Just as Bitcoiners run a node at home and connect it to their mobile wallet, so too will people who care about such things run an open source ai stack at home and connect it via API to various ai wearables.

Companies like tinygrad.org and itsalltruffles.com are well upstream of the trend.

Homebrew projects are in their infancy, but watch shog.ai for p2p (read censorship-resistant) publishing and distribution of ai resources.