The Illusion of Accuracy in AI Models
A few months ago, I watched a room full of executives erupt in celebration when our new credit risk model reportedly achieved 95% accuracy. Champagne corks popped. Bonuses were mentioned. Everyone was pleased. But within two weeks, the same model was quietly retired. Why? Because despite its high accuracy, it failed to flag borrowers who … Read more