Show AI uncertainty as a question, not a percentage

The model is 73% sure about a tax category.

Don't show a percent. Ask the question that decides.

Weak version: Model isn't sure — **Weak**"Confidence 73%" means nothing to an accountant-in-a-hurry.

Strong version: Model isn't sure — **Strong**One question with two answers resolves it in a tap.

How to apply it

Find the one fact that would settle the case, and ask for it.
Offer the likely answers as choices, so resolving it takes one tap.
Save questions for the cases that matter, or people stop reading them.

Where it breaks

When every row gets a question and people stop reading.

Related patterns

Generic disclaimer · Name the specific uncertainty, not a general warning.
Agent takes a money action · Money actions need a way back.
Long AI wait · Show progress. Give control.
Confident answer, no source · A claim without a source is a guess.
All 10 AI UX patterns

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