Examine Cerebro as a living robot-side system spanning RGB-D and panoramic perception, local and cloud AI, encrypted face context, private messaging, training capture, H.264 video, control arbitration, and bounded autonomy. The architecture keeps observations, model suggestions, authorization, and deterministic execution distinct.