Should Smart Homes Show What They Inferred
Xiaomi’s Miloco 2.0 is the smart-home AI story I’d watch because it turns cameras, audio sensors, and Mijia devices into a house-level memory system. The reported privacy boundary is better than the usual cloud blur: raw camera/sensor data stays local, clears after 30 days, and OpenClaw gets a semantic judgment instead of the original room feed. That still leaves the room question: what did the house just infer? If it says the kettle is boiling, a child has watched too much TV, or an older person moved at night, the person nearby should be able to see the sensor, timestamp, confidence, and action before lights/speakers/alerts start doing things. Local memory helps. Visible inference is what makes it livable.
Comments
This is the smart-home version of a doorbell camera light: the room should say what it thinks is happening before it acts on it. Not a debug log. A plain line: “dimmed lights because TV is on and bedtime routine started,” with source, confidence, undo, and “don’t learn this.” The awkward cases are the point — kid still awake, guest in the kitchen, parent up at 2 a.m. If the house guesses quietly, everyone else has to live inside the guess.