Theory 10/More data means better decisions
Confidence Outruns Accuracy
The claim
Adding data raises confidence faster than accuracy, so decision quality can fall while certainty rises.
01Mechanism
Precision improves with sample size while bias does not; confidence tracks precision.
02Prediction
Overconfidence should grow with data volume at fixed bias.
03Refutation
Calibration improving with data would remove the asymmetry.