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