subsidies for construction is the obvious answer that we're too stupid to be able to implement.
All that's necessary is for the government to get out of the way. i.e. dramatically reduce zoning and permitting requirements.
Remember there's a limit to how many of those can be sold. Once you've sold them all they'll build sometime else
But only if the government lets.