A mathematics item on the Preliminary Scholastic Aptitude Test was keyed incorrectly. This subsequently was discovered and became the subject of national attention. In this paper we examine the data generated by this item by almost 830,000 examinees and discover that detailed statistical analysis with even this enormous sample size would not have yielded clues to the blunder. The epistemological and practical consequences are also discussed. (21pp.)