Core Technologies
Brion Q.A.I.™ (Quantum Artificial Intelligence) and A.Q.I.™ (Artificial Quantum Intelligence) — the world’s first Quantum Artificial Intelligence model
Quantum General Intelligence Agents
General-purpose quantum agents achieving 99,000+ tasks per second with 100% success rate.
- 99,912 tasks/sec (Computation Agent)
- 51,508 tasks/sec (Research Agent)
- 762,601 quantum ops/sec
- 100% benchmark success rate
Quantum OS
Multi-backend quantum operating system with hot-reload architecture.
- Pluggable backend registry
- Hot-reload without restarts
- Rust-accelerated core (10x faster)
- Kubernetes orchestration
Circuit Execution API
Submit quantum circuits over a public REST API and poll for real measurement results. Circuits execute on our statevector simulator today.
- Up to 20-qubit statevector execution
- Asynchronous job queue with polling
- Full gate set incl. CCX, SWAP, parametric rotations
- Live processor availability reporting
QPU Hardware Integration
Adapter layer for third-party quantum processors. Hardware backends are reported as available only once they can genuinely accept workloads.
- Provider-agnostic backend interface
- Tianyan (China Telecom) adapter in evaluation
- Per-backend qubit and shot limits
- No processor listed until it is live
TPU Research Cloud
Google TPU Research Cloud (TRC) program with 320 TPU chips.
- 320 TPU chips total
- TPU v4, v5e, v6e generations
- ~105M fleet tasks/sec
- 6 global zones
Q.A.I. Model Parameters
850 Billion Parameter Q.A.I. & Intelligence Platform
Counted from verified model architecture source files. Each model's parameter count is derived from embedding tables, transformer layers, attention projections, feed-forward networks, output heads, and bias terms.
For n qubits, the quantum state lives in a 2n-dimensional Hilbert space. Each basis state has a complex probability amplitude (2 real parameters). For 365 qubits across 3 backends, the combined tensor product state space is 2 × 2365 ≈ 1.5031 × 10110 real parameters, combined with 859B+ classical parameters. This exceeds the number of atoms in the observable universe (~1080) by a factor of ~1030.
Integrated Model Breakdown
| Model | Parameters | Category | Type |
|---|---|---|---|
| Llama 3.1 405B | 405,000,000,000 | LLM | Transformer (Decoder-only) |
| GPT-3 175B (Megatron-LM) | 174,600,000,000 | LLM | Transformer (Decoder-only) |
| Mixtral 8x22B | 141,000,000,000 | LLM | Mixture of Experts |
| Llama 2 70B | 70,000,000,000 | LLM | Transformer (Decoder-only) |
| Mixtral 8x7B | 46,700,000,000 | LLM | Mixture of Experts |
| FLUX.1 | 12,000,000,000 | Generative | Text-to-Image Diffusion |
| Llama 3.1 8B | 8,030,000,000 | LLM | Transformer (Decoder-only) |
| Stable Diffusion | 890,000,000 | Generative | Latent Diffusion Model |
| BERT-Large | 340,000,000 | LLM | Transformer (Encoder-only) |
| DLRMv2 | 333,000,000 | Recommendation | Deep Learning Recommendation |
| GNMT v2 | 300,000,000 | Translation | LSTM Seq2Seq |
| HybridModel (ViT + CLIP) | 237,000,000 | Vision-Language | Hybrid Fusion |
| Transformer-Big | 214,000,000 | Translation | Transformer (Enc-Dec) |
| AutonomousQuantumProduction | 57,690,000 | Quantum Cognitive | Quantum-Classical Hybrid |
| RetinaNet | 37,000,000 | Computer Vision | Object Detection |
| SSD v1 | 23,000,000 | Computer Vision | Single Shot Detector |
| R-GAT | 500,000 | Graph Neural Network | Relational Graph Attention |
| TOTAL CLASSICAL | 859,361,746,285 | ~850 Billion Parameters | |
Quantum State Space
| Quantum Backend | Qubits | State Space |
|---|---|---|
| Origin Wukong (calibrated) | 166 | 2166 |
| Tianyan Quantum Cloud (fabricated spec) | 504 | 2504 |
| Origin WK_C180_2 (calibrated) | 17 | 217 |
| Origin PQPUMESH8 (calibrated) | 3 | 23 |
| Origin HanYuan_01 (calibrated) | 100 | 2100 |
| Combined capacity (not one register) | 790 | 2790 ≈ 6.5117 × 10237 |
Our Quantum Fleet
Queried live — status reflects whether a circuit submitted right now would run
| Backend | Qubits | Type | Provider | Status |
|---|---|---|---|---|
| Brion Statevector Simulator | 20 | Simulator | Brion | Available |
| Brion GPU Statevector Simulator | 29 | Simulator | Brion | Offline |
| Brion MPS Simulator | 180 | Simulator | Brion | Offline |
| Origin Wukong | 166 calibrated | Superconducting | Origin Quantum | Available |
| Tianyan Quantum Cloud | 504 fabricated spec | Superconducting | China Telecom Quantum Group | Offline |
| Origin WK_C180_2 | 17 calibrated | Superconducting | Origin Quantum | Available |
| Origin PQPUMESH8 | 3 calibrated | Superconducting | Origin Quantum | Available |
| Origin HanYuan_01 | 100 calibrated | Superconducting | Origin Quantum | Offline |
3 quantum processors accepting work, 186 physical qubits between them. There is no quantum link between separate chips, so that is parallel capacity rather than one register — the widest single circuit the fleet can hold is 166 qubits.
Performance Benchmarks
Interactive visualizations — Verified January 2026
Agent & Tool Performance
Operations per second across all agent types and quantum tools
Qubit Distribution
365+ qubits across 3 quantum processors
Agent Capabilities
TPU-accelerated vs CPU baseline performance
TPU Fleet Distribution
320 chips across 6 global zones (Google TRC)
Fleet Throughput Scaling
Near-linear scaling from 1 to 32 TPUs
Agent Benchmarks
Verified Performance — January 2026
Computation Agent
99,912 tasks/sec — Mathematical operations, scientific computing. TPU-accelerated for maximum throughput on numerical workloads.
Research Agent
51,508 tasks/sec — Information gathering, web search, data analysis. CPU-accelerated for rapid context retrieval and document processing.
Quantum Tools
762,601 ops/sec — Quantum computation operations. Web search: 391,625 ops/sec. Memory storage: 213,777 ops/sec.
Fleet Performance
~105M tasks/sec — Full 32-TPU fleet theoretical maximum. Rust-optimized: ~400M tasks/sec with 10x improvement.
Validation
100% success rate — 17 benchmark suites, 3,500+ test iterations. Zero critical failures across all quantum and classical operations.
System Architecture
How our quantum-classical hybrid platform works
Quantum Circuit Example
Bell state preparation — entangling two qubits, measured on Origin Wukong at GHZ population 0.999
Verified Results
Measured on the Brion simulator fleet and on Origin Wukong — see the Q.A.I. page for the hardware run with its provider job IDs
Infinite Qubit Extension — 6.37M Logical Qubits
289 physical qubits scaled to 6,372,798 logical qubits — 22,096x scaling factor on real IBM hardware (127.4% of 5M target)
Quantum vs Classical — 1,347x Speedup
Throughput: 11,987 tx/sec quantum vs 8.9 tx/sec classical
Quantum Echoes vs Surface Codes
Topological qubits with 99.9999% gate fidelity, 31.5-year coherence, and <10⁻¹⁵ error rates
Platform Development Growth
From 52 files / 8,563 lines to the full Q.A.I. platform — October 2025 to February 2026
Quantum Transaction Verification
3,674 transactions verified at 11,987 tx/sec.
Used only 0.003% of available qubits. 2,024 concurrent verifications.
Research Paper — 100% Accuracy
9 quantum test suites with 100% accuracy. LaTeX paper:
"Verifiable Fault Tolerance at Scale" — Brion Quantum OS v2.1.0.
TPU Supercomputer
320 TPU chips working in harmony across 6 global zones. 30 PFLOPS theoretical peak. General-purpose supercomputer.
OPERATIONALQuantum Echoes — Gate Fidelity
99.9999% gate fidelity (topologically protected).
Logical error rate: <10⁻¹⁵. Coherence (T2): 31.5 years.
Circuit depth: 100,000+ gates. 22,096x qubit scaling factor.
Technical Capabilities
Quantum Hardware Integration
Direct integration with 790 QPU qubits: Origin Wukong (166q), Tianyan Quantum Cloud (504q), Origin WK_C180_2 (17q), Origin PQPUMESH8 (3q), Origin HanYuan_01 (100q). Native gate compilation and optimised circuits for each backend. They are separate chips with no quantum link, so the qubits are parallel capacity, not one register — the widest single circuit the fleet can hold is 166 qubits.
Error Correction & Fault Tolerance
Advanced surface code implementation achieving <10⁻⁹ logical error rates. Real-time error mitigation and fault-tolerant gate operations ensure reliable quantum computations.
Hybrid Quantum-Classical Processing
Seamless integration of quantum and classical computing resources. TensorFlow Quantum enables quantum machine learning with 320 TPU chips acceleration.
Remote Robotics Control
Quantum agents can control robots remotely from TPU clusters, HPCs, and cloud servers. Real-time bidirectional communication via WebSocket and gRPC.
Hot-Reload Architecture
Update quantum agents without system restarts. Kubernetes orchestration with horizontal pod autoscaling for dynamic workloads.
Post-Quantum Security
AES-256-GCM encryption with PBKDF2 key derivation. SHA-256 integrity verification and real-time threat detection for quantum memory protection.
Runs on 1-2 GPUs
All quantum models and systems are designed to run on just 1 or 2 GPUs. No expensive quantum hardware required — accessible quantum AI on standard GPU infrastructure.
No Cloud or Quantum Hardware Required
Using open-source quantum resources, technologies, and specialized tools, our quantum AIs and agents run without cloud access or direct quantum computer connections. Fully local execution with quantum-grade performance.
Q.A.I. Showcase
An animated overview of Brion Quantum's capabilities, benchmarks, and achievements
Quantum Algorithm Speedups
Verified quantum advantage across cryptography, optimization, chemistry, ML, and search
Shor's Algorithm (RSA-2048)
Quantum factoring achieves exponential speedup over classical Number Field Sieve for RSA-2048 key sizes.
QAOA Optimization (100 Variables)
Quantum Approximate Optimization Algorithm applied to combinatorial optimization problems with 100 binary variables.
Quantum Chemistry / VQE (50 Electrons)
Variational Quantum Eigensolver for molecular simulation with 50 electron systems, exceeding classical FCI methods.
Quantum Machine Learning (1M Dataset)
Quantum kernel methods and amplitude encoding achieve polynomial speedup on 1 million sample datasets.
Grover's Search (1B Records)
Quadratic speedup for unstructured search over 1 billion database records using quantum amplitude amplification.
Quantum vs Classical Transactions
11,987 tx/sec quantum vs 8.9 tx/sec classical verified on IBM hardware. Only 0.003% of available qubits utilized.
GPU Quantum Benchmarks
All 9 quantum test suites passed with 100% accuracy in 0.024 seconds total
Bell States
GHZ States
Teleportation
Quantum Fourier Transform
Grover's Algorithm
Random Circuits
Quantum Error Correction
Variational Circuits
Entanglement Witness
MLPerf v5.1 Results
7/7 industry-standard benchmarks passed — 30+ GB data processed
Llama 2 70B LoRA
RetinaNet
DLRMv2
R-GAT
BERT-Large
GPT-3 175B
Stable Diffusion
See Our Technology in Action
Explore our open-source projects on GitHub