Memorization can get a bad rap in education debates, conjuring images of mindless repetition or a “drill and kill” pedagogy. After all, why memorize something when we can look it up on our phone? But ...

Can AI learn without forgetting? Explore five levels of continual learning and the stability-plasticity tradeoff to plan better AI roadmaps.