This article discusses the usefulness of anomalies, or suprises when doing scientific research, or even in daily life. It helps to sharpen the focus and allow for a more complete answer, or to toss out the accepted answer completely and begin a new paradigm. Richard Feynman and Thomas Kuhn both espoused this idea.