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Research & Field Notes

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

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
Neural Decoders Slash Quantum Error Rates 17x: PQC Urgency
Quantum Crypto
· 7 min read

Neural Decoders Slash Quantum Error Rates 17x: PQC Urgency

New neural decoder cuts logical error rates 17x and boosts throughput 10,000x. What this means for your post-quantum migration timeline.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Optimisation-Free RQAOA: Critical Path to Quantum Advantage
Quantum Crypto
· 8 min read

Optimisation-Free RQAOA: Critical Path to Quantum Advantage

New optimisation-free RQAOA eliminates costly variational tuning for combinatorial problems like BPSP. What does this mean for your quantum roadmap?

BeQuantum Intelligence
quantum-computingqaoa
QAOA Compilation Breakthrough: Sparsification Cuts Ion-Trap Noise
Quantum Crypto
· 6 min read

QAOA Compilation Breakthrough: Sparsification Cuts Ion-Trap Noise

New QAOA compilation technique reduces trapped-ion pulse count from O(n²) to O(n log n). What does it mean for quantum-ready enterprises?

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing

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