Federal decision support cannot run on headline accuracy. Calibration and conformal prediction are the standards a procurement officer should require — and the standards we hold ourselves to.
Why Calibration Matters More Than Accuracy: an ECE 0.012 Story
Headline accuracy is a misleading metric for high-stakes decisions. Calibration is the real one. Here is what ECE 0.012 means and how we got there.