AI Systems Architect / Engineer | Building tools for AI safety & epistemic quality | Creator of Stream Coding, Clarity Gate, Hardstop, ArXiParse | Tech founder
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Create epistemically honest Source of Truth documents that pass Clarity Gate verification.