  Interpretation and understanding of the evidence for neutrino oscillations
depends on knowledge of the atmospheric neutrino beam. In this talk I assess
how well various features are known. The goal is to determine to what extent
uncertainties in the neutrino beam may limit the conclusions about neutrino
properties and which features of the evidence for neutrino oscillations are
most robust.
