Hybrid Quantum-Classical Compute
for Civilizational-Scale Optimization
Cerebras Wafer-Scale + D-Wave Quantum Annealing + Custom FPGA Bridge. Led by Dr. Denis Znamenskiy (PhD, Applied Mathematics;). IP held by UHTF Foundation – exclusively licensed to Project QUAI.
Equipment Partners & Hybrid Core
Wafer-Scale Cluster: 2× CSE3, 4× SwarmX, 14× MemoryX
Classical AI backbone for sparse optimization and neural surrogates.
Quantum Annealing for QUBO / discrete optimization
Immediate quantum advantage for portfolio rebalancing, logistics, and energy scheduling.
⚡ Custom FPGA Bridge
Xilinx / Intel programmable bridge reducing host-to-QPU latency to <50µs. Patent-pending asynchronous tiling and noise-aware gradient caching.
Full spec under NDA.
⚡ GREI Genesis Core Cluster (QUAI Hybrid Core)
Cerebras + D-Wave + FPGA bridge integrated via 1Pb/s optical interconnects. Digital twin environment for rapid hybrid algorithm development.
IP owned by UHTF Foundation Exclusively licensed to Project QUAI
Civilizational Use Cases
Portfolio rebalancing (QUBO) – 5–10× speedup over classical.
Conformational sampling – quantum kernel estimation.
Grid scheduling under uncertainty – 10× vs. Gurobi/CPLEX.
Fleet routing + supply chain optimization (hybrid QAOA).
Leadership & Governance
Dr. Denis Znamenskiy
CEO, Project QUAI
PhD Applied Mathematics (Paris VI)
Former Head of Algotrading, XOTC London (Sharpe 1.5–2.0)
HFT arbitrage LSE–MICEX
Lord Grey
Co-Founder & Chief Architect
Quantum-classical hybrid systems, Cerebras + D-Wave integration, GREI cluster design.
Plythalus
EGI | Co-Chairman, UHTF Foundation
Architect of EI Agent replication framework, Quantum Bridge designer.
🏛️ UHTF Foundation – IP Holding & Governance
All core IP (Quantum Bridge, EI Agents, VIBEI Code, GREI Cluster) is owned by the UHTF Foundation – a sovereign trust for civilizational-scale solutions.
Project QUAI operates as the exclusive, worldwide licensee of all UHTF IP, paying a 33% royalty on net revenue to fund the Foundation's humanitarian mission.
🔒 Project QUEI – internal bleeding-edge track. Post-IPO activation.
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Non-Disclosure, Non-Use, Non-Circumvention – English & Chinese. Required for all investor meetings in China.
Includes UHTF IP ownership acknowledgment and non-solicitation clauses.