  We review recent developments on the characterization of random landscapes in
high-dimension. We focus in particular on the problem of characterizing the
landscape topology and geometry, discussing techniques to count and classify
its stationary points and stressing connections with the statistical physics of
disordered systems and with random matrix theory.
