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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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Post-Generation Critic Loops: Catching Hallucinations Before They Ship
AI Architecture

Post-Generation Critic Loops: Catching Hallucinations Before They Ship

How Lattice OS uses a two-layer quality gate — the OutputCritic and the Delta Engine — to catch hallucinations, vision drift, and safety violations before the user ever sees them.

Joshua-Jair E. Mohammed
August 28, 20265 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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