[KongchangAI]
Unverified50% confidenceConceptExact time

A system can have high overall accuracy but be completely uncalibrated, and it can be well calibrated but have low discrimination power; calibration and discrimination power are two independent dimensions.

1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

Sources

A Model's Self-Reported Confidence Is Not a Measurement: An Engineering Audit Guide to Calibrated Probabilities
rss10/15/2026

Related Entities

CalibrationconceptDiscriminationconcept

Related Claims

UnverifiedA more realistic approach is to treat capability and alignment as two independent axes, measuring them separately during evaluation, rather than substituting capability scores for safety scores.72% similar

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