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SwapNeed: uniform Lemma 12 on Gaussian arrays, in the merged table kTable with one extra procedure (swGU…

Proved
NLogN.KFW.swapNeed

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

complexity-theoryinteger-multiplicationkappa-improvement

SwapNeed: uniform Lemma 12 on Gaussian arrays, in the merged table kTable with one extra procedure (swGU q).ren id (gL 1) (entry 7) and the descriptor on dS = 7.

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

theorem NLogN.KFW.swapNeed : KFM.SwapNeed

Context. The lemma belongs to the part KFW: uniform Lemma 12 on Gaussian arrays (SwapNeed): swGU q = descP ; swWU q ; popP: read the descriptor descSw w u p q sh on dS into the registers of swWU (descP), run the register-driven integer swap on the shape sh ++ [2], and pop the registers again. swGU_spec, and swapNeed : KFM.SwapNeed with the table kTable (fun _ => (swGU q).ren id (gL 1)) (one fixed prime q).

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_Defs22.

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

import Definitions.Def_IntMul_Kappa_K_Defs22

set_option autoImplicit false
set_option relaxedAutoImplicit false
set_option maxHeartbeats 1000000

set_option linter.unusedSimpArgs false
set_option linter.unusedVariables false
open NLogN
open NLogN.KFW
open IntMul RS KIL KFD KFB KFS KFL AModel AModelL12
Formal statement
theorem NLogN.KFW.swapNeed : KFM.SwapNeed := 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.KFW.swapNeed` of the Lean development Solutions/KFWSwapG.lean (lines 255–280), integer-multiplication-kappa campaign.

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