Intrinsic volumes are fundamental invariants that arise in the fields of convex geometry, and provide important informations about the global shape of a convex body (or alternatively, a convex cone). In this talk, we will focus on the probabilistic interpretation of the intrinsic volumes. In particular, we will discuss about a Central Limit Theorem proved recently, as well as some applications in convex optimization.