  We report on recent progress in our theoretical understanding of X-ray
binaries, which has largely been driven by new observations, and illustrate the
interplay between theory and observations considering as examples
intermediate-mass X-ray binaries, irradiation-driven evolution, ultraluminous
X-ray sources and neutron stars with low-velocity kicks.
