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Memory-Native AI, Routing & Workflow Insights

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Explore memory-native AI, hybrid inference, model routing, and practical workflow design. Learn from the team building Lattice OS.

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UCOL Architecture Whitepaper: A Cross-Model Cognitive Fabric for Agentic AI Systems
AI Architecture

UCOL Architecture Whitepaper: A Cross-Model Cognitive Fabric for Agentic AI Systems

The full UCOL technical whitepaper — covering the Context Tuple formalism, GraphRAG memory architecture, MCP routing, Mixture of Agents, four-tier security, and the complete implementation roadmap for persistent cross-model intelligence.

Joshua-Jair E. Mohammed
March 5, 202611 min
The Missing Layer in AI: Introducing UCOL and Why Models Need a Protocol to Collaborate
AI Architecture

The Missing Layer in AI: Introducing UCOL and Why Models Need a Protocol to Collaborate

Every AI platform today lets you choose a model. None of them let your models talk to each other. We built the layer that fixes that — and it's already running in production.

Joshua-Jair E. Mohammed
March 5, 20268 min

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