Explainable, Interpretable, Trustworthy, Responsible, Ethical, Fair, Verifiable AI... What's Next?

Rosa Meo, Roberto Nai, Emilio Sulis

Abstract: Artificial Intelligence plays an increasingly important role in many knowledge fields: computer science, technology, and other sciences such as health care, one of its most compelling applications. Artificial Intelligence has impacted arts, linguistics, law, sociology, society, and everyday lives. We are demanding many properties from the products of Artificial Intelligence: users of their application fields need trust and ask for fairness, accountability, and privacy. We overview the desired properties and recall the technology that enables Artificial Intelligence to satisfy them.