Engineering-first robotics, AI, maker hardware, STEM, and creator technology reporting
I2C is convenient for robot sensors, but cable length, pull-ups, bus speed and grounding can turn simple modules into intermittent faults. Here is the maker-lab checklist.
I2C Sensor Wiring for Maker Robots: How to Avoid Mystery Dropouts Read More
As automakers push deeper into built-in infotainment and AI assistants, drivers and engineers should judge the systems on update policy, offline behavior, privacy controls, and repairability—not demo polish.
Android Auto Pullback Makes In-Car AI an Engineering Reliability Test Read More
Google’s Gemini route into Apple developer workflows gives app teams a shorter path to model-backed features — if they measure latency, privacy, and failure modes first.
Google’s Gemini Bridge for Apple Developers Is a Workflow Test, Not an Ecosystem War Read More
Elegoo Mars 5 Ultra pairs 9K resin printing with auto leveling and AI camera monitoring. TVG evaluates what makers should verify before trusting the spec sheet.
Elegoo Mars 5 Ultra Evaluation: AI Monitoring Meets Desktop Resin Printing Read More
ASUS used Computex 2026 to connect AI factories, industrial edge systems, PCs, and controlled agents into one enterprise-to-edge story.
ASUS Computex Push Shows Edge AI Is Becoming a Deployment Stack Read More
NVIDIA’s CVPR physical-AI agent skills highlight a practical robotics bottleneck: repeatable data generation, simulation, policy training, and evaluation.
NVIDIA’s Physical-AI Agent Skills Put the Focus on Robotics Workflow, Not Just Models Read More