The False Promise of AI Sovereignty: When Local Control Isn't Enough

This analysis exposes a critical blind spot in AI governance: the assumption that owning infrastructure—through local deployment, private storage, or self-hosting—automatically ensures trustworthy operation. Real stewardship demands more than control; it requires resilience against actual failures: dropped connections, partial retries, contested states, and human error under stress. Organizations chasing architectural sovereignty risk building systems that appear protective but collapse when confronted with genuine degraded-use scenarios.