Why AI confidence scores often mislead users
The article shows that AI models’ confidence numbers—derived from softmax—are not true probabilities and can give a false sense of certainty. Misreading these scores leads users to trust wrong predictions, highlighting the need for better calibration and uncertainty handling in AI systems.