How Maglev Trains Actually Work: The Physics (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inScienceNo Comments 2026 deep dive — how maglev trains actually levitate, propel, and steer: EMS vs EDS, SCMaglev superconductors, guidance, and why they're still niche.
Quantum Sensing in MRI: How SQUID Magnetometers Work (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inScienceNo Comments Research explainer 2026 — SQUID magnetometers and NV-center quantum sensors are quietly rewriting MRI and magnetoencephalography. How and why.
TSMC A14 vs Intel 14A: The 1.4nm Foundry Race (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments 2026 analysis — TSMC A14 vs Intel 14A: High-NA EUV, customer commitments, yield rumours, and what the 1.4nm race means for AI chip economics.
FIX Protocol Modernization: Binary FIX & SBE Architecture (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments 2026 system design — modernizing FIX trading infrastructure with FIXP, Simple Binary Encoding, and asynchronous order-flow architectures.
KubeEdge in Production: Architecture & Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments Deep dive 2026 — KubeEdge production architecture: CloudCore vs EdgeCore, device twin, MQTT bridge, real-deployment lessons, and a working tutorial.
Cilium vs Calico for Industrial Kubernetes Networking — ADR (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inTechNo Comments ADR-style decision in 2026 — Cilium vs Calico for industrial Kubernetes networking: eBPF, BGP, encryption, observability, identity, and the call.
Llama 4 vs DeepSeek V3 vs Claude Sonnet: Industrial-Reasoning Benchmark (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inAINo Comments Reproducible 2026 benchmark — Llama 4, DeepSeek V3, and Claude Sonnet 4 on industrial reasoning tasks (RAG, OPC UA Q&A, root-cause). Methodology + charts.
GraphRAG + Hybrid Retrieval: The Knowledge-Graph Pattern (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted inAINo Comments Applied 2026 pattern — GraphRAG combined with hybrid retrieval (BM25+vector) on enterprise knowledge graphs: when it wins, when it doesn't, with code.
Omniverse Replicator: Synthetic Data for Industrial AI (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted iniiotNo Comments Why NVIDIA Omniverse Replicator is becoming the default synthetic-data pipeline for industrial AI in 2026 — pipelines, domain randomization, ROI.
Implementing OPC UA Companion Specs: Hands-On Tutorial (2026) Posted by By MPRAUTO MPRAUTO May 20, 2026Posted iniiotNo Comments Hands-on 2026 tutorial — implementing OPC UA companion specifications (Machinery, Pumps) on open62541 with full server and client code.