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Research & Field Notes

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

Synthetic Randomized Benchmarking: 100x Faster Quantum Validation
Quantum Crypto
· 7 min read

Synthetic Randomized Benchmarking: 100x Faster Quantum Validation

New synthetic RB protocols cut quantum noise characterization sampling by 100x. What this means for your post-quantum migration timeline.

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Game-Theoretic Quantum Error Correction: Critical Breakthrough
Quantum Crypto
· 8 min read

Game-Theoretic Quantum Error Correction: Critical Breakthrough

Nash equilibria now generate quantum error-correcting codes in under an hour at 100 qubits. What does this mean for your PQC migration timeline?

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
Quantum Backaction: Why T1/T2 Metrics Miss Critical Errors
Quantum Crypto
· 6 min read

Quantum Backaction: Why T1/T2 Metrics Miss Critical Errors

New arXiv research exposes blind spots in standard quantum benchmarks. Is your PQC migration timeline built on incomplete noise models? Read the analysis.

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
TF-QKD Reference-Beam Attacks: Critical Side-Channel Threat
Quantum Crypto
· 7 min read

TF-QKD Reference-Beam Attacks: Critical Side-Channel Threat

New arXiv research reveals two side-channel attacks breaking Twin-Field QKD via reference-beam manipulation. What security teams must audit now.

BeQuantum Intelligence
quantum-key-distributionside-channel-attacks
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

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