Control Plane Architecture
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 governance primitives, multi-model orchestration, and decreasing inference costs. The system’s architecture is designed to be modular, with a split between launchd and Docker, allowing for flexibility and scalability. For instance, the use of Docker enables easy deployment and management of multiple models, while launchd provides a robust framework for managing system services. This modular design is a key aspect of sovereign systems, as it allows for the integration of various components and services without compromising the overall system’s autonomy.