MPR CB, Author at IoT Digital Twin PLM

Space Debris Tracking and Conjunction Assessment Architecture (2026)

By MPRAUTO MPRAUTO July 21, 2026ScienceNo Comments

How space debris tracking actually works: radar and optical sensor networks, orbit determination, covariance, probability-of-collision screening, conjunction data messages and automated collision avoidance in 2026.

Engineering Change Management Architecture: ECR to ECO in PLM (2026)

By MPRAUTO MPRAUTO July 21, 2026PLMNo Comments

Engineering change management architecture in PLM: the ECR-ECN-ECO chain, effectivity models, BOM redlining, CAB workflow, PLM-to-ERP propagation and why change cycle time is the real KPI in 2026.

Collateral and Margin Management Architecture for Derivatives (2026)

By MPRAUTO MPRAUTO July 21, 2026TechNo Comments

Collateral and margin management architecture: initial vs variation margin, SIMM calculation, CCP waterfalls, intraday margin calls, optimisation engines and the data model behind them in 2026.

Post-Quantum Cryptography Migration: A Crypto-Agility ADR (2026)

By MPRAUTO MPRAUTO July 21, 2026SecurityNo Comments

Post-quantum cryptography migration for platform teams: ML-KEM and ML-DSA rollout, hybrid TLS key exchange, cryptographic inventory, PKI and firmware signing, and a crypto-agility decision record for 2026.

Inkling Explained: Thinking Machines Lab’s 975B Open-Weights MoE (2026)

By MPRAUTO MPRAUTO July 21, 2026AINo Comments

Inkling architecture explained: Thinking Machines Lab's 975B/41B-active open-weights multimodal MoE with 1M context, controllable thinking effort, Apache 2.0 weights, benchmarks and deployment cost in 2026.

Reasoning-Effort Control in LLM Serving: Thinking Budgets (2026)

By MPRAUTO MPRAUTO July 21, 2026AINo Comments

Reasoning-effort control lets one model span cheap and deep modes: thinking-budget APIs, token accounting, routing policy, SLO impact and the failure modes of adaptive test-time compute in 2026.

Scientific Foundation Models for Chemistry, Materials, and Biology (2026)

By MPRAUTO MPRAUTO July 18, 2026Autonomous ScienceNo Comments

Scientific foundation models explained: pretraining on molecules, materials, and sequences, where the training data comes from, architectures, benchmarks, and limits in 2026.

Prefill/Decode Disaggregation for LLM Serving: Architecture (2026)

By MPRAUTO MPRAUTO July 18, 2026AINo Comments

Prefill/decode disaggregation splits LLM inference into separate compute-bound and memory-bound pools: KV-cache transfer, SLO isolation, and when it beats co-located serving in 2026.

Kimi K3 Explained: Architecture, Benchmarks, and Deployment (2026)

By MPRAUTO MPRAUTO July 18, 2026AINo Comments

Kimi K3 architecture explained: Moonshot's 2.8T open MoE with 16/896 experts, Kimi Delta Attention, 1M context, GPQA 93.5, Terminal-Bench 88.3, pricing and how it compares in 2026.

Real-Time Treasury and Intraday Liquidity Architecture (2026)

By MPRAUTO MPRAUTO July 18, 2026TechNo Comments

Real-time treasury architecture: intraday liquidity management, cash positioning over ISO 20022, instant-payment rails, forecasting, and event-driven cash concentration - a systems view for 2026.