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DIGITAL-LEADERSHIP5 MIN READ

Work Through an AI Risk Review

Complete a lightweight AI RMF review for a generative AI use case.

Review an AI assistant that drafts promotion feedback. NIST AI Risk Management Framework The trap is approving the tool based on writing quality while ignoring factuality, fairness, and accountability. Map Context: promotion feedback affects employee reputation and pay decisions. Risk depends on use context, not just model capability. Measure Test drafts for unsupported claims, tone disparity across groups, and manager override rate. Measure harms that matter in the workflow. Manage Require evidence bullets, human verification, and audit samples before feedback is shared. Controls should reduce the mapped harm without eliminating all usefulness. Govern Name HR Ops as policy owner and…

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