Drs. Aron J. Cohen, Paula Mori-Sánchez and Weitao Yang just published a perspective in Science entitled "Insights into Current Limitations of Density Functional Theory", (
http://www.sciencemag.org/cgi/content/full/321/5890/792). It provides insights on the the main failures of density functional approximations and offers path forward to overcome the challenges.