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AI & ML interests
Sovereign agent architectures on local metal (Crimson OS). Reality-Guided Intelligence (RGI) vs constitutional AI. Epistemic gates (GAS→LIQUID→CRYSTAL). Geometric Unity / Logos Invariant validation. Partial-live multi-agent stacks: Node 0 inference, NAS-backed state, crash recovery via AGENTS.md. Open source Apache 2.0 — github.com/ultranetcommand-neo/Crimson-OS. PTSD/TBI veteran operator building for builders who refuse cloud dependency.
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