Every layer of this architecture was preceded by a smaller version of the same problem, encountered on real hardware, twenty to forty years earlier.
Each stop is a page in the graph. The order is an argument — but every one of them is also a door into the rest of it, so you can leave the path wherever it stops being useful.
Nobody arrives at a coordination architecture from theory. They arrive at it by hitting the same wall at every layer — a laser controller, a grid, a database connector, a network bridge, an enterprise application — until the wall itself becomes the subject. The power constraint on AI today is the Tehachapi lesson returning: Moore's law is far weaker in energy than in silicon.