About
I work on SOPCOS, an industrial accountability protocol for autonomous and decision-making systems. My focus is on the liability gap created by industrial autonomy: systems make decisions, but responsibility remains undefined. Logs, audits, and traditional governance models fail once decisions are delegated to machines. Through SOPCOS, I explore how decisions can be formally recorded, evaluated, and attributed — not as data, but as accountable actions within deterministic systems. This work sits at the intersection of industrial automation, system architecture, and legal responsibility. Not blockchain hype. Not AI marketing. A practical approach to trust and accountability in autonomous systems.
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Joined Product HuntAugust 11th, 2026
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