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AI · VISION · EVERYDAY SYSTEMS

calibration

A data analyst comparing simple prediction dots with observed outcome dots on an unreadable monitor.
AI reliability

An AI Confidence Score Needs a Reality Check

Distinguish a model’s confidence from demonstrated reliability, using calibration checks on representative data before treating a score as a probability.