Researchers show how an algorithm for filtering spam can learn to pick out, from hours of video footage, the full behavioral repertoire of tiny, pond-dwelling Hydra. By comparing Hydra’s behaviors to the firing of its neurons, the researchers hope to eventually understand how its nervous system, and that of more complex animals, works.