Point #1 is key. If you test enough terms retrospectively you'll find something amazing. Prospective hypothesis testing is where you actually prove something works (or not).
To the authors' credit, there seem to be a semantic pattern to the words that show profitable predictive correlation with the DJIA. Point #2 seems more significant to me... but yeah, I would agree.