Cybertrust: From Explainable to Actionable and Interpretable Artificial Intelligence
Igor Linkov, Stephanie Galaitsi, Benjamin D. Trump, Jeffrey M. Keisler, Alexander Kott · Computer · 2020
We argue that artificial intelligence (AI) systems should be designed with features that build trust by bringing decision-analytic perspectives into AI. Actionable and interpretable AI will incorporate explicit quantifications and visualizations of user confidence in AI recommendations.