Roberts (2020) discussed research claiming honeybees can do arithmetic. Some readers of this research might regard such claims as unlikely. The present authors used this example as a focus for a debate on the criterion that ought to be used for publication of results that could be viewed as unlikely by a significant number of readers. The resulting dialogue contains interesting discussion of non-human cognition, whether honeybee arithmetic should be considered unlikely, and the role of replication in such cases.