Abstract: The separability problem, which is one of the central problems in the theory of quantum entanglement, asks for simple methods to determine whether a given quantum state is entangled (i.e., contains useful "quantumness") or separable (i.e., not entangled). We discuss how norms and eigenvector perturbation results can be used to approach problems like the separability problem, and we present some recent progress on these problems.