Since McFadden's seminal paper in 1978, Multivariate (aka Generalized) Extreme Value models have generated a great deal of interest in the discrete choice models community, both on the theoretical and the empirical side. In this lecture, we review some recent properties that we have identified, and discuss their potential impacts on applications.