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Intermediate5 min110 XP

Verifying Facts

AI can state wrong things with total confidence; learn quick ways to check facts and sources before you trust them.

Confident does not mean correct

AI tools predict likely-sounding text, so they can produce answers that read perfectly but are simply wrong. People call these made-up details 'hallucinations'. The AI might invent a statistic, a quote, a court case, or a web link that never existed, all while sounding sure of itself.

What to double-check

Be extra careful with anything specific and checkable: numbers, dates, names, legal or medical claims, and citations. If an AI gives you a source or a link, do not assume it is real. Open it yourself and confirm the page actually says what the AI claimed.

Quick ways to verify

Cross-check important facts against a trusted source, like an official site, a known news outlet, or your own records. For numbers and dates, a quick search can confirm or correct them in seconds. When the stakes are high, such as advice you will give a customer, verify before you send rather than after.

Key takeaways

  • AI can sound confident while being completely wrong.
  • Double-check numbers, dates, names, and any cited source.
  • Verify high-stakes facts before you send, not after.
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4 questions · pass at 60% to earn XP