From Responsibility to Reason-Giving Explainable Artificial Intelligence

Philosophy and Technology 35 (1):1-30 (2022)
  Copy   BIBTEX

Abstract

We argue that explainable artificial intelligence (XAI), specifically reason-giving XAI, often constitutes the most suitable way of ensuring that someone can properly be held responsible for decisions that are based on the outputs of artificial intelligent (AI) systems. We first show that, to close moral responsibility gaps (Matthias 2004), often a human in the loop is needed who is directly responsible for particular AI-supported decisions. Second, we appeal to the epistemic condition on moral responsibility to argue that, in order to be responsible for her decision, the human in the loop has to have an explanation available of the system’s recommendation. Reason explanations are especially well-suited to this end and we examine whether – and how – it might be possible to make such explanations fit with AI systems. We support our claims by focusing on a case of disagreement between human in the loop and AI system.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 74,429

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

Group Agency and Artificial Intelligence.Christian List - 2021 - Philosophy and Technology (4):1-30.
Review of Artificial Intelligence and Human Reason: A Teleological Critique. [REVIEW]John M. Ford - 1991 - Journal of Theoretical and Philosophical Psychology 11 (2):126-130.
Human Goals Are Constitutive of Agency in Artificial Intelligence.Elena Popa - 2021 - Philosophy and Technology 34 (4):1731-1750.

Analytics

Added to PP
2021-11-22

Downloads
28 (#413,039)

6 months
18 (#53,747)

Historical graph of downloads
How can I increase my downloads?

Author Profiles

Kevin Baum
Universität des Saarlandes
Susanne Mantel
Universität des Saarlandes
Eva Schmidt
TU Dortmund

References found in this work

Intention.G. E. M. Anscombe - 1957 - Harvard University Press.
Freedom and Resentment.Peter Strawson - 1962 - Proceedings of the British Academy 48:187-211.
Moral Dimensions: Permissibility, Meaning, Blame.Thomas Scanlon - 2008 - Belknap Press of Harvard University Press.
Actions, Reasons, and Causes.Donald Davidson - 1963 - Journal of Philosophy 60 (23):685.

View all 71 references / Add more references