Sovereign AI on Consumer Hardware: Architecting for the Future

The future of AI lies in sovereign systems deployed on consumer-grade hardware, where architectural design principles and operational evidence converge to enable local AI sovereignty. I built ActiveMirrorOS to demonstrate this thesis, focusing on gov...