I don’t think the privacy-centric vision is going to happen. Very few non-tech people care enough about their privacy to figure out the necessary infrastructure.

The future of personal assistants is most likely akin to Muse Spark, and yes I expect Meta is training on all of those interactions and using them to target ads.