Discrimination in the age of artificial intelligence

AI and Society 37 (1):143-154 (2022)
  Copy   BIBTEX

Abstract

In this paper, I examine whether the use of artificial intelligence (AI) and automated decision-making (ADM) aggravates issues of discrimination as has been argued by several authors. For this purpose, I first take up the lively philosophical debate on discrimination and present my own definition of the concept. Equipped with this account, I subsequently review some of the recent literature on the use AI/ADM and discrimination. I explain how my account of discrimination helps to understand that the general claim in view of the aggravation of discrimination is unwarranted. Finally, I argue that the use of AI/ADM can, in fact, increase issues of discrimination, but in a different way than most critics assume: it is due to its epistemic opacity that AI/ADM threatens to undermine our moral deliberation which is essential for reaching a common understanding of what should count as discrimination. As a consequence, it turns out that algorithms may actually help to detect hidden forms of discrimination.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,998

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

The badness of discrimination.Kasper Lippert-Rasmussen - 2006 - Ethical Theory and Moral Practice 9 (2):167-185.
Making Sense of Discrimination.Re'em Segev - 2014 - Ratio Juris 27 (1):47-78.
A modal theory of discrimination.Guido Melchior - 2021 - Synthese 198 (11):10661-10684.
Combating discrimination using Bayesian networks.Koray Mancuhan & Chris Clifton - 2014 - Artificial Intelligence and Law 22 (2):211-238.
Discrimination & Disrespect.Erin Beeghly - 2017 - In Kasper Lippert-Rasmussen (ed.), The Routledge Handbook of the Ethics of Discrimination. New York: Routledge. pp. 83 - 96.
Compensatory Discrimination.J. P. Day - 1981 - Philosophy 56 (215):55 - 72.
Compensatory Discrimination.Patrick Day - 1981 - Philosophy 56:55.
Two Kinds of Discrimination.Adrian Piper - 2000 - In Bernard Boxill (ed.), Race and Racism. Oxford University Press.
Discrimination and Income Inequality.June Ellenoff O'Neill - 1987 - Social Philosophy and Policy 5 (1):169.
Intentions and Discrimination in Hiring.Kasper Lippert-Rasmussen - 2012 - Journal of Moral Philosophy 9 (1):55-74.

Analytics

Added to PP
2021-04-05

Downloads
58 (#276,748)

6 months
10 (#269,219)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Bert Heinrichs
Universität Bonn

References found in this work

Discrimination.Andrew Altman - 2020 - Stanford Encyclopedia of Philosophy.
What is discrimination?Sophia Moreau - 2010 - Philosophy and Public Affairs 38 (2):143-179.

View all 16 references / Add more references