Actually it was the South Koreans and Japanese who were baring the bulk of the financial burden. Very little of the money was to come from the US.
But American diplomats agreed to the protection scheme by which the DPRK would promise not to use the money to build nuclear weapons. Where's that picture of Halfbright toasting her work with Kim Jong Il?