AI-RISK-MANAGEMENT5 MIN READ
Human-in-the-Loop Is Not a Rubber Stamp
Coach a product owner toward meaningful human oversight in an AI workflow.
Ivo I Product owner 1 Probe 2 Reframe 3 Design The prototype 20 sec The oversight claim Ivo says, 'The caseworker is in the loop. They can ignore the AI if they disagree.' The UI makes the AI answer look like the default decision. 8 sec average review time preselected recommendation 0
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