A study examining an AI-powered dental imaging tool found that it flagged cavities in roughly 40% of cases where dentists later confirmed no cavity existed. The tool was being used in real dental practices to triage X-rays, potentially influencing treatment decisions. Researchers found the model was overfit to subtle radiograph artifacts and called for mandatory clinical validation before AI diagnostic tools could be deployed on patients.