Regular people don't understand nor care about any of that. They'll happily take the Faustian bargain.

It only needs one highly public breach and there's going to be a full-on business for someone selling a local-only AI processor for homes.

Combine it with a media player like an Apple TV or Nvidia Shield and people might buy it.