Ironically, those who are caught often blame their misconduct on competition, pressure to publish, and recognition and prizes – the very practices and incentives that the scientific community introduced and fostered. Indeed, while the menace of misconduct has been exaggerated, we have to rethink how we conduct science – its values, virtues, and shortcomings.