It turns out that there is no evidence that goldfish - or fish in general - have particularly short attention spans or memories, despite what popular culture suggests.
"Goldfish can perform all the kinds of learning that have been described for mammals and birds, and they've become a model system for studying the process of learning and the process of memory formation, exactly because they have a memory and because they learn."
