In this presentation, Marcos López de Prado discusses how empirical finance is in crisis as a result of decades of multiple testing, selection bias, and overfitting. Mr. López de Prado suggests that tenets held for the past 60 years may have to be revisited or abandoned, so a new finance may be built on a firmer foundation.