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Vision

Why the engine is shaped the way it is, and the sources the argument stands on.

  • Key Inspirations & Foundational Sources (2026-04-04): Foundational sources behind Mnemoverse: a verified bibliography across hyperbolic geometry, multi-agent systems, biological intelligence, and AI memory safety.
  • Spatial Memory Design Language (2026-04-04): Spatial memory design language: how each visual element in the Mnemoverse 3D interface maps to a memory-engine concept like attention, hyperbolic space, or LOD.
  • The Mnemoverse Manifesto (2026-04-04): The Mnemoverse Manifesto: why AI agents need persistent structured memory beyond flat text, RAG, and vector search, and the spatial approach we are building.