Quality Assurance & Testing
S4h Probability Confidence Calibration
Tests whether stated confidence levels match available evidence — catching overconfidence and underconfidence. Use when asked to 'calibrate my confidence', 'am I overconfident', 'confidence check', 'how sure should I be', or 'is this as certain as it seems'.
- Publisher / source
- human-avatar/skills-for-humanity (found on the CSV list)
- Upstream record
- human-avatar/skills-for-humanity
- Version
- Version 2
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-02
- Content fingerprint
9ef2425ee00397afa082baa071bda856cd7bd2ef6e91ce26f712fbf9b2d839dd