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AI Foundations & Concepts · Essentials

Spotting Hallucinations and Fact-Checking AI Output

AI can state wrong things with perfect confidence. Learn where errors cluster, the red flags that signal one, and a two-minute verification routine before anything leaves your desk.

  • 35 min lesson
  • beginner level
  • Narrated presentation

What you’ll learn

  • Hallucination in plain English
  • High-risk versus low-risk task types
  • Red flags: numbers, citations, quotes
  • Grounding answers in supplied sources
  • Two-minute verification routine
  • Human accountability for output

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.

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