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Treat AI Confidence Scores Skeptically

The takeaway

A high confidence score isn't a guarantee — calibrate your trust.

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AI confidence scores feel like certainty but are often poorly calibrated, high on wrong answers and low on right ones. Treating them as one weak signal among many — not a guarantee — keeps you from outsourcing judgment to a number.

“A confidence score is an opinion, not a fact.”

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