 Judges and jurors will often recognize ad hoc hypotheses for what they are—artificial theories that should not be taken seriously. Perhaps, the common sense of the participants in a trial will suffice to constrain the choice of hypotheses in the right way. But real cases are complex, and it is not always obvious whether a choice of competing hypotheses, which are not obviously ad hoc, is legitimate or not.