I think we should invest in public colleges (increasing supply) and stop subsidizing loans with special bankruptcy protections and federal money (reducing demand at higher price points).
Sorry, I phrased that last comment incredibly poorly. I was referring to the supply of financing which in turn impacts demand. When the demand curve shifts, they supply being provided by colleges decreases. The overall amount and quality of education is not something we want to be decreasing.