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Research & Field Notes

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

Post-Quantum Drone Swarms: Securing FANETs Before Q-Day
Blockchain Security
· 8 min read

Post-Quantum Drone Swarms: Securing FANETs Before Q-Day

New PQ-MISS scheme combines multivariate signatures, blockchain, and ZKPs to protect UAV fleets from quantum threats. Is your drone fleet exposed?

BeQuantum Intelligence
post-quantum-cryptographydrone-security
Quantum Transformer QASA: 36 Parameters Beat Classical Models
AI Provenance
· 7 min read

Quantum Transformer QASA: 36 Parameters Beat Classical Models

How does QASA hit 6% MAE gains on ETTh1 with just 36 quantum parameters? Inside the architectural parsimony principle that changes quantum ML procurement.

BeQuantum Intelligence
quantum-computingquantum-machine-learning
Walking Cat Architecture: 2,514 Qubits Break Quantum Barrier
Quantum Crypto
· 7 min read

Walking Cat Architecture: 2,514 Qubits Break Quantum Barrier

New trapped-ion blueprint delivers 110 logical qubits and 1M T gates daily with just 2,514 physical qubits. What CISOs must do now.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Hardware-Aware Quantum Kernels: Critical GNN Design Breakthrough
Quantum Crypto
· 8 min read

Hardware-Aware Quantum Kernels: Critical GNN Design Breakthrough

Graph neural networks now design quantum kernels that survive NISQ noise. What this means for enterprise quantum readiness. Read the technical breakdown.

BeQuantum Intelligence
post-quantum-cryptographyquantum-machine-learning
Lean 4 Proof Replaces 33M SMT Checks in PQC Hardware Masking
Quantum Crypto
· 10 min read

Lean 4 Proof Replaces 33M SMT Checks in PQC Hardware Masking

New Lean 4 proof verifies ML-KEM and ML-DSA hardware masking universally, shrinking the trusted base from Z3, CVC5, and Python. Ready to audit yours?

BeQuantum Intelligence
post-quantum-cryptographyformal-verification
Quantum Cloud Pricing: Game Theory Bounds Costs at 1.33x Optimal
Quantum Crypto
· 7 min read

Quantum Cloud Pricing: Game Theory Bounds Costs at 1.33x Optimal

New QC-PRAGM model caps quantum cloud client overcharging at 4/3 optimal. What CISOs need to know about distributed quantum compute pricing.

BeQuantum Intelligence
quantum-cloudresource-allocation
LiDMaS+ Benchmark: BP Decoder Cuts QEC Load 50% on Xanadu
Quantum Crypto
· 6 min read

LiDMaS+ Benchmark: BP Decoder Cuts QEC Load 50% on Xanadu

New LiDMaS+ architecture benchmarks 4 quantum decoders on Xanadu hardware. BP reduces correction volume 50.4% vs MWPM. See the results.

BeQuantum Intelligence
quantum-error-correctionpost-quantum-cryptography
PQ X.509 Assurance: Why Parse-Time Validation Fails ML-KEM
Quantum Crypto
· 7 min read

PQ X.509 Assurance: Why Parse-Time Validation Fails ML-KEM

New framework detects 10/10 invalid ML-KEM certificates where JZLint catches only 5. See why your PQC validation pipeline needs a rebuild.

BeQuantum Intelligence
post-quantum-cryptographyML-KEM
Satellite QKD Protocols: BB84 vs BBM92 for LEO Secure Links
Quantum Crypto
· 8 min read

Satellite QKD Protocols: BB84 vs BBM92 for LEO Secure Links

New LEO satellite QKD analysis shows downlinks beat uplinks on QBER and key rate. Which protocol should your security team prioritize?

BeQuantum Intelligence
quantum-key-distributionsatellite-qkd
QLDPC Decoder Breakthrough: 10x Speedup Cuts FTQC Timeline
Quantum Crypto
· 7 min read

QLDPC Decoder Breakthrough: 10x Speedup Cuts FTQC Timeline

New BP preprocessing delivers 10x faster QLDPC decoding on bivariate bicycle codes. What CISOs must do before fault-tolerant quantum arrives.

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
QRAM Breakthrough: Solving Quantum ML's Data Loading Bottleneck
Quantum Crypto
· 6 min read

QRAM Breakthrough: Solving Quantum ML's Data Loading Bottleneck

New Bucket Brigade QRAM framework cuts quantum state preparation to O(log²(MN)). What it means for your PQC migration roadmap.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
QuIKS Cuts QKD Key Buffer Size 10x: Critical Network Advance
Quantum Crypto
· 7 min read

QuIKS Cuts QKD Key Buffer Size 10x: Critical Network Advance

QuIKS delivers near-zero latency key supply for QKD networks with 10x smaller buffers. What CISOs planning quantum-safe infrastructure must know now.

BeQuantum Intelligence
quantum key distributionpost-quantum cryptography

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