This informal talk presents an ongoing project on enhancing the quality of interaction between knowledge systems and end-users, focusing especially on the quality of explanations. We are researching methodologies that enable expert-users to build knowledge bases in logical language with this goal in mind. We will also present our work on manipulating Natural Deduction proofs to produce better explanations.