Recall how to choose prompt eval checks for knowledge, application, behavior, and result evidence.
Evidence levels KIRK What evidence ladder should a prompt pilot climb? Claim match Survey or behavior metric? Use surveys for reaction claims; use behavior data for workflow-change claims. Bloom check Which eval checks reviewer judgment better than recall? Give reviewers flawed AI outputs and ask them to identify unsupported claims and missing source evidence. That is application and evaluation, not just remembering the rule. Executive pressure "The pilot comments are positive. Can we call it business impact?" The pilot has satisfaction data but no behavior or result measure yet. Your line We can report strong reaction. To claim impact, we…
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