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Founder of SHANX SYSTEMS — building original AI, software, automation and research systems from first principles.
An Alexa+ agent that refuses false closure: it verifies real-world repair outcomes and reopens the case when evidence says the problem is not actually fixed.
An evidence-gated AI agent that automates vendor due diligence with Gemini, verifies every quoted source deterministically, and keeps humans in control of external actions.