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AI-OUTPUT-EVALUATION5 MIN READ

Write The Rubric Before You Read

Create a short task-specific rubric before evaluating an AI answer.

If you decide whether an AI answer is good after you read it, the answer gets to set the standard. That is backwards. > Criteria first. Judgment second. Name The Job Start with the job the output must do. A customer email, a data summary, a legal-sensitive policy note, and a brainstorming list should not share the same definition of quality. The task and audience decide the rubric. Use Observable Criteria Good criteria can be checked. "Names two tradeoffs" is better than "is strategic." "Cites the source for each factual claim" is better than "is trustworthy." "Includes one clear next…

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