AI Governance Glossary: The Three Knowns.
AI governance has a language problem. The field borrows terms from law, data science, risk, and security and uses them loosely enough that two people in the same meeting can say the same word and mean different things. That ambiguity is where governance quietly fails.This free glossary fixes the vocabulary. Fifty terms defined in plain language, the way a working practitioner would explain them to a colleague, organized around the Three Knowns: Know Your AI, Know Your Data, Know Your Exposure. Where a term maps to a framework like the EU AI Act, NIST AI RMF, GDPR, or ISO 27001, the reference is noted. Where a term is commonly misunderstood, the trap is flagged.This is the reference you hand a new team member, or keep open during a governance review.Who it is for: CISOs, AI governance leads, privacy and GRC practitioners, and anyone who has to make AI defensible rather than just discuss it.What you will not find: vendor pitches, legal advice, or theory with no path to application.A free resource from ExposurePoint. If it is useful, the AI in Plain Sight newsletter goes deeper every issue.
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