A hands-on 2026 ros2_control tutorial: write a SystemInterface hardware component, wire the controller manager, and run a real-time control loop with code.
A 2026 reference architecture for a semiconductor fab digital twin: SECS/GEM and EDA data, the real-time process twin, APC/FDC integration, and yield use cases.
DNA language models explained for 2026: how genomic foundation models like Evo learn the language of the genome, the architecture, training data, and limits.
A 2026 reference architecture for a digital twin in MES: ISA-95 integration, the real-time data layer, synchronization patterns, and shop-floor use cases.
A 2026 comparison of vision-language-action (VLA) models: NVIDIA GR00T N1.5, Gemini Robotics, and Pi0 — architecture, on-device fit, and a decision matrix.
Figure 03 and the BotQ factory analyzed: what ~1 robot/hour really means for humanoid mass production, the supply chain, unit economics, and deployment reality.
A 2026 Dapr tutorial: the distributed application runtime explained — building blocks, the sidecar model, state and pub/sub, with working config and deployment.
A 2026 system-design walkthrough of an implementation shortfall execution algorithm: the Almgren-Chriss frontier, scheduling, the slicer, and TCA feedback.