Unverified50% confidenceOpinionExact time
The confidence threshold mechanism targets answer correctness, not fairness.
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10/30/2026
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UnverifiedCost-effectiveness and trust are two questions that need to be answered separately; the disappearance of the quality gap only addresses the former.76% similarUnverifiedWhen the known information is insufficient to judge customer fit, the honest output should be 'insufficient to judge' rather than giving a confident score.75% similarUnverifiedConfidence scores only reflect recognition reliability at the character level and do not represent semantic correctness.74% similarUnverifiedThe confidence threshold mechanism is closely related to the academic concept of Calibration; a good model not only needs to answer correctly, but also needs to know when it might answer incorrectly.73% similarUnverifiedConfidence measures how concentrated the probability distribution is, not whether the answer is correct; the official documentation explicitly states that a higher value does not guarantee a correct answer, and thresholds must be determined from one's own data.73% similar
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