// Link · 27 February 2026
Engineering Accountable AI Systems: Why Governance Must Become a First-Class System Layer
The AI Accountability Control Stack (AACS) is a production-grade architectural framework that operationalizes governance requirements directly within AI system infrastructure. It transforms governance from documentation into enforceable system behavior.

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