Unfortunately the system operating in the real physical world is based around human behavior, which, despite probably following some heretofore undiscovered law or algorithm, is very difficult to predict.
Depends on the granularity. Total stock market return is a measure of the intersection of time valuation with productivity growth, which has remained consistently exponential for the entire archeological record.
It's amazing how difficult it is to convince people of the ludicrously obvious.