George E.P. Box, the internationally renowned mathematician and statistician, once said, “Essentially, all models are wrong, but some are useful.”1 So where mathematical models replace human thought and judgment, as they are doing on an ever larger scale in today’s financial markets with the advent of electronic trading and digital technologies, it is inevitable that market disruptions will follow on. Automated trading presents a number of challenges, especially for market re