BeQuantum AI Logo BeQuantum AI

Blog

Research & Field Notes

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

GKP State Creation: Critical ML Surrogate Cuts Sim Cost 90%
Quantum Crypto
· 8 min read

GKP State Creation: Critical ML Surrogate Cuts Sim Cost 90%

A machine-learning surrogate screens photonic GKP-state circuits 90% faster by skipping #P-complete hafnians. See why CISOs should track it now.

BeQuantum Intelligence
post-quantum-cryptographyphotonic-quantum-computing
Quantum-Safe V2X: Hybrid Certificates Secure Connected Cars
Quantum Crypto
· 8 min read

Quantum-Safe V2X: Hybrid Certificates Secure Connected Cars

ECC-based vehicle credentials face quantum collapse. See how hybrid ECC+PQC certificates protect V2X privacy without breaking SCMS. Plan your migration.

BeQuantum Intelligence
post-quantum-cryptographyv2x-security
AI-Synthesized Data: A Critical Threat to PQC Trust
AI Provenance
· 9 min read

AI-Synthesized Data: A Critical Threat to PQC Trust

Consumer AI can now fabricate realistic quantum experimental data that passes expert review. Learn how to detect it and protect data provenance.

BeQuantum Intelligence
post-quantum-cryptographydata-integrity
Quantum Key Distribution Hits Record Rate on Live Fiber
Quantum Crypto
· 8 min read

Quantum Key Distribution Hits Record Rate on Live Fiber

A four-core fiber QKD demo set a record per-pulse key rate over deployed cable. See what HD-QKD means for your encryption roadmap. Read on.

BeQuantum Intelligence
quantum-key-distributionpost-quantum-cryptography
Cryptographic Agility: Critical API Design for PQC Survival
Quantum Crypto
· 8 min read

Cryptographic Agility: Critical API Design for PQC Survival

Cryptographic agility turns PQC migration from a costly code rewrite into a policy change. See how intent-based APIs future-proof your crypto stack today.

BeQuantum Intelligence
post-quantum-cryptographycryptographic-agility
Non-Abelian Surface Codes: Critical Shift for PQC Timelines
Quantum Crypto
· 8 min read

Non-Abelian Surface Codes: Critical Shift for PQC Timelines

Constant-depth 2D quantum gates bypass a core scaling limit. What does this mean for your post-quantum cryptography migration deadline?

BeQuantum Intelligence
post-quantum-cryptographyquantum-computing
Repeated Quantum Error Correction: A Critical PQC Signal
Quantum Crypto
· 9 min read

Repeated Quantum Error Correction: A Critical PQC Signal

Neutral-atom processors ran 90 cycles of error correction with qubit reloading. Here's what fault-tolerant scaling means for your crypto migration.

BeQuantum Intelligence
post-quantum-cryptographyquantum-error-correction
Adiabatic Quantum Gates Hit 0.39 µs: Critical PQC Signal
Quantum Crypto
· 9 min read

Adiabatic Quantum Gates Hit 0.39 µs: Critical PQC Signal

Adiabatic quantum gates now reach 99.91% fidelity in 0.39 µs. Learn what this Rydberg-atom advance means for your PQC migration timeline — and act now.

BeQuantum Intelligence
post-quantum cryptographyadiabatic quantum gates
Neural Network Hash Collision Resistance: Critical New Proof
Quantum Crypto
· 9 min read

Neural Network Hash Collision Resistance: Critical New Proof

New arXiv proof uses the overlap gap property to certify neural hash collision resistance. What it means for your PQC roadmap — and what it doesn't.

BeQuantum Intelligence
post-quantum-cryptographyneural-network-hashing
QAOA Runtime Scaling: Critical Read for PQC Planning
Quantum Crypto
· 8 min read

QAOA Runtime Scaling: Critical Read for PQC Planning

A new LR-QAOA extrapolation method shows quantum scaling gains up to 28 qubits. What does it mean for your crypto-agility roadmap? See the analysis.

BeQuantum Intelligence
post-quantum-cryptographyQAOA
Quantum Error Correction Decoders: Critical 8.2x FPGA Efficiency Gain
Quantum Crypto
· 9 min read

Quantum Error Correction Decoders: Critical 8.2x FPGA Efficiency Gain

A coset ensemble decoder cuts FPGA LUT use 8.2x while beating MWPM accuracy-latency trade-offs. What does faster QEC mean for your PQC migration timeline?

BeQuantum Intelligence
quantum-error-correctionpost-quantum-cryptography
Quantum Resource Estimation: Critical Signals for PQC Planning
Quantum Crypto
· 9 min read

Quantum Resource Estimation: Critical Signals for PQC Planning

New quantum simulation research quantifies gate-level costs that calibrate fault-tolerance timelines. See what it means for your PQC migration roadmap.

BeQuantum Intelligence
post-quantum cryptographyquantum resource estimation

Stay ahead of the quantum curve

Get PQC insights, product updates, and compliance guides delivered to your inbox.

Secure Channel

Initialize Connection.

Whether you're exploring integration, pilot deployment, or partnership — our specialists are ready.

TLS 1.3 Encrypted 24h Response