Where Capability Lives: A Meta-Protocol for Distributed Intelligence on the Trillion-Device Installed Base

The next decade of AI will not be decided by model size alone. Equally consequential is whether the billions of devices already shipped — sitting in pockets, on factory floors, in vehicles — can credibly host the capabilities the cloud is now growing...