Edge AI’s value isn’t latency—it’s autonomy, survivability, and reducing control plane dependencies. This isn’t anti-cloud. It’s about knowing which decisions can wait for a round-trip and which cannot.

How broadband gateways are transforming into service-defined edge compute platforms through open standards like USP, open-source communities, and hybrid Edge-Cloud AI—unlocking intelligent services beyond just connectivity.