Ultimately, whenever you visit any place, business or home, the data is under the control of the owner and anyone they abdicate those rights to.
Some interesting scenarios to consider: If I visit a friend's house, and I start getting targeted ads for a service I didn't subscribe to without prior consent or my knowledge, can I sue her/him? What about a scenario where some service collects my data, said service is hacked, and someone commits identity theft on me, who is liable for damages? Do I need my buddy to sign a waiver when he visits to play some Xbox for a bit?
But it was your friend's decision to delegate that control. So, Google having that control is still a consequence of your friend's control.
With LTE, I don't need wifi.
I would imagine if you walk into a home with google's AI doodads all over the place, you're gonna be picked up.
There was even a note about this feature in the privacy policy, IIRC.
Rumor is that even when your phone has been turned off, it can be turned back on remotely.
I have a couple of cameras, and at least one visitor has been uncomfortable with their presence, despite the fact they're not sending the data to a third party.
When you visit you friend's house, the data is not under their control, it is under Google's control.
Therefore, Google has a WAY bigger responsibility than most people realize, once they decided to collect this data.