Think the edge is too small for AI? Think again. In this session, we’ll show how to run lightweight machine learning workloads right on the edge using k3s and edge-optimized hardware. We’ll cover practical strategies for deploying models using tools like TensorFlow Lite, OpenVINO, and ONNX, and walk through real examples of computer vision and inference pipelines running on compact edge devices with GPU or accelerator support.