 One way to think of Morgan’s general idea is that to explain animal behavior we need to have a variety of competing hypotheses, and from that set we can then pick the one that fits best. Morgan’s Canon suggests that psychologically lower explanations are best, appealing to a kind of simplicity principle associated with Ockham’s Razor. But what counts as best is a classic problem in the philosophy of science. We turn to this issue next.