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Should we show users a confidence score next to AI answers?

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A deceptively simple design question. Numbers feel transparent, but most users cannot act on them, and the numbers are often less meaningful than they look.

Updated Nov 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.

A deceptively simple design question. Numbers feel transparent, but most users cannot act on them, and the numbers are often less meaningful than they look.

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