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Posts by MPRAUTO MPRAUTO

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  • MPRAUTO MPRAUTO
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About MPRAUTO MPRAUTO
Brain-Computer Interface Neural Decoding Architecture (2026)

Brain-Computer Interface Neural Decoding Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inScienceNo Comments
Neural decoding explained: how a brain-computer interface turns spikes into intent - signal chain, spike sorting, decoder models, closed-loop calibration and honest limits.
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6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)

6-DoF Grasp Detection: Robotic Manipulation Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inTechNo Comments
6-DoF grasp detection explained: how point-cloud and vision-based grasp networks propose, score and rank robot grasps - GraspNet, sampling vs regression, sim-to-real and failure modes.
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Network Tokenization Architecture for Card Payments (2026)

Network Tokenization Architecture for Card Payments (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inTech1 Comment
Network tokenization explained: how card network token vaults, TSPs and cryptograms replace the PAN - lifecycle management, auth-rate lift, PCI scope cuts and integration trade-offs.
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Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Durable Execution Architecture: Temporal, Restate and DBOS (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inDevelopment2 Comments
Durable execution explained: how event-sourced replay makes workflows crash-proof - deterministic code, event history, Temporal vs Restate vs DBOS trade-offs and failure modes.
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ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

ColPali and Visual Document Retrieval: Late-Interaction RAG (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inAINo Comments
ColPali explained: how late-interaction vision-language retrieval indexes document page images directly - MaxSim scoring, storage trade-offs, and a production multimodal RAG architecture.
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Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Claude Opus 5 Explained: Architecture, Benchmarks and Deployment (2026)

Posted by By MPRAUTO MPRAUTO July 29, 2026Posted inAINo Comments
Claude Opus 5 explained: Anthropic's 2026 frontier model - 1M-token context, effort toggle, 96% SWE-bench Verified, pricing, deployment and honest limits.
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AI Retrosynthesis: Computer-Aided Synthesis Planning Architecture (2026)

AI Retrosynthesis: Computer-Aided Synthesis Planning Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inScienceNo Comments
AI retrosynthesis explained: how template-based, transformer and MCTS search systems plan synthetic routes backward from a target molecule - reaction prediction, scoring, and honest limits in 2026.
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Behavior Trees for Robot Task Planning: A Reference Architecture (2026)

Behavior Trees for Robot Task Planning: A Reference Architecture (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inTech1 Comment
Behavior trees for robots explained: ticks, control and leaf nodes, reactivity vs FSMs, blackboards and Nav2/BehaviorTree.CPP - the reference architecture for robot task planning and recovery in 2026.
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Verification of Payee (VoP): Architecture for EU Instant Payments (2026)

Verification of Payee (VoP): Architecture for EU Instant Payments (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inTech1 Comment
Verification of Payee explained: the EPC VoP scheme under the EU Instant Payments Regulation - IBAN-name matching, the SRTP/API flow, traffic-light results, fuzzy matching and failure modes for APP fraud in 2026.
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The WebAssembly Component Model & wasmCloud at the Edge (2026)

The WebAssembly Component Model & wasmCloud at the Edge (2026)

Posted by By MPRAUTO MPRAUTO July 28, 2026Posted inDevelopmentNo Comments
WebAssembly Component Model explained: WIT interfaces, WASI Preview 2, composition and wasmCloud's actor/lattice runtime for portable edge workloads - architecture, cold starts and trade-offs in 2026.
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Posts pagination

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  • Teamcenter 2606: Copilot for CAD and PMI, New Active Workspace, SAP and Polarion Links (2026)
  • Isaac Sim 6.2: Newton 1.6.1, Cortex Removal and Breaking Changes Before You Upgrade (2026)
  • Matter 1.6 and 1.6.1: Groupcast, NFC Setup, Joint Fabric, Product Security 1.1 (2026)
  • Linux 7.1 Mainline PREEMPT_RT on 32-bit ARM: Build, Measure Latency, Compare With Zephyr (2026)
  • Qualcomm Dragonwing Q-2390 vs IQ-2390: A78, 1.1 TOPS NPU, TSN, RISC-V Core (2026)
  • Terraform MCP Server GA: Connecting AI Assistants to HCP Terraform Safely (2026)
  • GitHub’s 8-Hour Outage (Aug 17, 2026): Build a CI/CD Fallback With Mirrors and Runners
  • Google Cloud europe-west2-b Outage (Oct 20, 2026): What Failed and Multi-Zone Failover Design
  • Python 3.15 for ML Pipelines: Lazy Imports, frozendict, Tachyon Profiler and JIT (2026)
  • Nex-N2.5 Agent Models Explained: 1.6T Max, 397B Pro, 35B Mini and the Open-Weights Status (2026)
  • MBZUAI K2 Horizon: Six Fully Open Models up to 375B-A23B, Apache 2.0, With Training Recipes (2026)
  • StepFun Step 5 Preview Open Weights: 600B MoE, 27B Active, 1M Context for Agents (2026)
  • OpenTelemetry GenAI Semantic Conventions: Tracing LLM Calls, Agents, Tokens and Cost (2026)
  • ROS 2 QoS Profiles and DDS Tuning: Reliability, Durability, Deadline and Lifespan over Lossy Wi-Fi (2026)
  • Apache Arrow Flight SQL for High-Throughput Telemetry: Columnar Zero-Copy vs gRPC vs MQTT (2026)
  • ChirpStack LoRaWAN Network Server Architecture: Gateway Bridge, ADR, Multicast and FUOTA (Self-Hosted, 2026)
  • CBOR vs Protobuf vs MessagePack vs FlatBuffers: Encoding IoT Payloads on Constrained Devices (nanopb, CDDL, COSE) (2026)
  • Kubernetes In-Place Pod Resize: Vertical Scaling Without Restarts, VPA, cgroups and QoS (2026)
  • Model Cards, Datasheets and ML-BOM (CycloneDX): AI Supply-Chain Provenance and EU AI Act Documentation (2026)
  • RAG Retrieval Evaluation: Recall@k, nDCG, MRR, Golden Sets and RAGAS in a CI Pipeline (2026)
  • 800V DC Power for AI Data Centers: Solid-State Transformers, Rack Architecture and Efficiency Math (2026)
  • Vehicle Signal Specification (VSS) and Eclipse Kuksa: Software-Defined Vehicle Data Layer Architecture (2026)
  • Rust Embedded for IoT Firmware: Embassy Async vs Zephyr vs FreeRTOS on Cortex-M (2026)
  • WebGPU In-Browser LLM Inference: WebLLM, WGSL Kernels, VRAM Limits and When It Beats WASM (2026)
  • LLM Gateways Compared: LiteLLM vs Portkey vs Kong AI Gateway vs Cloudflare AI Gateway (2026)
  • Managed Kubernetes in 2026: EKS vs GKE vs AKS on Networking, Upgrades, Autoscaling and Cost
  • Co-Simulation Master Algorithms: Jacobi vs Gauss-Seidel, SSP and Algebraic Loops for Digital Twins (2026)
  • SROS2: ROS 2 Security with DDS-Security, Enclaves, Certificates and Access Control Policies (2026)
  • SLH-DSA vs ML-DSA vs FN-DSA: Post-Quantum Firmware Signing and Secure Boot for IoT (2026)
  • A/B Testing for ML Systems: CUPED, Sequential Testing, Interleaving and Contextual Bandits (2026)
  • Vitess vs Citus vs CockroachDB: Horizontal Sharding Architecture for MySQL and PostgreSQL (2026)
  • Distributed Locks, Leases and Fencing Tokens: Redlock Critique and etcd/ZooKeeper Correctness (2026)
  • Confidential VMs: Intel TDX vs AMD SEV-SNP vs Arm CCA and Remote Attestation Architecture (2026)
  • GPU Sharing on Kubernetes: NVIDIA MIG vs MPS vs Time-Slicing vs vGPU for Multi-Tenant Inference (2026)
  • LLM Prefix Caching: RadixAttention vs vLLM Automatic Prefix Caching and KV Cache Reuse (2026)
  • Requirements Management in PLM: ReqIF, DOORS vs Jama vs Polarion and End-to-End Traceability (2026)
  • Large-Scale Digital Twin Visualization: 3D Tiles, Cesium, Point Cloud Streaming and LOD Architecture (2026)
  • TSN Time-Aware Shaper (IEEE 802.1Qbv): Gate Control List Scheduling for Deterministic Industrial Ethernet (2026)
  • ISA-88 Batch Control: Recipe Management, the Physical and Procedural Models, and MES/Digital Twin Integration (2026)

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