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PROMPT-OPS5 MIN READ

Triage a hallucination without chasing symptoms

Diagnose whether a hallucination came from source gaps, prompt ambiguity, retrieval failure, or review controls.

Incident The FAQ assistant told a customer the enterprise plan includes 50 seats. The current pricing page says custom seat count only. A confident unsupported claim reached a live customer conversation. Root cause Five Whys for prompt-ops failures Do not stop at "the model hallucinated." Trace the bad output to the failed control: source, instruction, retrieval, review, or action boundary. Symptom Add "do not hallucinate" and hope. A fix aimed at the control, not the embarrassment. Every bad answer should map to a broken or missing control. 01 Evidence 02 Control 03 Fresh case Find the first why You inspect…

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