Checking AI Outputs for Accuracy

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About Course

Generative AI tools can write fluent, confident text that is wrong. Learn why AI makes mistakes, which kinds of output need the most checking, a practical verification routine for facts, figures, sources and code, and how to prompt in ways that make checking easier.

AI tools change rapidly. This course gives general guidance; follow your organisation’s AI policy and take professional advice on legal, financial, medical or safety matters.

What Will You Learn?

  • Understand why AI tools "hallucinate" and show bias Know which outputs are highest risk and need careful checking Use a step-by-step routine to verify facts, figures, quotes and sources Prompt for answers that are easier to check, and take responsibility for what you publish

Course Content

Course Lessons

  • Why AI gets things wrong
  • Knowing what to check
  • A verification routine
  • Prompting for checkable answers

Sources & Further Reading
The official guidance this course is based on.

Final Assessment

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