AI incidents are learning assets

Do not ask only "Who approved this?" Ask "Which control failed, and how will we know if it fails again?" Why it works The ethical move is to treat the AI system as a sociotechnical workflow, not as a magic tool. The model, the data, the interface, the people using it, and the people affected by it all shape the risk. A professional review therefore asks where judgment enters the workflow, where harm could occur, and what evidence would prove the system is behaving as intended. What to look for Look for a named owner, a documented purpose, a known…

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