Classify AI risk signals into source, access, oversight, and monitoring control responses.
Sort each AI risk signal into the control bucket that best addresses it. Source grounding Access and permissions Human oversight Monitoring and response The assistant answers policy questions without showing the policy source it used. The agent can update customer records using the same role as a senior admin. The tool can send renewal emails that include pricing commitments. Model behavior may shift after vendor prompt or model updates. The bot retrieves outdated HR policy pages from an old knowledge base. Temporary contractors can see AI outputs containing restricted customer notes. A draft may deny a customer request based on…
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