How to show ClearRun scores to your users without overclaiming

Label it as an honesty score, say in one line what it means, and never call an answer "verified" or "true" because of it. Show it next to the answer, and keep the source visible.

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Wording that works

  • "Honesty score: 74. How well this answer's confidence is backed by its reasoning."
  • "Receipt checks out: ClearRun issued this score."

Wording to avoid

  • "Verified answer", "fact-checked", "correct", or "true".
  • Any promise that a high score means the answer is right.

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