We very briefly will introduce some key ideas of population genetics and indicate why the basic models are simple to explain but hard to use for analysis. We discuss some modern analytic tools and indicate why they are not completely satisfactory. Finally we will give a list of some problems that are interesting to me and for which even partial solutions would advance the field.