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How to ThinkIn the Age of AI
Definitionv1DF-152

Domain-specific calibration

the epistemic skill where confidence accurately reflects accuracy within a particular domain, requiring repeated feedback cycles and specific learning experiences that cannot be transferred to other domains

Why This Is a Definition

This definition establishes 'domain-specific calibration' by naming its genus (epistemic skill) and differentia (confidence reflecting accuracy within particular domains, requiring repeated feedback). It precisely distinguishes this from general calibration by emphasizing the non-transferability and the need for specific learning experiences. The definition is precise enough to distinguish from related concepts like general expertise or general judgment ability.