Animation tools are perhaps at their best when they neither over-constrain nor under-constrain the motions to be created. After discussing some of the types of constraints that of possible use in defining animated motion, I will present some recent experiments with interactive systems that enforce different types of computable constraints. I'll describe other unfinished projects and unsolved problems as time allows.