Guide an AI incident review from blame toward layered causes.
Jon J Support operations manager 1 De-blame 2 Peel layers 3 Convert to fixes Incident review 20 sec The first draft The billing assistant sent an outdated refund policy to 63 customers. The review document says: 'Root cause: the model hallucinated.' A symptom label will not prevent recurrence. 63 affected customers root-cause field 0
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