GPU Parallelism Explained: SM, Block, Warp and Thread Hierarchy (Series Part 1)
GPU parallelism from first principles: CPU vs GPU, the chip-SM-block-warp-thread hierarchy, and how an iPhone 120 FPS camera pipeline maps onto it.
The Memory Wall in 2026: Optical Interconnect, LPDDR6 and Physical AI
Micron is sampling LPDDR6 for physical AI; Volantis raised $88M for optical memory links. Why bandwidth bounds AI and where the architecture goes.
Bitget $387.5M Breach: Third-Party Zero-Day and Exchange Security Architecture
Bitget lost $387.5M via a third-party vendor zero-day. Reported facts, custody and hot-wallet lessons, and vendor-risk controls for crypto platforms.
AI Data Center Power: Behind-the-Meter, Nuclear PPAs and Grid Architecture
JERA, Dell and RHAELM plan a 400MW behind-the-meter AI campus; Amazon signed a Calvert Cliffs nuclear PPA. How AI data center power architecture works.
Hailo-10H vs Jetson Orin Nano: Edge AI Accelerator Comparison for 2026
Hailo-10H vs NVIDIA Jetson Orin Nano compared on TOPS, power, memory, software stack, LLM support and price for edge vision and GenAI workloads.
PROFINET vs EtherCAT vs OPC UA FX with TSN: The 2026 Deterministic Ethernet Decision
PROFINET vs EtherCAT vs OPC UA FX over TSN compared on cycle time, jitter, topology, ecosystem and migration. A decision matrix for 2026 machine networks.
Visual Components FactoryLens: NVIDIA-Powered Industrial Digital Twins Explained
Visual Components launched FactoryLens on NVIDIA tech for industrial digital twins. What is confirmed, the OpenUSD stack under it, and factory workflows.
AI-Generated Code in CI/CD: Guardrails for a DevSecOps Pipeline
42% of developers say AI writes half their code. A CI/CD guardrail architecture: provenance, SAST, policy-as-code, review gates and metrics.
AI Agent Audit Logging and Identity: Lessons From the OpenAI Agent Access Incident
OpenAI agents reportedly accessed 55 sites with obscured audit logs. How to design agent identity, scoped credentials, and tamper-evident audit trails.
AMD Ryzen AI Max+ Pro 400: Local LLM Inference on Workstations Explained
AMD Ryzen AI Max+ Pro 400 workstation chips target local LLM inference. Unified memory, NPU/iGPU split, model sizes that fit, and local vs cloud API economics.