Democratising AI: Multiple meanings, goals, and methods

E Seger, A Ovadya, D Siddarth, B Garfinkel… - Proceedings of the 2023 …, 2023 - dl.acm.org
Numerous parties are calling for “the democratisation of AI”, but the phrase is used to refer to
a variety of goals, the pursuit of which sometimes conflict. This paper identifies four kinds of …

[HTML][HTML] Ethical implications of artificial intelligence in population health and the public's role in its governance: perspectives from a citizen and expert panel

V Couture, MC Roy, E Dez, S Laperle… - Journal of Medical …, 2023 - jmir.org
Background Artificial intelligence (AI) systems are widely used in the health care sector.
Mainly applied for individualized care, AI is increasingly aimed at population health. This …

Going public: the role of public participation approaches in commercial AI labs

L Groves, A Peppin, A Strait, J Brennan - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
In recent years, discussions of responsible AI practices have seen growing support for
'participatory AI'approaches, intended to involve members of the public in the design and …

[HTML][HTML] Regulating government AI and the challenge of sociotechnical design

DF Engstrom, A Haim - Annual Review of Law and Social …, 2023 - annualreviews.org
Artificial intelligence (AI) is transforming how governments work, from distribution of public
benefits, to identifying enforcement targets, to meting out sanctions. But given AI's twin …

[HTML][HTML] “Democratizing” artificial intelligence in medicine and healthcare: Mapping the uses of an elusive term

G Rubeis, K Dubbala, I Metzler - Frontiers in Genetics, 2022 - frontiersin.org
Introduction:“Democratizing” artificial intelligence (AI) in medicine and healthcare is a vague
term that encompasses various meanings, issues, and visions. This article maps the ways …

[HTML][HTML] Embedding AI in society: ethics, policy, governance, and impacts

M Pflanzer, V Dubljević, WA Bauer, D Orcutt, G List… - AI & society, 2023 - Springer
Artificial Intelligence (AI) is fast becoming a ubiquitous part of our lives. From autonomous
vehicles and AI personal assistants to computer-assisted surgery and automated trading …

Ai regulation has its own alignment problem: The technical and institutional feasibility of disclosure, registration, licensing, and auditing

N Guha, C Lawrence, LA Gailmard… - George Washington …, 2023 - papers.ssrn.com
Calls for regulating artificial intelligence (AI) are widespread, but there remains little
consensus on both the specific harms that regulation can and should address and the …

[HTML][HTML] Artificial intelligence and identity: the rise of the statistical individual

JC Bjerring, J Busch - AI & SOCIETY, 2024 - Springer
Algorithms are used across a wide range of societal sectors such as banking, administration,
and healthcare to make predictions that impact on our lives. While the predictions can be …

[HTML][HTML] To democratize or not to democratize AI? That is the question

JW Murphy, RR Taylor - AI and Ethics, 2023 - Springer
This paper advances the debate surrounding whether to democratize AI and explores some
of the challenges and benefits of democratization through community-based work and direct …

[HTML][HTML] Fairness as adequacy: a sociotechnical view on model evaluation in machine learning

T Grote - AI and Ethics, 2024 - Springer
This paper develops an account of model evaluation—with an emphasis on fairness
concerns—that takes the social situatedness of ML models as its starting point. Such a view …