The claim is that you can't do it consistently. Your sentiment detector has to more accurately capture the state of a randomly selected set of companies (not on

The claim is that you can't do it consistently. Your sentiment detector has to more accurately capture the state of a randomly selected set of companies (not one selected with the benefit of hindsight, like Enron) based on news sentiment than the information already incorporated into the stock's price.