**True Positive:** Model flags a fraudulent transaction. The bank blocks it. Loss prevented. - **False Positive:** Model flags a legitimate transaction. The customer's card is declined. Customer calls in frustration. Cost: customer service time ($15) plus potential customer dissatisfaction. - **True