The half-billion-dollar AI bill was not a governance slip, it was the per-token unit economics of frontier inference at enterprise scale, and it recurs monthly. Sovereign on-premise inference removes it, and the substrate is proven today: 545 validation checks passed, 0 failed, 89 filed UK patent applications.
Mickarle Sean Junior Wagstaff-Irons (2026) studied this question.