Sovereignty

A while back we audited the machine that runs our local AI: the same Mac Mini that does all of the inference, the one whose entire selling point is that your data never leaves it. An earlier pass (Hardening the Inference Node) went looking for the dramatic stuff, what someone could reach with elevated privileges. This pass asked a smaller, meaner question. What’s readable with no privileges at all, just ordinary code running as the everyday account that already runs the AI, all day, by design? ...

In June, after the US government suspended two Claude models for every non-US user overnight, we wrote about what CasaSol experienced: nothing. No API call to interrupt, no data in transit to retain, no dependency to lose. We closed that post with a promise — Chronos experiment 018 would stop asserting that and start testing it. Three scenarios: stop the inference daemon, delete the model weights, cut the network entirely. The hypothesis was that all three degrade gracefully with zero data loss and configuration-only recovery. ...

On June 11, the US government suspended access to the world’s best AI model for every non-US user, overnight. Here is what CasaSol experienced.

If every company can wield Palantir-level AI power, individuals may now achieve the same — full control, security, and usable insights from their own data, running on local hardware.