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Why Uncertainty Matters: From Confidence to Calibration
Why AI systems that express calibrated uncertainty are safer and more useful — covering overconfident models, epistemic vs aleatoric uncertainty, and calibration metrics including ECE and reliability diagrams.
Jul 13, 2026•10 min read
