Shu Zhao discusses a personal AI-powered assistant running entirely on edge hardware; she demonstrates a tool that reduces screen time by taking notes and handling messages, routing processed information to Notion or GitHub. Tech stack includes RedPanda for message streaming and storage; Ollama running Llama 3.1 8B for local reasoning; and Jetson Nano as the compact hardware powering it.