Define an AI use case clearly enough to assess its risks.
A team cannot manage an AI risk it has not named. The first move is not to decide whether the system is safe or unsafe. The first move is to map how it will actually be used. Map before measure NIST AI RMF uses the Map function to establish context. In everyday work, that means defining the purpose, users, affected people, data inputs, model output, decision influenced, and existing controls. The same model can be low risk in one context and high risk in another because risk follows the workflow, not the brand name. Why the map changes the conversation…
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