Actionable Interpretability Must Be Defined in Terms of Symmetries

Pietro Barbiero, Mateo Espinosa Zarlenga, Francesco Giannini +4

This paper argues that interpretability research in Artificial Intelligence (AI) is fundamentally ill-posed as existing definitions of interpretability fail to describe how interpr…