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Policy brief outlines continuous oversight framework for AI governance ensuring accountability and resilience.
This policy brief presents AI governance as a lifecycle control system rather than static compliance. It outlines an integrated, standards-aligned framework that governs AI from data sourcing through deployment using continuous monitoring, feedback loops, and enforceable constraints to ensure accountability, resilience, and trustworthy AI operations.
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Dale Rutherford (2026) studied this question.
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