In this talk, I will review some of the difficulties that arise when one tries to formulate a theory of relativistic fluids with viscosity, and give an overview of different ideas that have been proposed as a potential solution. In particular, I will try to emphasise one approach that goes back to Lichnerowicz, but that seems to be less known in the community.