Except resources won't be plentiful for a long while since AI is only impacting the service sector. You can't eat a service, you can't live in one. SAAS will get very cheap though...

Robotics has been advancing very quickly recently. If we solve long-term AI action planning, I don't see any limitation to making it embodied.