In this paper, we consider simple classes of nonlinear systems and prove that basic questions related to their stability and controllability are either undecidable or computationally intractable (NP-hard). As a special case, we consider a class of hybrid systems in which the stale space is partitioned into two halfspaces, and the dynamics in each halfspace correspond to a different linear system.