Live Lab — real agent, real dynamics, real hardware

Operate Physical AI.

Everything on this page is real. Your instruction goes to a live LLM (AI Embed's GPU gateway, a local bridge, or your own Ollama). The agent reads live telemetry, reasons, and issues tool calls that are checked against policy guardrails — some need operator approval — before real control loops (PID, IK, thermostats) act on physically simulated plants, live cameras, or an actual microcontroller on your desk. Speak or type. No mockups, no scripted answers.