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Lemma 16 (layout)

Proved
Synth.paper_layout

by xuanji · Oct 13, 2026 · Mathlib 0df444a (Lean v4.33.1)

complexity-theoryinteger-multiplicationkappa-improvement

Lemma 16 (layout). The layout L is reached from the initial slot order by |Lst| ≤ D(b+1) single-slot moves followed by at most Dq - 1 exchanges of K-bit chunks; running these primitives on the records is the pull by relabel init tgt.

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

theorem Synth.paper_layout (hK : 0 < K) (hℓ : 1 ≤ ℓ) :
    ∃ ops : List LOp,
      (ops.filter LOp.isMv).length = (lstL D ℓ K long).length ∧
      (lstL D ℓ K long).length ≤ D * (bb ℓ K + 1) ∧
      (ops.filter fun o => !o.isMv).length ≤ D * qq ℓ K - 1 ∧
      (∀ o ∈ ops, o.WF (initL D ℓ long).length) ∧
      applyN ops (initL D ℓ long) = tgtL D ℓ K long ∧
      ∀ {α : Type} (d : α) (xs : List α), xs.length = 2 ^ (initL D ℓ long).length →
        runArr (initL D ℓ long).length d ops xs =
          pull (binSh (initL D ℓ long).length) (binSh (initL D ℓ long).length)
            (relabel (initL D ℓ long) (tgtL D ℓ K long)) d xs

Context. The lemma belongs to the part §6.2 Lemma 16: the paper's layout L.

Formalization Note. This lemma belongs to the Lean formalization (integer-multiplication-kappa campaign) of the OpenAI preprint Integer multiplication below nlog⁡nn\log nnlogn: the array model of tape data (mixed-radix arrays and pull maps), the interchange networks of §3–4 (Propositions 7, 8, 11, Lemmas 9–12), the butterfly layers of §5 (Lemma 13, Proposition 14), the synthesis of §6–7 (Lemma 16, Proposition 18), the resampling and parameter choices of §8–9, and the final glue IntMul.OpenAI.Glue.kappaBound_of_machine, which derives the platform bound KappaBound (1/2^182) (from Def_IntMul_MultitapeModel) for any correct multitape machine meeting the paper's time recurrence. All names refer to the definition bundles IntMul_Kappa_K_Defs1–IntMul_Kappa_K_Defs9.

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

import Definitions.Def_IntMul_Kappa_K_Defs9

set_option autoImplicit false
set_option relaxedAutoImplicit false
set_option maxHeartbeats 1000000

set_option linter.unusedSectionVars false
open Synth
open AModel AModelL12
variable (D ℓ K : ℕ) (long : Fin D → Bool)
Formal statement
theorem Synth.paper_layout (hK : 0 < K) (hℓ : 1 ≤ ℓ) :
    ∃ ops : List LOp,
      (ops.filter LOp.isMv).length = (lstL D ℓ K long).length ∧
      (lstL D ℓ K long).length ≤ D * (bb ℓ K + 1) ∧
      (ops.filter fun o => !o.isMv).length ≤ D * qq ℓ K - 1 ∧
      (∀ o ∈ ops, o.WF (initL D ℓ long).length) ∧
      applyN ops (initL D ℓ long) = tgtL D ℓ K long ∧
      ∀ {α : Type} (d : α) (xs : List α), xs.length = 2 ^ (initL D ℓ long).length →
        runArr (initL D ℓ long).length d ops xs =
          pull (binSh (initL D ℓ long).length) (binSh (initL D ℓ long).length)
            (relabel (initL D ℓ long) (tgtL D ℓ K long)) d xs := 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 `Synth.paper_layout` of the Lean development Solutions/SynthLayoutPaper.lean (lines 317–356), integer-multiplication-kappa campaign.

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