Method developers do not usually discover things, but in this paper we describe our finding that the popular method for deriving partial charges from fitting to the electrostatic potential is fundamentally flawed due to lack of information. We then proceed to apply the ACT to derive alternative models for predicting electrostatic and induction interactions.