Sovereign: A Unified GPU Inference Substrate (Fractal Memory, Manifold Routing)
Sovereign is an emerging software layer designed to streamline GPU‑based inference. It combines a hierarchical memory structure referred to as fractal memory with a routing approach called manifold routing, allowing models to share resources more efficiently. The project targets faster, more scalable AI workloads and is being discussed on Hacker News as a potential step forward for unified inference frameworks.