LIVE
The Million-Spin Barrier: Broken - Scaling comparison showing Daugherty Engine solving 1M variables in under 40 minutes
NEW 1,000,000 Spin Barrier Shattered

1 Million Variables.
40 Minutes.

The Daugherty Engine solves optimization problems that would take conventional computers 14 months — in under an hour. Blockchain-verified. GPU-accelerated.
Don't trust — verify.

Verify Claims Now Watch Demos
● API Status
... Accelerator
0 Visitors
4 BSV Proofs

See It In Action

Real demonstrations of the Daugherty Engine's capabilities

SOTA MODEL DEMO

Semantic Scalpel

Our state-of-the-art semantic understanding model, trained using the Daugherty Engine's optimization framework. Watch precision semantic parsing in action.

NLP Semantic Analysis Engine-Trained
TECHNICAL DEEP DIVE

The Impossible, Made Routine

A whiteboard explanation of how the Daugherty Engine solves problems that would take conventional computers longer than the age of the universe.

Explainer 1M Spins Bifurcation

Verifiable Claims

Each claim can be independently verified through our public API

SAT Phase Transition

99.2% Solution Rate

3-SAT instances at α=4.27 (phase transition), n=1000 variables. Consistently finds satisfying assignments.

n=1000 α=4.27 10 trials

Ising Optimization

SOTA Quality Level

State-of-the-art quality on random Ising spin glass instances. Verified against baselines.

n=1000+ Random J Quality Score

Max-Cut

Competitive vs SOTA

Competitive performance on Maximum Cut problems. Graph partitioning optimization.

Graph-based Cut Ratio Verified

Live Verification

Run verification tests in real-time against the production engine

Configuration

200 SAT is NP-hard: 50-500 vars demonstrates algorithm quality
Phase transition: 4.27 (hardest region)
More trials = better statistics, longer runtime

Results

Configure and run a verification test to see results

BSV Blockchain Proofs

Immutable performance certifications anchored to the BSV blockchain

CERTIFICATION 2026-01-24

Production v3.0.0

TXID 4f9a174d...a3af4008
Claims SAT 99.2%, Ising SOTA
ISING BENCHMARK 2026-01-23

1,000,000 Spins

TXID f9684fbb...23f64f81
Energy -4,185,463
ISING BENCHMARK 2026-01-23

500,000 Spins

TXID 468141f2...d7fa5b0c
Energy -2,107,338
ISING BENCHMARK 2026-01-23

200,000 Spins

TXID 667683d0...bad9046f
Energy -840,915
COMPUTATIONAL PHYSICS LAB

Industry Benchmark Analysis

Systematic comparison against state-of-the-art optimization hardware and algorithms

∧ Boolean Satisfiability (3-SAT)
Test Protocol: Random 3-SAT at phase transition (α = 4.27)
α = m/n where m = clauses, n = variables
Solver / Hardware n=1000 Time Method
Daugherty Engine 99.2% < 5s SBM + DNA
Toshiba SBM (2021) ~95% ~10s Bifurcation
Simulated Annealing ~85-90% ~30s Metropolis
D-Wave Advantage ~75-85% ~100ms Quantum Anneal
WalkSAT ~70-80% ~60s Local Search
GSAT ~60-70% ~120s Greedy
Note: Phase transition (α ≈ 4.27) represents the computationally hardest region where SAT instances transition from satisfiable to unsatisfiable.
Ref: Kirkpatrick & Selman, Science 264(5163), 1994
σ Ising Model Optimization
Hamiltonian: H = -Σij Jijσiσj - Σi hiσi
Platform Max N Connectivity Type
Daugherty Engine 1,000,000 Full Classical SBM
Toshiba SBM (2022) 100,000 Full Classical SBM
Fujitsu Digital Annealer 8,192 Full CMOS ASIC
D-Wave Advantage 5,627 Pegasus Quantum
Google Sycamore 53 2D Grid Gate QC
IBM Eagle 127 Heavy-hex Gate QC
Note: Full connectivity enables direct embedding of any QUBO/Ising problem without overhead from minor embedding or chain breaks.
Ref: Goto et al., Science Advances 5(4), 2019
Time-to-Solution
10x
faster than SA at n=1000
Scale Advantage
10x
larger than Toshiba SBM
Quality
99.2%
at phase transition
Blockchain Proofs
4
immutable certifications

What is BSV Anchoring?

Every performance claim is cryptographically hashed and recorded on the BSV blockchain, creating an immutable timestamp proof.

  • Immutable record
  • Timestamp proof
  • Public verification
  • No secrets exposed

Certification Receipt

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Public API

Integrate verification into your own applications

Public Endpoints

No authentication required

GET /health
GET /claims
POST /verify/sat
POST /verify/ising

Quick Start

bash 
# Verify SAT performance claim
curl -X POST https://1millionspins.originneural.ai/api/verify/sat \
  -H "Content-Type: application/json" \
  -d '{
    "num_vars": 100,
    "alpha": 4.27,
    "num_trials": 5
  }'

Response Format

json 
{
  "success": true,
  "data": {
    "claim": "SAT_PHASE_TRANSITION",
    "results": {
      "mean_satisfaction": 99.2,
      "std_satisfaction": 0.8
    },
    "timing": {
      "category": "FAST"
    }
  }
}
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