This article surveys recent literature by Parsons, McGee, Shapiro and others
on the significance of categoricity arguments in the philosophy of mathematics.
After discussing whether categoricity arguments are sufficient to secure
reference to mathematical structures up to isomorphism, we assess what exactly
is achieved by recent `internal' renditions of the famous categoricity
arguments for arithmetic and set theory.