Neuroscience is a rapidly evolving field. As the frontier of neuroscience expands, it is leaving a wide gap between what the public (and our students) know, and how the field thinks about computations happening in the nervous system. Educators and researchers alike are tasked with the question of how we should train the next generation of neuroscientists.