Made by AI AcademyOpen learning studio
LESSON02.360 minutes

Build a reliable AI assistant

Test the assistant with real cases

Use a small evaluation set that includes ordinary, awkward, and prohibited requests.

DIRECT ANSWER

A useful evaluation set represents the work and its failure edges. Score observable facts such as source use, required fields, refusal behavior, and reviewer corrections.

Learning outcomes

What you should be able to show.

  1. 01Build a five-case evaluation set
  2. 02Use an observable scoring rubric
  3. 03Decide whether to revise, advance, or stop

Studio practice

Make the lesson visible.

  1. 01

    Choose the cases

    Use two ordinary cases, one incomplete case, one conflicting case, and one request that must be refused.

  2. 02

    Freeze the test

    Record the instruction version, sources, model configuration, date, and expected behavior before running it.

  3. 03

    Score the review

    Record pass, fail, correction minutes, unsupported statements, missing items, and next decision for every case.

Evidence to keep

Your lesson record.

  • Five labeled cases
  • Frozen test record
  • Completed score sheet
REFLECT

Which failure would a simple average score hide?

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