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Is an AI Policy Enough?
An airline’s chatbot invented a refund rule, and the airline argued it was not responsible. A policy tells you what should happen. It cannot tell you what did.
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The FairByDesign Doctrine: Governing AI You Can’t Fully Understand
The full FairByDesign Doctrine Field Paper carries the complete three-pillar architecture, the five-level Evidence Hierarchy, the Reconstruction Spine and data-layer doctrine, role-by-role implications, Evidence Notes mapping every claim to its…
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Cross-Mapping AI Governance Frameworks
EU AI Act, ISO 42001, and NIST AI RMF overlap but differ. Learn how cross-mapping creates efficiency and reduces compliance risks.