Hashmeta AI·Oct 19What Hardware Does Edge AI Actually Need? A Component Level BreakdownFPGA, SoC with NPU or microcontroller: how to pick the right silicon for AI at the edge. Updated October 2026.
Geniatech·Sep 8RK1828 vs RK1820: Which Rockchip Edge AI Co-Processor Should You Choose?RK1828 and RK1820 are Rockchip’s AI co-processors designed to add dedicated AI inference capability to embedded platforms. While they share…
Daniel Brown·Aug 24The Ananse Reports: The Boards and the Measurement RigThe hardware companion to Report №1 documents the boards on the bench, the instruments used to measure them, and the reason the series…
InElectronics Club IITKbyAashvi Agarwal·Mar 24Tiny Boards, Big Brains: What’s Really Powering the Edge AI RevolutionAI isn’t just in the cloud anymore, the real revolution is happening on boards smaller than your hand.
I-SEE·Feb 10Why 90% of Edge AI Startups Won’t Survive Production — TOP 10 reasonsEdge AI is one of the loudest trends of the last decade. Venture circles love statistics about a >$20 Billion market, analysts draw charts…
Dilip R·Jan 8Is the NVIDIA Monopoly Dying?Local inference hits a breaking point: Pocket-sized AI workbench with 80GB memory
Jochen Mader·Dec 20, 2025NVIDIA Jetson Orin Nano headless setup and pytorchI got an NVIDIA Jetson Orion Nano to play around with edge AI agents.A response icon2A response icon2
Nitin S·Nov 11, 2025From NVIDIA Jetson Nano to Orin: Why Edge AI Prototyping is Broken (And How We Fixed It)The path to deploying a successful Edge AI (Computer Vision or Tiny/Small LM) model is supposed to be about innovation. Instead, for most…
Lucas Calje·Oct 31, 2025Part 3: Exploring Custom AI Models in FrigateLearn how to use and benchmark custom AI models in Frigate on a Raspberry Pi 5 with the Hailo-8L accelerator.A response icon2A response icon2
Srimukh·Oct 20, 2025The Future of AI Is Private — And It’s Already Happening at the EdgeThree months ago, I conceived I-Guard, an edge-first AI application designed to make real-time security smarter, faster, and, most…
