Name AI risk before you scale
Use Map, Measure, Manage, and Govern to define concrete risk work for an AI use case.
The move: make AI risk operational. The NIST AI RMF helps strategy teams avoid two weak extremes: ignoring risk because the pilot looks useful, or treating risk as an abstract ethics discussion with no owner. The functions are practical. Map Define the use case, context, users, affected parties, data dependencies, and decision boundaries. This prevents the team from governing an imaginary system instead of the real workflow. Measure Decide what to test and monitor: accuracy, bias, robustness, privacy exposure, explainability, security, and human override quality. Measurement must match the harm, not just the model metric. Manage Design mitigations: review thresholds,…
Sign up free — one personalized lesson every day, matched to your role and goals.
Already have an account? Sign in