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LEARN · Week 6 · Habit & capstone

The AI confidence trap

The confidence trap is the most expensive mistake people make with AI. It's believing an answer because it sounded sure. The model states low-probability guesses with the exact same authority as solid facts, so tone tells you nothing about truth.

By the end of this lesson

  • You know an AI uses one steady voice for facts and for guesses.
  • You can tell how sure an answer sounds apart from how verified it is.
  • You can check a quoted stat by searching its source and its number.
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