I'm under the impression that more supply=lower rents, even if execution is not perfect, but I'm not an economist.

There is the possibility that the government builds housing, since the government doesn't have to care about direct profits and can include the overall economic effects of affordable housing in its calculations. We don't expect much direct profits from roads either, but we keep building more and more of them.