Democratising AI: Multiple meanings, goals, and methods
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 …
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
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 …
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 …
'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 …
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 …
term that encompasses various meanings, issues, and visions. This article maps the ways …
[HTML][HTML] Embedding AI in society: ethics, policy, governance, and impacts
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 …
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
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 …
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 …
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 …
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 …
concerns—that takes the social situatedness of ML models as its starting point. Such a view …