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https://doi.org/10.34669/wi.cp/2.7
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Technological Opacity of Machine Learning in Healthcare
[Konferenzbeitrag]
Dieser Sammelwerksbeitrag gehört zu folgendem Sammelwerk:
Proceedings of the Weizenbaum Conference 2019 "Challenges of Digital Inequality - Digital Education, Digital Work, Digital Life"
Abstract Recently, a host of propositions for guidelines for the ethical development and use of artificial intelligence (AI) has been published. This body of work contains timely contributions for sensitizing developers to the ethical and societal implications of their work. However, a sustained embedding of... mehr
Recently, a host of propositions for guidelines for the ethical development and use of artificial intelligence (AI) has been published. This body of work contains timely contributions for sensitizing developers to the ethical and societal implications of their work. However, a sustained embedding of ethics in largely algorithm-based technology development, research and studies requires a precise framing of the origins of the new vulnerabilities created. Recently, scholars have been referring to ethics associated with technology that is in some way “opaque” to at least part of its associated stakeholders. This “opacity” can take several forms which will be discussed in this paper. There are various ways in which such an opacity can create vulnerabilities and, hence, relevant ethical, societal, epistemic and regulatory challenges. This paper provides a non-exhaustive list of examples in healthcare that call for educational resources and consideration in development processes that try to reveal and counter these opacities.... weniger
Thesaurusschlagwörter
Automatisierung; künstliche Intelligenz; Gesundheitswesen; Ethik; Technikfolgen
Klassifikation
Technikfolgenabschätzung
Freie Schlagwörter
Machine Learning; Ethical and Societal Implications; Technological Opacity; Weizenbaum-Institut; Weizenbaum Institute
Titel Sammelwerk, Herausgeber- oder Konferenzband
Proceedings of the Weizenbaum Conference 2019 "Challenges of Digital Inequality - Digital Education, Digital Work, Digital Life"
Konferenz
2. Weizenbaum Conference. Berlin, 2019
Sprache Dokument
Englisch
Publikationsjahr
2019
Erscheinungsort
Berlin
Seitenangabe
9 S.
Status
Erstveröffentlichung; begutachtet (peer reviewed)