Buying other hardware that you (well... not me ;) can inspect and verify, e.g RISC?
For now the performances are pretty terrible BUT one can imagine, assuming they have the right discipline and mental model doing what's actually personal on a verifiable processor, e.g browsing and reading emails, and what's not, e.g watching a TV show on another machine with CPU/GPU with an unverifiable architecture.
PS: I have a Precursor and a Banana Pi BPI-F3 with SpacemiT K1 8 core RISC-V chip and that's the main idea behind them both, i.e knowing, as a community, how it works all the way down.
PS: full disclosure, I still believe self-hosting AI is interesting, cf my notes on it https://fabien.benetou.fr/Content/SelfHostingArtificialIntelligence but that doesn't mean AGI can be reached, even less that it'd be "soon". IMHO AI itself as a research field is interesting enough that it doesn't need grandiose claims, especially not ones leading to learned helplessness.