Fact-Checking AI: A Practical Verification Handbook
Follow the evidence behind a fluent answer.
Adults concerned about digital misinformation. No programming experience is assumed.
Topics include “Extract claims you can actually check”; “Trace the claim to its origin”; “Read what the evidence actually permits”.
Includes 6 practical chapters, an illustrative case, two printable worksheets, an action plan, and linked sources.
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No fluff. Clear next steps.Focused explanations, practical exercises and useful worksheets.
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Sources you can follow.Linked resources for context and further learning.
Inside this guide
- Extract claims you can actually check
- Trace the claim to its origin
- Read what the evidence actually permits
- Compare evidence without counting echoes
- Give an honest verdict
- Check the final version before sharing
A little reading to begin with
A SAMPLE FROM CHAPTER ONESplit statements containing several assertions into smaller units. A sentence about a museum can claim opening hours, free entry, and accessible parking. Each detail needs evidence and may change independently. Give each one a separate row.
Distinguish facts from opinions, predictions, recommendations, and invented examples. A prediction cannot become confirmed because several models repeat it. A fictional scenario is not a real case study. Words such as always, never, most, and best expand the evidence required.
Record the date, place, population, and consequence if wrong. Start with the assertion that would most affect your intended use. Checking an inconsequential adjective while missing an incorrect deadline is poor prioritisation. Keep the exact wording so your investigation does not gradually drift into answering an easier question.
Read on your phone, tablet or computer. Personal-use license. Clickable contents and PDF bookmarks help you find your way.
Educational guidance; not professional or personalized advice.
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