Do people really believe the 'black swan' effect of financial forecasting. I think that the explanation is simple. The forecaster sets up a mathematical model that works as long as they are not used to make trades! When a law of large numbers is used, the trials must be random / statistically independent. When trades are made, supply and demand means that they are not independent. Quantitative forecasting is actually an esoteric form of finance.