Unverified50% confidenceSolutionExact time
Faithfulness checking is done claim by claim, and this claim-by-claim comparison is more precise than overall scoring, because an answer may have 90% of its content verifiable but mixed with 10% fabricated information, and that 10% hallucination is enough to mislead users into making wrong decisions.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedPrecision bias refers to the tendency for people to assign higher credibility to statements containing precise numbers; experiments show that subjects rated the credibility of "41.3%" significantly higher than "approximately 40%".76% similarUnverifiedA 95% confidence level means that if the same methodology were used to conduct 100 surveys, approximately 95 of them would produce results falling within the margin of error.72% similarUnverifiedResearch shows that when humans assign 90% confidence, their actual accuracy rate is often only around 70%, indicating a systematic overconfidence72% similarUnverified"Deception rate" is a safety evaluation dimension that measures a model's tendency to mislead users or conceal its operational intent while completing tasks, with lower values indicating more transparent and trustworthy model behavior.71% similarUnverifiedThe confidence reported by the model is severely disconnected from actual accuracy: the 95% confidence tier had an actual accuracy of 0%, while the 90% and 70% tiers both had an actual accuracy of 100%.70% similar
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