More generally, however, uncertain knowledge of the world that surrounds us, including novel objects, is not only a machine learning challenge: it is simply a very common aspect of human communication, as speakers rarely have perfect representations of their environment.
the richness of verbal interaction allows us to communicate these uncertainties and to collaborate towards communicative success (Clark and Wilkes-Gibbs, 1986).