George Pelham-Box, one of the most influential statisticians of the 20th century, once remarked that "essentially all models are wrong, but some are useful".

During the global capital markets turbulence of August, several celebrated quantitative hedge fund managers were forced to admit that their long-held investment models were indeed wrong and, at least that month, not especially useful.