (hq : q.Prime) (hN : N ∣ q ^ b) (hN1 : 1 < N) (X : IMat m)
    (hg : GoodAtQ q ((C.den : ℚ)⁻¹ • ratM X)) :
    AModel.edgeSteps (C.toCircuit (q ^ b)) N X = (edgeTplQ C X).map (TStep.eval N) := 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.KIL.edgeSteps_toCircuit` of the Lean development Solutions/KIL5Tpl.lean (lines 369–390), integer-multiplication-kappa campaign.

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