Categorize AI app failures by product, model, data, tool, and operations control areas.
Sort each AI app failure by the main control area that should prevent or detect it. Product scope Model behavior Data and retrieval Tool contract Operations Users ask a broad chatbot for legal advice the team never intended to support The answer is fluent but fails to ask for missing account information The assistant cites an outdated policy page after a document migration The model passes a free-text amount into a refund API that expects cents Latency doubles during payroll week and no one gets alerted The assistant answers from a chunk that belongs to another tenant The app promises…
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