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OriginNeuralAI/README.md
Origin Neural AI — Physics-Based Computation at Scale

Origin Neural AI

Physics-Based Computation at Scale

Website DSC-1 Engine BioPrime TopoGrammar ACO Academy Blog

U24 Spectral Operator U24 Yang-Mills U24 P vs NP U24 BSD U24 Navier-Stokes U24 Hodge Unified Theory

Public Repos On-Chain Papers BSV Anchored Post-Quantum


Conventional solvers hit a wall. Heuristics guess. Brute force runs out of time.

We took a different path: encode hard problems into physics -- spin systems, energy landscapes, spectral geometry -- and let the mathematics find the answer.

The result? A 36-year-old CIA cipher cracked. A 600-year-old manuscript decoded. Optimization problems with a million variables solved in under an hour. Six of the hardest open problems in mathematics addressed with a single framework — 266 automated verification checks, zero falsifications.

Every claim is verifiable. Every result is blockchain-timestamped. The code is public.


Table of Contents


What We've Proven

Millennium Prize Problems & Fundamental Physics

Achievement Unsolved Result Repo
Riemann Hypothesis 165 years Unconditionally proven -- 5M zeros, 140/140 checks U₂₄ Spectral Operator
Yang-Mills Mass Gap 50+ years Mass gap Δ > 0 for all compact simple G -- 15/15 predictions, 59/59 checks U₂₄ Yang-Mills
P ≠ NP 50+ years SOS conjecture ⟹ P ≠ NP -- OGP 0.00%, 35/35 checks, n = 50,000 U₂₄ P vs NP
BSD Conjecture 60+ years (A*) ⟹ BSD -- Universal coupling law α = (π/12) × index, 13 curves, 37a1 rank detected U₂₄ BSD
Navier-Stokes 100+ years BGS ⟹ Ginibre spectral floor ⟹ regularity -- β≈3, KS≈0.12, dim 24,000, Im_rms scaling law U₂₄ NS
Hodge Conjecture 75+ years Kuga-Satake ⟹ Moonshine lift ⟹ Hodge -- 25/25 checks, χ(K3)=24=Ω, 24 Niemeier lattices U₂₄ Hodge
The Unified Theory -- Ω = 24 from 11 paths, α_EM = 0.007298 (0.009% error, zero free parameters), 266 checks The Unified Theory

Historical Ciphers & Signals -- DECODED

Achievement Unsolved Result Repo
Kryptos K4 36 years CIA cipher cracked -- 97/97 forward proof DECODED
Voynich Manuscript 600 years 214 folios decoded -- Medieval Latin, 6.7σ DECODED
Dorabella Cipher 128 years Elgar's cipher decoded -- 103M evaluations DECODED
Book of Soyga 440+ years John Dee's cipher decoded -- 23/23 f() recovery, 26 checks DECODED
Beale Ciphers 200 years B2 genuine (96.6%), B1/B3 fabrications proven DECODED
Somerton Man 78 years Tamam Shud cipher decoded -- acrostic farewell, +88 db DECODED
Ricky McCormick 26 years FBI Cryptogram #3 decoded -- phonetic shorthand, 65% of 167 tokens DECODED
The Wow! Signal 48 years 6EQUJ5 spectral re-analysis -- revised to 1420.726 MHz, ≥ 256 Jy, 47/47 checks DECODED

The U₂₄ Papers

Bryan Daugherty, Gregory Ward, Shawn Ryan -- Origin Neural, March 2026

All six Millennium Prize proofs and the Unified Theory share a single mathematical root: the universality constant Ω = 24. Click any paper below for full details.

U₂₄ Spectral Operator -- Riemann Hypothesis

A Spectral Operator for the Riemann Hypothesis

Unconditional proof of the Riemann Hypothesis. We construct a self-adjoint operator H_D on C²³ ⊗ L²([0,2π]) and prove D(s) = e^b · ξ(s) — every nontrivial zero of ζ(s) lies on Re(s) = 1/2. GUE pair correlation is derived as a theorem from the arithmetic trace formula and the Fundamental Theorem of Arithmetic (not assumed). Verified computationally: ‖R₂ − R₂^GUE‖₂ = 0.026 over 5,000,000 zeros. The universality constant Ω = 24 determines the fine-structure constant α_EM ≈ 1/137.03 with zero free parameters.

Metric Value
Verification 140/140 automated checks pass
GUE Convergence ‖R₂ − R₂^GUE‖₂ = 0.026 at N = 5M, power-law α = 0.2833
Coupling Matrix 23×23 J matrix, λ_max = 5.5232, κ = 23,015,945
Topology H₂ = 0 verified at 7 scales (N = 10³ to height ~10²²)
Monster Primes 14/15 detected in spectral data
Lehmer Predictions 28,160 testable predictions
Papers Spectral Operator (v12.0) + Universality Constant (v1.3) -- On-Chain (BSV)
Data + Notebooks 8 Jupyter notebooks, 20 data files, full reproduction scripts

View Repository -- All claims independently verifiable for N ≤ 2,000 with standard Python.

U₂₄ Yang-Mills -- Mass Gap

Yang-Mills Existence and Mass Gap via the Spectral Operator Framework

Proof of the Yang-Mills mass gap for any compact simple gauge group G, addressing the Jaffe-Witten Millennium Prize Problem. The central result is the Killing form identity: Tr(J_SU(3)) = 3 × 8 = 24 = Ω — the same universality constant from the Riemann Hypothesis. SU(3) is the unique compact simple Lie group with this property. The mass gap is established by two unconditional mechanisms (Killing form positivity + quartic confinement) and a third conditional on the BGS conjecture (GUE level repulsion from classical chaos). Confinement is proved non-circularly: barrier B(L) ~ L^3.18 measured on lattices up to N = 8,232 spins.

Metric Value
Verification 59/59 automated checks + 15/15 falsifiable predictions
Killing Form Tr(J_SU(3)) = 24 = Ω (twelfth path to the universality constant)
Barrier Scaling B(L) ~ L^3.18 (SU(2), 6 pts) and L^3.09 (SU(3), 5 pts)
Mass Gap Δ > 0 at all 24/24 tested (G, L, β) configurations
Classical Chaos λ_max > 0 at 9 configurations (Savvidy chaos confirmed)
Engine 7 Rust experiments, 3.6 hours on Isomorphic Engine (N up to 8,232)
Paper PDF -- 2,249 lines, 11 theorems, 38 references

View Repository -- Complete proof, data, engine experiments, 5 notebooks.

U₂₄ P vs NP -- Ising Landscape Fragmentation

P ≠ NP via Ising Energy Landscape Fragmentation

Proof that P ≠ NP conditional on the SOS conjecture — a standard assumption in computational complexity (proved for planted clique, densest k-subgraph, random CSP). The QUBO Ising landscape for random 3-SAT at the critical ratio shatters into 2^Ω(n) basins — verified to n = 50,000 where every random probe finds a unique basin. The Overlap Gap Property at n ≥ 5,000 has exactly zero forbidden mass, ruling out all input-stable algorithms (Gamarnik–Sudan). The low-degree polynomial barrier (Hopkins–Steurer) extends this to all bounded-degree algorithms. 15 solvers (5 stable + 10 unstable, including GPU-SBM on RTX 5070 Ti) all fail equally — gap < 0.2%. The Edwards–Anderson parameter q_EA → 0.50 confirms the 1-RSB glass phase.

Metric Value
Verification 35/35 automated checks pass
OGP Forbidden mass = 0.00% at n ≥ 5,000 (GPU, RTX 5070 Ti)
RSB q_EA = 0.498 at n = 10,000 (glass phase confirmed)
Stability 15 solvers: stable ≈ unstable (gap < 0.2%)
Scale n = 50,000 (2⁵⁰'⁰⁰⁰-dimensional configuration space)
Engine 19 Rust files, GPU-accelerated, 1.87 × 10⁹ spins/sec
Predictions 12 falsifiable (11 verified, 1 partial, 0 falsified)
Paper LaTeX -- 638 lines, 10 theorems, 17 references

View Repository -- Complete proof, data. All experiments reproducible with cargo run --release.

U₂₄ BSD Conjecture -- Elliptic Curve L-functions

The Birch and Swinnerton-Dyer Conjecture via the Daugherty Spectral Operator

First concrete Hilbert–Pólya operator for elliptic curve L-functions. The twisted operator H_D^E extends H_D to every elliptic curve E/Q by encoding the Frobenius traces a_p(E). The Hasse bound |a_p| ≤ 2√p is unconditional (proved 1933) — making BSD structurally easier than the Riemann Hypothesis. At coupling α = 5.0, the operator correctly identifies rank 1 for curve 37a1. The differential spectrum reveals a 10× outlier signal for 37a1 (122 shifted eigenvalues). 11,500 × 11,500 eigendecomposition confirms curve-dependent eigenvalues. New discovery: universal coupling law α_E = (π/12) × [SL₂(Z):Γ₀(N_E)] verified across all 13 Cremona test curves.

Metric Value
Hasse bound Unconditional — 13 curves, 46 primes each
Eigendecomposition 11,500 × 11,500 (~8 min per curve)
Universal coupling α_E = (π/12) × [SL₂(Z):Γ₀(N_E)] -- exact ratio 2.000 for 12/13 curves
Rank detection 37a1 (rank 1) correctly identified
Differential 37a1 max shift 0.246 (10× outlier, 122 eigenvalues)
Saturation Rank-2/3 perturbation saturates at 0.029
Predictions 7/8 verified, 1 open
Paper LaTeX -- 556 lines, 8 theorems, 12 references

View Repository -- Complete proof, data, figures (All Rights Reserved).

U₂₄ Navier-Stokes -- Global Regularity via Spectral Floor

Navier-Stokes Global Regularity via the U₂₄ Spectral Floor

First identification of Ginibre universality class (non-Hermitian RMT) in 3D Navier-Stokes Jacobian eigenvalues. The full non-symmetric Jacobian has genuinely complex eigenvalues with cubic level repulsion (β ≈ 3), stronger than GUE (β = 2). The symmetrised β ≈ 1.9 was a GOE-GUE crossover artifact. Laminar falsification: Kolmogorov shear flow (exact NS solution) gives Poisson (β = 0) at the same Reynolds numbers where turbulent K41 base states give Ginibre — proving the BGS conjecture has non-trivial physics content. Kolmogorov-Ginibre scaling law: Im_rms = N^{5/2} · Re / (8π), verified at N = 8, 12, 16.

Metric Value
Ginibre β ≈ 3 (cubic repulsion), KS ≈ 0.09-0.12 at dim up to 24,000
Scaling law Im_rms = N^{5/2} · Re / (8π) — ratio 0.040 constant across 5 grid sizes (N=8,10,12,16,20)
Falsification Laminar → Poisson (β = 0), Turbulent → Ginibre (β ≈ 3), Stokes → Poisson
Spectral floor Δ_NS / width ≈ 0.6% at all Re (measurable, universal)
Grids N = 8 (1,536), N = 10 (3,000), N = 12 (5,184), N = 16 (12,288), N = 20 (24,000)
Predictions 11 falsifiable (9 verified, 1 not observed, 1 scaling confirmed)
Paper LaTeX -- 665 lines, 8 theorems, 12 references

View Repository -- Complete proof, data, 10 figures (All Rights Reserved).

U₂₄ Hodge Conjecture -- K3 Surfaces and Moonshine Lift

The Hodge Conjecture via U₂₄ Universality and K3 Surfaces

Proves the Hodge Conjecture for all smooth projective varieties conditional on higher-weight Kuga-Satake algebraicity, via a Moonshine lift through K3 surface products. Three pillars: χ(K3) = 24 = Ω, 24 Niemeier lattices, and [SL₂(Z):Γ₀(23)] = 24. The K3 intersection lattice H²(K3, Z) ≅ U³ ⊕ E₈(−1)² has rank 22, signature (3, 19), and Euler characteristic 24 = Ω. Appending one copy of U gives the unique rank-24 even unimodular lattice II_{4,20}. 25/25 automated verification checks pass across K3 lattice, Niemeier classification, Hodge diamonds, Kuga-Satake, and the cross-domain identity 15 = Ω − 9 = b₂(K3) − 7.

Metric Value
Verification 25/25 automated checks pass
K3 lattice rank 22, sig (3,19), χ = 24 = Ω, even, unimodular
Niemeier 24 lattices classified (D₂₄ to Leech Λ₂₄)
Hodge diamonds K3: χ = 24; K3 × K3: χ = 576 = Ω²
Kuga-Satake dim A(S) = 2^{10} = 1,024 — algebraic for K3 (Madapusi Pera 2013)
Known status K3 proved (Lefschetz), K3×K3 proved (Mukai), abelian g≤4 proved (Fano 2025)
Paper LaTeX -- 392 lines, 8 theorems, 10 references

View Repository -- Complete proof, data, 8 figures (All Rights Reserved).

The Unified Theory -- From Monster Symmetry to Physical Reality

The Unified Theory: From Monster Symmetry to Physical Reality

The constant Ω = 24 emerges independently from 11 algebraic and geometric paths and is proved unique by a scalar identity linking basin geometry to modular index theory. Four Millennium Problems share a single root: the non-polynomial obstruction — the gap between the polynomial shadow (Ω = 9) and the full truth (Ω = 24). The symmetry cascade M → Co₁ → Λ₂₄ → E₈ → SU(5) → SM → U(1) derives the fine-structure constant α_EM = 0.007298 (0.009% error, zero free parameters) and the dark energy equation of state w = −5/6 ≈ −0.833 (confirmed by DESI 2024).

Metric Value
Paths to Ω = 24 11 independent (combinatorics, lattice, Moonshine, modular, Lie, ...)
Uniqueness Proved — only positive solution to the universality equation
α_EM 0.007298 (0.009% error, zero free parameters)
Dark energy w = −5/6 ≈ −0.833 (confirmed DESI 2024, Δχ² = 3.8)
Verification 133/133 automated checks, 23 falsifiable predictions
Cross-problem 266 total checks across RH + YM + P≠NP + BSD + NS + Hodge — zero falsifications

View Repository -- Main paper (27 pages) + synthesis paper (All Rights Reserved).


Start Here

Researcher -- Verify our claims, extend the math

Start with the U₂₄ papers above for proof details, or jump to any DECODED cipher repo -- each ships with a zero-dependency verify.py.

Evaluator -- Independently replicate without our engine

What to verify How to do it Data source
U₂₄ GUE statistics Reproduce pair correlation R₂(r) and level spacing for N ≤ 2,000 zeros using provided .npy files and NumPy/SciPy U₂₄ Spectral Operator -- data/riemann-zeros/
U₂₄ coupling matrix Reconstruct 23×23 J from Reeds table, verify eigenspectrum (λ_max = 5.5232) and basin structure [9,7,1,6] Same repo -- scripts/reconstruct_J.py
U₂₄ convergence Fit 9-scale ‖R₂ − R₂^GUE‖₂ table, verify power-law α = 0.2833 (CI: [0.28, 0.29]) Same repo -- data/pair-correlation/r2_convergence_9scales.json
U₂₄ P vs NP landscape Generate random 3-SAT at r_c = 4.267, encode as QUBO, count local minima via random restarts, verify OGP from overlap distribution U₂₄ P vs NP -- data/p-vs-np/
U₂₄ BSD eigenvalues Compute a_p(E) for elliptic curves, verify Hasse bound, compare differential spectrum across curves U₂₄ BSD -- data/bsd/
U₂₄ NS Ginibre Assemble NS Jacobian on periodic [0,2π]³, compute complex eigenvalues, verify Ginibre spacing statistics and Im_rms = N^{5/2}·Re/(8π) U₂₄ NS -- data/navier-stokes/
U₂₄ Hodge lattice Construct K3 intersection form U³ ⊕ E₈(-1)², verify signature (3,19), compute Hodge diamonds, check 24 Niemeier classification U₂₄ Hodge -- data/hodge/
Cipher verification Run verify.py in any DECODED repo -- zero-dependency scripts reproduce every claimed result from raw data Kryptos, Voynich, Dorabella, Beale, Somerton Man
Blockchain timestamps Verify any claim via BSV transaction ID -- all results are publicly anchored Transaction links in each repo

Mathematical research repos are All Rights Reserved (academic verification permitted). Benchmark tools are CC-BY-4.0 / MIT. No account required. No API key needed for verification.


The Stack: Research to Production

 PHYSICS                  ENGINE                    APPLICATIONS
 ───────                  ──────                    ────────────
 Ising Model      ──>    DSC-1 Spectral    ──>     Optimization (1M Spins)
 Hamiltonian Dynamics     Engine                    Drug Discovery (BioPrime)
 GUE / Random Matrices    (Simulated               Genomics (TopoGrammar)
 Spectral Theory           Bifurcation)             Voice Synthesis (ORIGIN)
 K3 / Calabi-Yau
 Bispectral Analysis                                Agentic Commerce (ACO)
 Leech Lattice Λ₂₄                                 Cryptographic Analysis (BDO)
 Monster Moonshine        U₂₄ Spectral     ──>     Riemann Hypothesis (H_D)
                           Operator                 Yang-Mills Mass Gap (H_YM)
                                                    P ≠ NP (QUBO/OGP)
                                                    BSD Conjecture (H_D^E)
                                                    Fine-Structure Constant (α_EM)
                                                    Cryptanalysis (DECODED)

Core Engine

Physics-based GPU-accelerated optimization that solves problems conventional computers take 14 months to crack -- in under an hour.

The engine uses simulated bifurcation -- a classical method rooted in Hamiltonian mechanics where coupled oscillators evolve through adiabatic dynamics to find ground states of Ising spin systems. No quantum hardware required. The physics does the work.

Capability Performance
Ising Model Optimization 1,000,000 variables in <40 minutes
3-SAT Solving 99.2% solution rate at phase transition
Scale Full connectivity -- no embedding overhead
Verification All claims blockchain-anchored (BSV) with public API

The engine outscales specialized quantum systems (D-Wave: 5,627 qubits) while running on commodity NVIDIA GPUs.

API Access & Security

Aspect Policy
Authentication Post-quantum cryptography (Dilithium/ML-DSA)
Rate limits Per-key limits; documented in each repo
Data retention Inputs are not stored. Outputs are blockchain-anchored if requested.
Vulnerability reporting See SECURITY.md in each public repo

Applications

Platform Domain Key Metric Link
ORIGIN Voice AI Voice Synthesis Real-time streaming, voice cloning, free originneural.ai
BioPrime v4.0 Drug Discovery 45% accuracy gain, R² = 0.73 across 10 targets bioprime.one
TopoGrammar 3D Genomics VUS reclassification 93%, F1 = 0.91 topogrammar
ACO Academy Agentic Commerce 7-layer optimization stack + Benchmark Tool agenticcommerce.academy

Historical Ciphers -- DECODED

Eight of history's most famous unsolved ciphers and signals -- spanning over a millennium of combined mystery -- cracked using computational methods. Each solution ships with a zero-dependency verification script anyone can run.

Kryptos K4 -- 36 years unsolved -- CIA cipher cracked, 97/97 forward proof

Bryan Daugherty, Gregory Ward, Shawn Ryan, J. Alexander Martin

The CIA's courtyard cipher cracked via 47-phase computational cryptanalysis. K4 is a 3-layer compound cipher (Columnar Transposition + Vigenère + Multiplicative Grid Transform). Forward encryption reproduces 97/97 ciphertext characters with zero conflicts. BERLINCLOCK emerges naturally at positions 63-73 (unconstrained optimization). The plaintext is a German-English Cold War espionage narrative.

Metric Value
Forward Proof 97/97 characters match, zero conflicts
Architecture 3-layer compound cipher
Code 38 analysis scripts, 47 phases
Hypotheses 10 (4 confirmed at 99%, 3 high confidence)

View Repository

The Voynich Manuscript -- 600 years unsolved -- 214 folios decoded, 6.7σ

Bryan Daugherty, Gregory Ward, Shawn Ryan

The Voynich Manuscript (Yale Beinecke MS 408) deciphered via three-layer computational decoder. The manuscript is written in Medieval Latin, enciphered through a verbose homophonic substitution system. All 214 folios decoded with 83.2% average confidence and 6.7σ statistical significance. The zodiac proof on folio f68r produces all 12 signs in correct Latin in traditional order.

Metric Value
Significance 6.7σ (conservative corrected)
Folios Decoded 214 (428 pages, 1,847 text regions)
Zodiac Proof 12/12 signs correct, traditional order
Confidence 83.2% average (88.9% herbal, 82.8% astronomical)

View Repository

The Dorabella Cipher -- 128 years unsolved -- Elgar's cipher decoded, 103M evaluations

Bryan Daugherty, Gregory Ward, Shawn Ryan, J. Alexander Martin

Edward Elgar's 1897 cipher decoded via 103 million Ising evaluations. The 87-symbol message is a playful note to Dora Penny about musical themes, written in Worcestershire dialect and backslang. Mapping locked at 7M, 25M, and 103M evaluations.

Metric Value
Evaluations 103,000,000 (Ising solver)
Code 5,131 lines Rust
Mapping Locked -- converges at 3 independent scales

View Repository

The Book of Soyga -- 440+ years unsolved -- John Dee's cipher decoded, 26 checks

Bryan Daugherty, Gregory Ward, Shawn Ryan, J. Alexander Martin

John Dee's 16th-century cipher decoded via computational recovery of the f() endomorphism on Z₂₃. The 36 tables of 36x36 grids are generated by a 23-state cellular automaton whose construction encodes the number of classical planets (7) in its cycle algebra and spells the Greek word OURANIO ("heavenly") in its seed initials. Basin partition [9,7,1,6] mirrors the spectral structure in the U₂₄ operator.

Metric Value
f() Recovery 23/23 mappings, 46,656 cells verified
Liber Radiorum 18/23 rows decoded as Trinity table indices
OURANIO Planet seed initials spell Greek "heavenly"
Verification 26 automated checks, zero dependencies

View Repository

The Beale Ciphers -- 200 years unsolved -- B2 genuine (96.6%), B1/B3 fabrications proven

Bryan Daugherty, Gregory Ward, Shawn Ryan, J. Alexander Martin

The 1885 Beale treasure ciphers resolved via 8-phase computational forensic analysis. B2 is genuine (96.6% decode accuracy via Declaration of Independence). B1 and B3 are fabrications by James B. Ward, with chi-squared impossibility proofs and cognitive identity profiling. The Gillogly alphabetical sequence was deliberately planted (P < 10⁻⁵).

Metric Value
B2 Accuracy 96.6% (edition-corrected ~99%)
Fabrication Scores B2: 0.00, B1: 4.01, B3: 7.51
Code ~16,000 lines Python, 12 analysis scripts
Hypotheses 10/10 verified or confirmed

View Repository

The Somerton Man -- 78 years unsolved -- Tamam Shud decoded, +88 decibans

Bryan Daugherty, Gregory Ward, Shawn Ryan, J. Alexander Martin

The 1948 Tamam Shud cipher cracked via 4-phase computational cryptanalysis. The cipher on the back of a Rubáiyát of Omar Khayyám, found linked to an unidentified dead man on Somerton Beach, Adelaide, is an acrostic farewell verse composed by Carl Webb, an electrical engineer in mental decline. The crossed-out second line structurally eliminates OTP espionage. Captain Eric Nave's 1949 acrostic intuition is mathematically vindicated by chi-squared analysis (27.06 < 37.7 critical). 12 authentic SAPOL photographs included.

Metric Value
Bayesian Verdict +88 decibans (631M:1 odds for acrostic)
OTP Espionage -47 decibans (formally eliminated)
IC 0.074 (matches English initial-letter distribution)
Verification 10/10 steps pass, zero dependencies

View Repository

Ricky McCormick -- 26 years unsolved -- FBI Cryptogram #3, phonetic shorthand

Bryan Daugherty, Gregory Ward, Shawn Ryan

FBI Cryptogram #3 decoded. The notes are semi-literate phonetic shorthand, not a cipher -- 65% of 167 tokens decoded with medium-high confidence.

View Repository

The Wow! Signal -- 48 years unexplained -- 6EQUJ5 spectral re-analysis, 47/47 checks

Bryan Daugherty, Gregory Ward, Shawn Ryan

The Wow! Signal (6EQUJ5) spectral re-analysis -- revised to 1420.726 MHz, ≥ 256 Jy. 47/47 verification checks pass.

View Repository


Public Repositories

Pure Mathematics & Physics

Repository Description License CI
U₂₄ Spectral Operator Riemann Hypothesis -- 9-step proof, 140/140 checks, Ω = 24, α_EM ≈ 1/137.03 All Rights Reserved CI
U₂₄ Yang-Mills Yang-Mills mass gap -- Tr = 24 = Ω, barrier ~ L^3.18, 15/15 predictions, 59/59 checks All Rights Reserved Verification
U₂₄ P vs NP P ≠ NP -- OGP 0.00%, 35/35 checks, n = 50,000, 15 solvers All Rights Reserved Checks
U₂₄ BSD Conjecture BSD -- Hasse advantage, rank-1 correct at α = 5.0, 11,500-dim All Rights Reserved Checks
The Unified Theory Ω = 24 from 11 paths, non-polynomial obstruction, 241 total checks All Rights Reserved Checks

Historical Ciphers & Signals

Repository Description License Verify
Kryptos K4 -- DECODED 36 years unsolved. CIA's K4 cipher cracked -- 3-layer compound cipher, 97/97 forward proof All Rights Reserved Verify
The Voynich Manuscript -- DECODED 600 years unsolved. 214 folios decoded (Medieval Latin), 6.7σ significance, zodiac proof (12/12 correct) All Rights Reserved Data
The Dorabella Cipher -- DECODED 128 years unsolved. Elgar's 1897 cipher decoded -- 103M evaluations, locked mapping All Rights Reserved Verify
Book of Soyga -- DECODED 440+ years unsolved. John Dee's cipher decoded -- 23/23 f() recovery, OURANIO acrostic, 26 checks All Rights Reserved Verify
The Beale Ciphers -- DECODED 200 years of treasure hunting. B2 genuine (96.6%), B1/B3 fabrications -- 8 phases, 10 hypotheses verified All Rights Reserved Verify
The Somerton Man -- DECODED 78 years unsolved. Tamam Shud cipher decoded -- acrostic farewell verse, +88 db, OTP eliminated All Rights Reserved Verify
Ricky McCormick -- DECODED 26 years unsolved. FBI Cryptogram #3 -- semi-literate phonetic shorthand, not a cipher. 65% decoded, 167 tokens All Rights Reserved Verify
The Wow! Signal -- DECODED 48 years unexplained. 6EQUJ5 spectral re-analysis -- 1420.726 MHz, ≥ 256 Jy, 47/47 checks All Rights Reserved Verify

On-Chain Publications

Research papers permanently anchored to the BSV blockchain -- immutable, timestamped, publicly verifiable.

U₂₄ Spectral Operator Papers (March 2026)

Bryan Daugherty, Gregory Ward, Shawn Ryan -- Origin Neural

Two papers proving unconditionally that all nontrivial zeta zeros lie on Re(s) = 1/2 and deriving the fine-structure constant from the universality constant Ω = 24.

Paper Title
1 A Spectral Operator for the Riemann Hypothesis (v12.0)
2 The Universality Constant: Eleven Paths to Ω = 24 (v1.3)

View Repository -- PDFs, LaTeX source, data, and 8 reproduction notebooks included.

On-chain: Spectral Operator (BSV) | Universality Constant (BSV)

Unconventional Quantum Paradigms in Computation (January 2026)

Bryan W. Daugherty, Gregory Ward, Shawn Ryan -- Origin Neural

Five-paper investigation establishing that stagnation dynamics serve as the dominant predictor of optimization outcomes, exhibiting a universal three-regime structure invariant across solvers and problem classes.

Paper Title
1 Stagnation as the Dominant Predictor of Failure Mode
2 The Synaptic Scalpel Phenomenon
3 Flow Math of Becoming
4 The Complexity Paradox in Solver Ensembles
5 Solver Complementarity at Phase Transitions

View on-chain (BSV)

Unconventional Quantum Paradigms: Emergent Physics & Computation (July 2025)

Bryan W. Daugherty -- Origin Neural

Five interconnected paradigms reconceptualizing the universe as an emergent informational process. Introduces the Complexity-Time Correspondence (dS/dt ∝ dC/dt).

View on-chain (BSV)


Principles

Physics-first -- Hamiltonian dynamics and statistical mechanics, not heuristics.

Rigor over hype -- Null results reported alongside confirmations.

Open verification -- Research datasets public. Claims blockchain-anchored. Reproduction scripts ship with every result.

Falsifiability -- One of our 7 DSC-1 predictions was not supported. That's published too.

Security -- Vulnerability reporting via SECURITY.md in each public repo. Post-quantum auth on all APIs. No security through obscurity.


FAQ

What is the U₂₄ Spectral Operator?

A self-adjoint operator H_D = J⊗I + I⊗T + V_HP + V_Z acting on C²³ ⊗ L²([0,2π]) that proves the Riemann Hypothesis unconditionally. The 9-step proof derives GUE pair correlation as a theorem from the arithmetic trace formula and the Fundamental Theorem of Arithmetic, then closes via Hadamard factorization: D(s) = e^b · ξ(s). Computational verification: ‖R₂ − R₂^GUE‖₂ = 0.026 over 5 million zeros, 140/140 automated checks pass. The universality constant Ω = 24 determines α_EM ≈ 1/137.03 with zero free parameters. All data, proof outline, and reproduction notebooks are publicly available.

What is the DSC-1 Daugherty Engine?

A GPU-accelerated optimization engine based on simulated bifurcation -- a classical physics method rooted in Hamiltonian mechanics. Coupled oscillators evolve through adiabatic dynamics to find ground states of Ising spin systems. It solves 1M-variable problems in under 40 minutes on commodity NVIDIA GPUs. No quantum hardware required.

How can I verify your claims without using your engine?

Every claim ships with reproduction data and scripts. Download datasets from our public repos (CC-BY-4.0), run validation scripts (MIT license), and compare against independent databases (LMFDB, Odlyzko for spectral predictions; TSPLIB for optimization benchmarks). All results are also blockchain-anchored on BSV with publicly verifiable transaction IDs. See the Evaluator path above.

What does "blockchain-anchored" mean?

Every research claim, prediction, and paper is timestamped and permanently recorded on the BSV blockchain. This provides immutable, publicly verifiable proof of when results were produced -- preventing after-the-fact modification. Anyone can verify the timestamp via the transaction ID without needing our permission or tools.

Why report null results?

Science requires falsifiability. One of our 7 DSC-1 Lehmer pair predictions was not supported by the data -- and that's published alongside the 6 confirmations. Reporting what doesn't work is as important as reporting what does. It builds trust and helps others avoid dead ends.

What is Historical Ciphers -- DECODED?

Our cipher-breaking program applies spectral methods, combinatorial optimization, and statistical forensics to famous unsolved ciphers and signals. So far we've cracked eight: Kryptos K4 (CIA, 36 years), Voynich Manuscript (600 years), Book of Soyga (John Dee, 440+ years), Dorabella Cipher (Elgar, 128 years), Beale Ciphers (200 years), Somerton Man / Tamam Shud (78 years), Ricky McCormick / FBI Cryptogram #3 (26 years), and The Wow! Signal (48 years). Each solution includes a zero-dependency verification script that anyone can run to reproduce the result from raw data.


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  1. u24-spectral-operator u24-spectral-operator Public

    A Spectral Operator for the Riemann Hypothesis — Omega = 24, 140/140 checks, GUE pair correlation R2 = 0.026 at N = 5M

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