There is a well established correlation between education in girls increasing and child birth rates decreasing. Unless you think that funding could be cut without decreasing education rates, in which case shouldn't we cut funding?
Your primary fallacy here is that you think you can always "mince the meat back". You usually can't. It doesn't work that way.