A group of computer scientists have come up with a mathematical technique to detect surprising features in dense information streams. They tested their method by comparing it to what human's considered surprising, and the results were... surprisingly good! A mathematical model of surprise could be very useful in next-generation information systems, user-interfaces, situation rooms, and even fighter jet cockpits, for filtering signal from noise and helping to focus attention on what's most important at a given time.