Analysts are almost always too optimistic about earnings
Forecasting is hard
Publishing note: Random Walk is going to experiment with a different publishing cadence over the next few weeks (more details forthcoming). I will endeavor to trade some frequency for depth, at least some of the time.
A history of downward revisions
three exceptions to the rule
