Before revision:  To facilitate end user interaction, we develop a framework for establishing clear goals for explainability , including a focus on normative desiderata .
After revision:  To facilitate end user interaction, we develop a framework for establishing clear goals for explainability . We end by discussing concerns raised regarding explainability .