AI ethics: a long history and a recent burst of attention
Open accessAbstract
Artificial intelligence (AI) ethics has become a hot topic in the popular press and in scholarly writing. In this column, five noted scholars give their opinions on what AI issues will become important in the foreseeable future.
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The heightened emphasis on ethical concerns and risks linked to AI systems is manifested implicitly or explicitly in many of the papers, reflecting the growing research focus on AI ethics as a comprehensive domain.
“The heightened emphasis on ethical concerns and risks linked to AI systems is manifested implicitly or explicitly in many of the papers, reflecting the growing research focus on AI ethics as a comprehensive domain [107,108].”
From In search of artificial intelligence (AI) literacy in teacher education: A scoping review (2024) · cites this paper as [107]
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Cites
Dissecting racial bias in an algorithm used to manage the health of populations
Obermeyer, Z., Powers, B., Vogeli, C., & Mullainathan, S. (2019) · Science · doi:10.1126/science.aax2342 · Cited by 7,137 · see citing works
Cybernetics or Control and Communication in the Animal and the Machine
Wiener, N. (2019) · The MIT Press eBooks · doi:10.7551/mitpress/11810.001.0001 · Cited by 5,045 · see citing works
Cybernetics. Or Control and Communication in the Animal and the Machine
N., E., & Wiener, N. (1949) · The Journal of Philosophy · doi:10.2307/2020260 · Cited by 3,590 · see citing works
(2018) · Cited by 3,510 · see citing works
Kaplan, A., & Haenlein, M. (2019) · Business Horizons · doi:10.1016/j.bushor.2018.08.004 · Cited by 3,140 · see citing works
The Human Use of Human Beings: Cybernetics and Society
Miles, S. B., & Wiener, N. (1951) · Land Economics · doi:10.2307/3159747 · Cited by 1,664 · see citing works
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
Brundage, M., Avin, S., Clark, J., Toner, H., Eckersley, P., Garfinkel, B., Dafoe, A., Scharre, P., Zeitzoff, T., Filar, B., et al. (2018) · Apollo - University of Cambridge Repository · doi:10.17863/cam.22520 · Cited by 849 · see citing works
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
Brundage, M., Avin, S., Clark, J., Toner, H., Eckersley, P., Garfinkel, B., Dafoe, A., Scharre, P., Zeitzoff, T., Filar, B., et al. (2018) · arXiv · doi:10.48550/arxiv.1802.07228 · Cited by 849 · see citing works
Bryson, J. J. (2010) · Natural Language Processing · doi:10.1075/nlp.8.11bry · Cited by 455 · see citing works
The Ugly Truth About Ourselves and Our Robot Creations: The Problem of Bias and Social Inequity
Howard, A., & Borenstein, J. (2018) · Science and Engineering Ethics · doi:10.1007/s11948-017-9975-2 · Cited by 337 · see citing works
Self-citationBenjamin, R. (2023) · Routledge eBooks · doi:10.4324/9781003320609-52 · Cited by 178 · see citing works
R.U.R. (Rossum’s Universal Robots)
Čapek, K. (2024) · The MIT Press eBooks · doi:10.7551/mitpress/14136.003.0003 · Cited by 149 · see citing works
Why We Should Have Seen That Coming
Wolf, M. J., Miller, K., & Grodzinsky, F. S. (2017) · ORBIT Journal · doi:10.29297/orbit.v1i2.49 · Cited by 96 · see citing works
Self-citationThe ethics of designing artificial agents
Grodzinsky, F. S., Miller, K., & Wolf, M. J. (2008) · Ethics and Information Technology · doi:10.1007/s10676-008-9163-9 · Cited by 69 · see citing works
Self-citation"The Global South is everywhere, but also always somewhere"
Kak, A. (2020) · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · doi:10.1145/3375627.3375859 · Cited by 36 · see citing works
Miller, K., Wolf, M. J., & Grodzinsky, F. S. (2016) · Science and Engineering Ethics · doi:10.1007/s11948-016-9785-y · Cited by 22 · see citing works
Self-citationARTIFICIAL INTELLIGENCE, BIOLOGY, AND INTENTIONAL STATES
Bynum, T. W. (1985) · Metaphilosophy · doi:10.1111/j.1467-9973.1985.tb00183.x · Cited by 12 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- T. W. Bynum, "A very short history of computer ethics," APA Newslett. Phi- los. Comput., vol. 99, no. 2, p. 2, 2000.
- I. Asimov, "Runaround," Astounding Sci. Fiction, vol. 29, no. 1, pp. 94-103, 1942.
Cited by
Sorted by citations
In search of artificial intelligence (AI) literacy in teacher education: A scoping review
Sperling, K., Stenberg, C.-J., McGrath, C., Åkerfeldt, A., Heintz, F., & Stenliden, L. (2024) · Computers and Education Open · doi:10.1016/j.caeo.2024.100169 · Cited by 498 · see citing works
Responsible AI in Africa: Challenges and Opportunities
(2023) · Social and Cultural Studies of Robots and AI · doi:10.1007/978-3-031-08215-3 · Cited by 82 · see citing works
- Authors
- Borenstein, J., Grodzinsky, F. S., Howard, A., Miller, K. W., & Wolf, M. J.
- Affiliations
- Georgia Institute of Technology (US)
- Sacred Heart University (US)
- University of Missouri–St. Louis (US)
- Bemidji State University (US)
- Venue
- Computer
- Published
- 2021-01
- Volume
- 54
- Issue
- 1
- Pages
- 96-102
- ISSN
- 0018-9162 (ISSN-L)
- 1558-0814
- OpenAlex
- W3128511965
- Cited by
- 38
- References
- 17
- Citations by year
- 2026: 2 · 2025: 7 · 2024: 11 · 2023: 9 · 2022: 8 · 2021: 1
- FWCI
- 9.08
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Computer (publishedVersion)
- Topics
- Social Sciences › Safety Research › Ethics and Social Impacts of AI
- Social Sciences › Law › Digitalization, Law, and Regulation
- Social Sciences › Decision Sciences › Information Systems and Management › Ethics in Business and Education
- Keywords
- AI ethics, future of AI
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