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Research & Field Notes

Deep dives into post-quantum cryptography, AI provenance, and updates on the BeQuantum infrastructure.

Quantum QUBO Embedding: Neural Networks Beat Gurobi
AI Provenance
· 10 min read

Quantum QUBO Embedding: Neural Networks Beat Gurobi

Neural networks now outperform Gurobi at mapping QUBO problems onto neutral-atom quantum hardware. Learn what this means for your quantum migration path.

BeQuantum Intelligence
quantum-computingpost-quantum-cryptography
MAGIQ: Post-Quantum Security for Multi-Agent AI Systems
AI Provenance
· 9 min read

MAGIQ: Post-Quantum Security for Multi-Agent AI Systems

NIST deprecates RSA and ECC by 2030. MAGIQ offers provably secure, quantum-resistant governance for agentic AI. Learn what this means for your security posture.

BeQuantum Intelligence
post-quantum-cryptographyagentic-ai
Quantum Magic & Early FTQC: Architecture Blueprints Explained
Quantum Crypto
· 11 min read

Quantum Magic & Early FTQC: Architecture Blueprints Explained

New research exposes two no-go theorems that reshape early fault-tolerant quantum computing design. Learn what this means for your quantum security roadmap.

BeQuantum Intelligence
post-quantum-cryptographyfault-tolerant-quantum-computing
Real-Time Quantum Error Correction: FPGA Neural-Network Decoder Hits 550ns
Quantum Crypto
· 10 min read

Real-Time Quantum Error Correction: FPGA Neural-Network Decoder Hits 550ns

A new FPGA-based neural-network decoder achieves 550ns closed-loop QEC latency. Learn what this means for your PQC migration timeline and security posture.

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
Distributed qLDPC Codes: Critical Quantum Threat Timeline
Quantum Crypto
· 10 min read

Distributed qLDPC Codes: Critical Quantum Threat Timeline

Bivariate bicycle codes across modular quantum processors could accelerate fault-tolerant quantum computing timelines. Understand the security implications now.

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
Localizable Entanglement: What Quantum Bounds Mean for PQC
Quantum Crypto
· 9 min read

Localizable Entanglement: What Quantum Bounds Mean for PQC

New research on localizable entanglement in multi-qubit systems reveals noise-robust bounds. Here's what security architects need to understand now.

BeQuantum Intelligence
post-quantum-cryptographyquantum-entanglement
TZAP T-Gate Optimization: Critical Quantum Threat Timeline
Quantum Crypto
· 10 min read

TZAP T-Gate Optimization: Critical Quantum Threat Timeline

TZAP optimizes million-gate quantum circuits in seconds on a laptop. Understand what this means for your PQC migration timeline and act now.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Quantum Information Supremacy: What Unconditional Advantage Means
Quantum Crypto
· 9 min read

Quantum Information Supremacy: What Unconditional Advantage Means

Quantinuum's H1-1 proved quantum advantage without complexity assumptions. Learn what this means for your PQC migration timeline and cryptographic risk posture.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Quantum Key Distribution Security: Tight PEC Analysis
Quantum Crypto
· 9 min read

Quantum Key Distribution Security: Tight PEC Analysis

A new PEC-type strategy closes the gap between theoretical optimal QKD key rates and achievable finite-size rates. What does this mean for your network security

BeQuantum Intelligence
quantum-key-distributionpost-quantum-cryptography
Distributed Quantum Error Correction: Critical Fault Tolerance Threshold
Quantum Crypto
· 9 min read

Distributed Quantum Error Correction: Critical Fault Tolerance Threshold

New research sets a 0.05% physical error rate threshold where distributed quantum systems outperform monolithic devices. What does this mean for your quantum ro

BeQuantum Intelligence
distributed-quantum-computingquantum-error-correction
Quantum Key Distribution Security: Closing the Real-World Gap
Quantum Crypto
· 11 min read

Quantum Key Distribution Security: Closing the Real-World Gap

New finite-key QKD framework handles device imperfections and non-IID signals. Learn what this means for your enterprise security roadmap. Read the analysis.

BeQuantum Intelligence
quantum-key-distributionpost-quantum-cryptography
3D Quantum Processors Break Scalability Barrier: PQC Urgency Grows
Quantum Crypto
· 10 min read

3D Quantum Processors Break Scalability Barrier: PQC Urgency Grows

New 3D integrated transmon architecture hits 99.87% single-qubit fidelity. What this means for your PQC migration timeline — and what to do now.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing

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