Sort AI Failures for Double-Loop Learning

Sort the failure by the level where the fix belongs. Prompt fix Source fix Workflow fix Assumption fix The answer is too long because no word limit was given The summary missed a key risk because the source notes omitted it A client-ready draft went out without human approval Every status update differs because the team has no definition of "blocked" The tone is too casual for the CFO audience The model used stale metrics from last month The team cannot tell who owns checking the AI output The requested analysis assumes churn is always bad, even when low-fit accounts…

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