Engineering-first robotics, AI, maker hardware, STEM, and creator technology reporting
Arducam’s PiNSIGHT combines a 12.3MP autofocus camera, OAK-SoM acceleration, USB 3.0 and hardware video encoding for Raspberry Pi 5 vision projects.
Arducam PiNSIGHT Combines a 12.3MP Camera and OAK-SoM for Raspberry Pi 5 Read More
Arducam’s Pico4ML Pro integrates an RP2040, camera, 2.4-inch display and microphone for compact TinyML vision and audio projects.
Arducam Pico4ML Pro Targets TinyML With an RP2040 Camera Kit Read More
Qualcomm’s Dragonwing IQ10 Robotics Reference Design matters less as a chip headline and more as a full-stack robotics integration baseline.
Qualcomm’s Dragonwing IQ10 RRD Turns Robot AI Into a Stack Integration Problem Read More
ICRA 2026’s strongest signal for robotics builders is not a single demo. It is the field’s shift toward repeatable benchmarks, edge compute, and test discipline.
ICRA 2026 Shows Robotics Is Becoming a Benchmark Discipline Read More
A practical latency-budget guide for robotics builders choosing edge AI cameras, accelerators, and control-loop architectures.
Edge AI Camera Latency Budget: A Practical Guide for Robotics Builders Read More
A spec-based buyer evaluation of the Raspberry Pi AI Camera for robotics and maker labs: what the hardware promises, where it fits, and the tests TVG would run before calling it competition-ready.
Raspberry Pi AI Camera Buyer Evaluation: What Robotics Builders Should Test First Read More
Arduino and Robu.in’s Physical AI Challenge India 2026 gives students and makers a practical framework for building sensor-driven edge AI systems.
Arduino’s Physical AI Challenge Turns Edge AI Into a STEM Hardware Test Read More
Arduino UNO Q is drawing search interest around local AI agents, examples, and maker-bench workflows. TVG explains what builders should test before treating edge AI as more than a demo.
Arduino UNO Q Shows Why Local AI Agents Belong on the Maker Bench Read More
NVIDIA’s JetPack 7.2 update points Jetson developers toward local agent workflows for robotics, inspection, industrial automation, and edge AI.
JetPack 7.2 Pushes Jetson Toward Agentic Edge AI Workflows 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