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THE INTELLIGENCE MANIFOLD

2026

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This paper introduces the Intelligence Manifold, a novel geometric memory architecture that unifies knowledge storage, agent processing, and communication for autonomous LLM systems.

* **Unified Geometric Memory:** Integrates hierarchical knowledge storage, autonomous agent-driven processing, and physics-inspired communication into a single self-organising structure.
* **Dynamic Stratification:** Knowledge is stratified by informational density across geometric surfaces with properties like curvature and surface tension, allowing for natural organization and retrieval.
* **Autonomous Agents (Fauxna):** Semi-autonomous agents inhabit specific strata, interacting with knowledge through spatially mediated discovery, processing, and message propagation, enabling multi-step task completion.

Tags: LLM, memory architecture, agentic systems, context rot, geometric memory

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