Apply the NIST AI RMF govern function to define ownership, policy, and escalation for an AI security use case.
Useful AI without ownership becomes unmanaged risk. AI governance is the operating system around the model. It decides what the system is allowed to do, how risk is accepted, how incidents escalate, and how changes are reviewed. In cybersecurity, this matters because the AI often touches high-signal data and time-sensitive decisions. Map the use case Describe the task, users, data, downstream systems, and harm if the model is wrong. A vulnerability summarizer has a different risk profile from an autonomous containment agent. Measure the controls Define how you will test accuracy, privacy, abuse resistance, and failure modes. 'It seemed good…
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