The cloud dependency problem goes deeper than the model layer though. Even if you run inference locally, your digital identity — your context, your applications, your behavioral history, is still custodied by whoever controls your OS.

Local models solve one layer of the dependency stack, but the custody assumption underneath it remains intact. That's the harder problem.