MPR CB, Author at IoT Digital Twin PLM

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

By MPRAUTO MPRAUTO July 28, 2026ScienceNo 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.

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

By MPRAUTO MPRAUTO July 28, 2026TechNo Comments

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.

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

By MPRAUTO MPRAUTO July 28, 2026TechNo Comments

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.

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

By MPRAUTO MPRAUTO July 28, 2026DevelopmentNo 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.

Matryoshka Embeddings: Adaptive-Dimension Retrieval Architecture (2026)

By MPRAUTO MPRAUTO July 28, 2026AINo Comments

Matryoshka embeddings explained: how Matryoshka Representation Learning nests multiple dimensions in one vector for adaptive retrieval - coarse-to-fine search, storage cuts, MRL training and failure modes in 2026.

Kimi K3 Explained: Moonshot’s 2.8T Open-Weight Reasoning Model (2026)

By MPRAUTO MPRAUTO July 28, 2026AINo Comments

Kimi K3 explained: Moonshot AI's 2.8T-parameter open-weight MoE - Kimi Delta Attention, 1M-token context, training, benchmarks, deployment cost and honest limits of the reasoning model in 2026.

Neural Operators for Scientific Simulation: FNO & DeepONet (2026)

By MPRAUTO MPRAUTO July 27, 2026ScienceNo Comments

Neural operators explained: how Fourier Neural Operators and DeepONet learn PDE solution maps for millisecond physics simulation - spectral convolution, discretization invariance, training and honest limits in 2026.

Multi-Sensor Fusion Architecture for Autonomous Robots (2026)

By MPRAUTO MPRAUTO July 27, 2026TechNo Comments

Multi-sensor fusion for autonomous robots explained: fusing lidar, camera, IMU and wheel odometry with the EKF and error-state Kalman filter - calibration, time sync, outlier rejection and failure modes in 2026.

Open Banking API Architecture: PSD2 to PSD3/PSR (2026)

By MPRAUTO MPRAUTO July 27, 2026TechNo Comments

Open Banking API architecture explained: AISP/PISP roles, strong customer authentication, dedicated interfaces, OAuth/FAPI security and the PSD2 to PSD3/PSR transition - a 2026 systems reference.

SPIFFE & SPIRE: Workload Identity Architecture for Zero Trust (2026)

By MPRAUTO MPRAUTO July 27, 2026SecurityNo Comments

SPIFFE and SPIRE workload identity explained: SPIFFE IDs, X.509 and JWT SVIDs, node and workload attestation, trust domains and mTLS - the reference architecture for zero-trust service identity in 2026.