Safety loops stay local
Balance, collision avoidance and contact control cannot depend on uncertain network round trips.
Cloud still helps
Large models, search, fleet learning and updates can benefit from cloud compute.
On-device robotics is advancing
DeepMind introduced Gemini Robotics On-Device and has continued toward locally capable robotics models.
Privacy shapes architecture
Home camera and microphone streams are sensitive. Minimize what leaves the device and clearly identify cloud-dependent features.
Hybrid is likely
Expect local perception and control plus optional cloud reasoning, retrieval and fleet learning, with understandable offline behavior.