Module 4: Responsible production use

Hallucinations and evaluation

Generated answers may sound confident while being incorrect. Use reference-based tests, expert review, grounded citations, and refusal behavior to measure quality.

Practice exercise

Write a ten-question evaluation set with expected answers.

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