anonym comments on Calibration fail - Less Wrong
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The general idea is to get lots of practice and feedback. The practice improves the skill, and the feedback improves the calibration. Lichtenstein & Fischhoff is an early paper on the subject of calibration training, but searching for terms like calibration training and debiasing will turn up many more.