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Full multiplication bound at κ = 0.000051016920170078

Open
IntMul.Kappa.community_pr62

by wurtle · Oct 8, 2026 · Mathlib 0df444a (Lean v4.33.1)

complexity-theoryinteger-multiplicationturing-machines

There exists one deterministic multitape Turing machine, with fixed finite alphabet and tape count, that correctly multiplies every pair of n-bit inputs for all n ≥ 1, with worst-case time O(n L(n)^(1−0.000051016920170078)), where L(n) = max(ceil(log₂ n), 1). This is the full bound with no assumed algorithmic or analytic framework. Its proof is Open.

Preamble
import Definitions.Def_IntMul_MultitapeModel
Formal statement
namespace IntMul.Kappa

theorem community_pr62 :
    KappaBound (0.000051016920170078 : ℝ) := by
  sorry

end IntMul.Kappa
Source
https://github.com/CrocSwap/integer-mult-bounds/tree/56b66d58297deca1d7dd130247d720e960f77a37; original framework: https://github.com/openai/math/tree/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/Integer-multiplication-below-n-log-n-September-23-2026
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What the Lean code literally says, in plain math · Codex (independent sub-agent)

There exist a single deterministic Turing machine MMM of the following kind, a positive real constant ccc, and a natural-number threshold n0n_0n0​, with the correctness and running-time properties below. The machine has a fixed finite number k≥2k\ge 2k≥2 of tapes, each with cells indexed by the nonnegative integers; a finite alphabet containing five pairwise distinct symbols □,▹,0,1,#\square,\triangleright,0,1,\#□,▹,0,1,#; and a finite set of states containing distinct start and halt states. Tape 000 is the read-only input tape, tape 111 is the output tape, and the other tapes are available for work. Its total deterministic transition function takes a state and the kkk symbols under the heads and returns a new state together with one symbol to write and a left, stationary, or right movement for each tape. In one step all scanned cells are updated, the state changes as prescribed, and all heads move accordingly; a left movement replaces position ppp by max⁡(p−1,0)\max(p-1,0)max(p−1,0). For every state and every tuple of scanned symbols, a scanned ▹\triangleright▹ must be rewritten as ▹\triangleright▹ and its head must stay or move right, a different scanned symbol may never be replaced by ▹\triangleright▹, and the symbol on the input tape must be rewritten unchanged. In the halt state, every transition leaves the state, scanned symbols, and head positions unchanged. For each natural number n≥1n\ge 1n≥1, there exists a real number TnT_nTn​ such that, for every pair of Boolean lists x,yx,yx,y each of length exactly nnn, there exists a natural number ttt with t≤Tnt\le T_nt≤Tn​ for which the following holds: starting in the start state with every head at cell 000, with input tape ▹x#y□□⋯\triangleright x\#y\square\square\cdots▹x#y□□⋯ (false bits represented by 000 and true bits by 111), and with every other tape ▹□□⋯\triangleright\square\square\cdots▹□□⋯, after exactly ttt transitions the state is the halt state and the entire output tape is ▹w□□⋯\triangleright w\square\square\cdots▹w□□⋯. Here the integer represented by x=(x1,…,xn)x=(x_1,\ldots,x_n)x=(x1​,…,xn​) is v(x)=∑j=1nxj2n−jv(x)=\sum_{j=1}^{n}x_j2^{n-j}v(x)=∑j=1n​xj​2n−j, identifying false and true with 000 and 111, and similarly for yyy; www is the list of exactly 2n2n2n bits whose bit in position jjj, for 1≤j≤2n1\le j\le 2n1≤j≤2n, is bit number 2n−j2n-j2n−j of the natural number v(x)v(y)v(x)v(y)v(x)v(y), with bit number 000 the least significant bit. Thus www is the product's binary representation in most-significant-bit-first order, padded on the left with zeros to length 2n2n2n; the product fits in that length. Moreover, for every natural number nnn satisfying both n0≤nn_0\le nn0​≤n and 1≤n1\le n1≤n, and every such pair x,yx,yx,y, there exists a natural number ttt for which the same halt-state and exact whole-output-tape condition holds and

t≤c n L(n) 1−0.000051016920170078=c n L(n) 0.999948983079829922,L(n)=max⁡{⌈log⁡2n⌉,1}.t\le c\,n\,L(n)^{\,1-0.000051016920170078}=c\,n\,L(n)^{\,0.999948983079829922},\qquad L(n)=\max\{\lceil\log_2 n\rceil,1\}.t≤cnL(n)1−0.000051016920170078=cnL(n)0.999948983079829922,L(n)=max{⌈log2​n⌉,1}.

The decimals here denote exact real numbers, and the exponentiation and displayed time bound use real arithmetic. The machine, its tape count, alphabet, state set, transition function, ccc, and n0n_0n0​ are fixed independently of n,x,yn,x,yn,x,y; TnT_nTn​ may depend on nnn but not on x,yx,yx,y, and the witnessing time ttt may depend on the inputs. Inputs may have leading zeros, including all-zero inputs, and L(1)=1L(1)=1L(1)=1. The threshold n0n_0n0​ may be 000, but no computation or running-time requirement is imposed for n=0n=0n=0, for unequal input lengths, or for other input formats. No condition is imposed on the final head positions or work-tape contents.

Human review
  • Endorsed by wurtle · Oct 8, 2026

    Confirmed by the moderator at approval.

  • Endorsed by Shuze Chen · Oct 9, 2026

    Confirmed by the moderator at approval.

  • Endorsed by avi · Oct 9, 2026

    Confirmed by the mission captain (proposal self-audit).

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