How to tell if an AI answer is overconfident
An AI answer is overconfident when it sounds more sure than its reasoning supports. Our guide walks through the warning signs and how to check an answer when all you have is the text.
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Read the guide
The full guide is How to tell if an AI answer is overconfident. It covers six warning signs: false precision, sources you can't find, absolute language, missing steps, contradictions, and no stated limits.
This page points to that guide so there is only one version.
Where ClearRun fits
ClearRun gives an answer an honesty score from 0 to 100. The score shows whether the answer's confidence is backed by its own reasoning.
It does not check facts, and it does not block the answer. Each successful hosted score is signed and gets a receipt you can look up later.
Keep your own source checks when being right matters.