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importantSYS.SOURCE: GitHub• 2026-09-15T13:56:18Z

Sovereign: A Unified GPU Inference Substrate with Fractal Memory and Manifold Routing

#ai#gpu#fractal-memory#manifold-routing#compression

Sovereign introduces a geometric substrate architecture for AI that replaces traditional memory and context structures with fractal compression and persistent quantum memory. It addresses limitations in stateless inference, KV-cache resets, and model bloat through GPU-native implementations and mathematical frameworks.

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