Conditional integer multiplication: kappa > 2^-15. Community proofs, exact certificates and reproducible audits; assumes the OpenAI #109 framework.
TeX
233
5 commits
updated Oct 13, 2026
Research draft by Douglas Colkitt — conditional on the underlying manuscript and the written extensions supplied here.
This draft improves OpenAI's Integer multiplication below n log n (result family #109). In its fixed finite-alphabet Turing-machine model with a fixed number of one-dimensional tapes, the strongest supplied witness is
$$ T(n)=O!\left(n(\log n)^{1-\kappa}\right),\qquad \boxed{\kappa=\frac{83}{10^{12}}=8.3\times10^{-11}>2^{-34}}. $$
The simpler kappa = 2^-34 is a corollary. The witness remains below
2^-33. It increases the exponent saving by approximately 47.85 million
fold over our preceding published 2^-59 witness. The original manuscript
uses 2^-182. These compare asymptotic exponents, not practical runtimes.
Read the compact-control proof note (PDF) · Review the combined source patch · Inspect the exact certificate · Review guide and dependencies
This is a research claim supported by written proofs and reproducible checks. The complete upstream theorem is assumed; the new arguments have not received independent mathematical review or formal verification.
The new construction moves compact control fields instead of entire spaced
windows. For f selected axes, it replaces the layer's movement cost
O(V*((f*K)^tau+1)) by
$$ O!\left(V\bigl((f\log p)^\tau+1\bigr)\right). $$
The proof reserves temporary fields from existing address coordinates, allows arbitrary initial temporary values, restores them exactly, and charges exceptional-address repair at every recursion node. The temporary ranges remain complete through padding and recursive row splitting.
Removing K^tau removes the restriction responsible for the preceding
quadratic dependence on the finite-network saving. The bit network stays at
h=50. The original complex network is separately instantiated at h=25,
and a generalized stopping-depth guard completes the new parameter witness.
This is a change to the movement construction and its proof, beyond parameter
tuning of the preceding algorithm.
The exact minimum assembly margin is
$$ G_* = \frac{333833}{4\cdot10^{15}} = 8.345825\times10^{-11} > \kappa. $$
The remaining bottleneck is the complex layer's saving. With the fixed
h=25 complex motif and retained Gaussian/leaf inequalities, the scoped
ceiling is below 8.369598075e-11, hence below 2^-33. This is not a ceiling
for other networks or integer multiplication in general.
| Component | Evidence |
|---|---|
| Parameters, logarithm enclosures, final margins | Exact rational certificate |
| Dirty-control identities, inverses and repair | Finite exhaustive cases and seeded tests |
| Wider-control tape bound, reservations and recursion | Written general proofs |
| Separate complex arity and precision guard | Written proofs and exact accounting |
| Source integration | Combined patch, reference checks and manuscript build |
| Full upstream multiplication theorem | Assumed |
| Independent review / full formalization | Not supplied |
The review guide identifies the new proof obligations and their tests. Current research status is authoritative when older notes describe superseded barriers or hypothetical witnesses. The earlier artifacts remain available and unchanged.
With Python 3.11 or newer, Git and Make, run from the repository root:
make verify
git diff --exit-code -- certificates patches
No third-party Python packages or network access are needed for these checks. They regenerate the certificates and patches, run the tests, verify upstream hashes, and check each patch against the pinned manuscript. The second command checks exact regeneration on a clean checkout.
With Tectonic installed, rebuild the latest note using:
make compact-note
The output is artifacts/compact-control-note.pdf. The first PDF build may
download TeX resources. See reproducibility instructions
for applying the combined patch in a disposable copy and building older notes.
GitHub Actions runs the arithmetic and patch checks.
Passing tests does not establish the complete multiplication theorem; this
repository contains no full multiplication-machine implementation.
Each patch applies independently to the unmodified pinned source; they are alternatives, not a sequence to apply together. The result history records the earlier mechanisms and scoped ceilings.
| Patch | Conditional saving | Scope |
|---|---|---|
| frozen-154 | 2^-154 | Original network and recurrence exponents |
| balanced-153 | 2^-153 | Balanced assembly parameters |
| same-network-129 | 2^-129 | Original network, sharper recurrence comparison |
| h46-111 | 2^-111 | Smaller network, dyadic parameters |
| h46-109 | 2^-109 | Rational recurrence saving, strict final margin |
| h46-108 | 2^-108 | Variable stopping exponent |
| h46-rational | 5.8e-33 | Strongest supplied parameter-only witness |
| nonadjacent-layout | Original parameters retained | Routing proof and revised layout cost only |
| frozen-nonadjacent-107 | 2^-107 | Direct routing, original network and recurrence exponents |
| h46-nonadjacent-78 | 2^-78 | Direct routing with the h = 46 network |
| h46-nonadjacent-76 | 2^-76 | Direct routing with tuned dimension and stopping parameters |
| h46-shared-side-75 | 2^-75 | Stage-1/stage-3 side-role sharing, routing, and parameter tuning |
| h46-incidence-67 | 2^-67 | Rectangle incidence circuits, full auxiliary sharing, routing, and parameter tuning |
| h46-dag-63 | 2^-63 | Shared intermediate sums and reversible role allocation |
| h46-shared-point | 13*2^-66 | Cross-group sharing |
| h50-paired-59 | 2^-59 | Paired sums, stopped guard and tighter Gaussian setup |
| compact-control-34 | 83/10^12 > 2^-34 | Compact controls, complete reservations, local repair and separate complex arity |
Author: Douglas Colkitt. Research, implementation and drafting were performed with assistance from OpenAI Codex. The compact-control proposal originated with a separate research agent; the supplied note develops its tape, layout, repair and assembly arguments. AI assistance is not independent review or endorsement by OpenAI. No priority or unrestricted optimality claim is made.
The original manuscript is by OpenAI, pinned at commit
adc7f1241b42e322a6451854ab7e4b4c146bf78a. Source URLs and SHA-256 hashes are in
upstream/manifest.json. Files under upstream/ remain
unchanged; modifications are supplied as separate patches.
Use CITATION.cff and also cite the upstream manuscript. Until a release is archived, include the repository commit used. Licensed under Apache-2.0; see NOTICE and CONTRIBUTING.md.
2,662 followers · starred Oct 2026
158 followers · starred Oct 2026
264 followers · starred Oct 2026
39 followers · starred Oct 2026
Conditional integer multiplication: kappa > 2^-15. Community proofs, exact certificates and reproducible audits; assumes the OpenAI #109 framework.
TeX
233
5 commits
updated Oct 13, 2026
Research draft by Douglas Colkitt — conditional on the underlying manuscript and the written extensions supplied here.
This draft improves OpenAI's Integer multiplication below n log n (result family #109). In its fixed finite-alphabet Turing-machine model with a fixed number of one-dimensional tapes, the strongest supplied witness is
$$ T(n)=O!\left(n(\log n)^{1-\kappa}\right),\qquad \boxed{\kappa=\frac{83}{10^{12}}=8.3\times10^{-11}>2^{-34}}. $$
The simpler kappa = 2^-34 is a corollary. The witness remains below
2^-33. It increases the exponent saving by approximately 47.85 million
fold over our preceding published 2^-59 witness. The original manuscript
uses 2^-182. These compare asymptotic exponents, not practical runtimes.
Read the compact-control proof note (PDF) · Review the combined source patch · Inspect the exact certificate · Review guide and dependencies
This is a research claim supported by written proofs and reproducible checks. The complete upstream theorem is assumed; the new arguments have not received independent mathematical review or formal verification.
The new construction moves compact control fields instead of entire spaced
windows. For f selected axes, it replaces the layer's movement cost
O(V*((f*K)^tau+1)) by
$$ O!\left(V\bigl((f\log p)^\tau+1\bigr)\right). $$
The proof reserves temporary fields from existing address coordinates, allows arbitrary initial temporary values, restores them exactly, and charges exceptional-address repair at every recursion node. The temporary ranges remain complete through padding and recursive row splitting.
Removing K^tau removes the restriction responsible for the preceding
quadratic dependence on the finite-network saving. The bit network stays at
h=50. The original complex network is separately instantiated at h=25,
and a generalized stopping-depth guard completes the new parameter witness.
This is a change to the movement construction and its proof, beyond parameter
tuning of the preceding algorithm.
The exact minimum assembly margin is
$$ G_* = \frac{333833}{4\cdot10^{15}} = 8.345825\times10^{-11} > \kappa. $$
The remaining bottleneck is the complex layer's saving. With the fixed
h=25 complex motif and retained Gaussian/leaf inequalities, the scoped
ceiling is below 8.369598075e-11, hence below 2^-33. This is not a ceiling
for other networks or integer multiplication in general.
| Component | Evidence |
|---|---|
| Parameters, logarithm enclosures, final margins | Exact rational certificate |
| Dirty-control identities, inverses and repair | Finite exhaustive cases and seeded tests |
| Wider-control tape bound, reservations and recursion | Written general proofs |
| Separate complex arity and precision guard | Written proofs and exact accounting |
| Source integration | Combined patch, reference checks and manuscript build |
| Full upstream multiplication theorem | Assumed |
| Independent review / full formalization | Not supplied |
The review guide identifies the new proof obligations and their tests. Current research status is authoritative when older notes describe superseded barriers or hypothetical witnesses. The earlier artifacts remain available and unchanged.
With Python 3.11 or newer, Git and Make, run from the repository root:
make verify
git diff --exit-code -- certificates patches
No third-party Python packages or network access are needed for these checks. They regenerate the certificates and patches, run the tests, verify upstream hashes, and check each patch against the pinned manuscript. The second command checks exact regeneration on a clean checkout.
With Tectonic installed, rebuild the latest note using:
make compact-note
The output is artifacts/compact-control-note.pdf. The first PDF build may
download TeX resources. See reproducibility instructions
for applying the combined patch in a disposable copy and building older notes.
GitHub Actions runs the arithmetic and patch checks.
Passing tests does not establish the complete multiplication theorem; this
repository contains no full multiplication-machine implementation.
Each patch applies independently to the unmodified pinned source; they are alternatives, not a sequence to apply together. The result history records the earlier mechanisms and scoped ceilings.
| Patch | Conditional saving | Scope |
|---|---|---|
| frozen-154 | 2^-154 | Original network and recurrence exponents |
| balanced-153 | 2^-153 | Balanced assembly parameters |
| same-network-129 | 2^-129 | Original network, sharper recurrence comparison |
| h46-111 | 2^-111 | Smaller network, dyadic parameters |
| h46-109 | 2^-109 | Rational recurrence saving, strict final margin |
| h46-108 | 2^-108 | Variable stopping exponent |
| h46-rational | 5.8e-33 | Strongest supplied parameter-only witness |
| nonadjacent-layout | Original parameters retained | Routing proof and revised layout cost only |
| frozen-nonadjacent-107 | 2^-107 | Direct routing, original network and recurrence exponents |
| h46-nonadjacent-78 | 2^-78 | Direct routing with the h = 46 network |
| h46-nonadjacent-76 | 2^-76 | Direct routing with tuned dimension and stopping parameters |
| h46-shared-side-75 | 2^-75 | Stage-1/stage-3 side-role sharing, routing, and parameter tuning |
| h46-incidence-67 | 2^-67 | Rectangle incidence circuits, full auxiliary sharing, routing, and parameter tuning |
| h46-dag-63 | 2^-63 | Shared intermediate sums and reversible role allocation |
| h46-shared-point | 13*2^-66 | Cross-group sharing |
| h50-paired-59 | 2^-59 | Paired sums, stopped guard and tighter Gaussian setup |
| compact-control-34 | 83/10^12 > 2^-34 | Compact controls, complete reservations, local repair and separate complex arity |
Author: Douglas Colkitt. Research, implementation and drafting were performed with assistance from OpenAI Codex. The compact-control proposal originated with a separate research agent; the supplied note develops its tape, layout, repair and assembly arguments. AI assistance is not independent review or endorsement by OpenAI. No priority or unrestricted optimality claim is made.
The original manuscript is by OpenAI, pinned at commit
adc7f1241b42e322a6451854ab7e4b4c146bf78a. Source URLs and SHA-256 hashes are in
upstream/manifest.json. Files under upstream/ remain
unchanged; modifications are supplied as separate patches.
Use CITATION.cff and also cite the upstream manuscript. Until a release is archived, include the repository commit used. Licensed under Apache-2.0; see NOTICE and CONTRIBUTING.md.
2,662 followers · starred Oct 2026
158 followers · starred Oct 2026
264 followers · starred Oct 2026
39 followers · starred Oct 2026