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Question the Confident Answer

The takeaway

Fluency isn't accuracy — AI's polish can mask its errors.

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AI delivers wrong answers with the same fluent confidence as right ones, and that polish is exactly what makes its errors dangerous. Maintaining healthy skepticism toward confident AI output is the human judgment that keeps automation from automating mistakes.

“The smoother the answer, the harder you should check it.”

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