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unpadAll_spec (KFU §2: padding / deletion of every field)

Proved
NLogN.KFU.unpadAll_spec

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

complexity-theoryinteger-multiplicationkappa-improvement

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

theorem NLogN.KFU.unpadAll_spec (S T : Shape) (hF : List.Forall₂ (· ≤ ·) S T) (hS : ∀ a ∈ S, 1 ≤ a)
    (w : ℕ) (ys : List ℤ) (hys : ys.length = AModel.vol T) (hb : Bnd w ys) (s : IState HS)
    (R : List Item) (h0 : s.G 0 = ints ys ++ R) :
    ∀ k ≤ S.length, IRuns I iprog (unpadAllC S T k) s
      (s.upd 0 (ints (extract (S.take k ++ T.drop k) T 0 ys) ++ R)) (k * cScan (AModel.vol T) w + 1)

Context. The lemma belongs to the part KFU §2: padding / deletion of every field: padAllC S T n runs one padding scan per field k < n (S ≤ T pointwise); after all |S| scans stack 0 holds embed S T 0 xs (padAll_spec). unpadAllC S T n runs the deletion scans and computes extract S T 0 ys (unpadAll_spec). Cost ≤ |S| · 10^4 (w+1)(2 vol T + 1).

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.KFU
open IntMul KFC KFT AModel AModelL12
variable {Pp : ℕ} {I : List Sym} {iprog : Fin Pp → IStmt HS Pp}
Formal statement
theorem NLogN.KFU.unpadAll_spec (S T : Shape) (hF : List.Forall₂ (· ≤ ·) S T) (hS : ∀ a ∈ S, 1 ≤ a)
    (w : ℕ) (ys : List ℤ) (hys : ys.length = AModel.vol T) (hb : Bnd w ys) (s : IState HS)
    (R : List Item) (h0 : s.G 0 = ints ys ++ R) :
    ∀ k ≤ S.length, IRuns I iprog (unpadAllC S T k) s
      (s.upd 0 (ints (extract (S.take k ++ T.drop k) T 0 ys) ++ R)) (k * cScan (AModel.vol T) w + 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.KFU.unpadAll_spec` of the Lean development Solutions/KFUPadAll.lean (lines 154–210), integer-multiplication-kappa campaign.

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