Inherent Limitations of AI Fairness.
In: Communications of the ACM, Jg. 67 (2024-02-01), Heft 2, S. 48-55
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Zugriff:
This article investigates artificial intelligence (AI) fairness in decision-making specifically examining the limitations of this process. The article discusses eight inherent limitations in AI fairness including lack of fairness in human decision-making used to train the AI model, lack of a universal fairness definition, and limited power over the complete decision-making process.
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Inherent Limitations of AI Fairness.
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Autor/in / Beteiligte Person: | BUYL, MAARTEN ; DE BIE, TIJL |
Zeitschrift: | Communications of the ACM, Jg. 67 (2024-02-01), Heft 2, S. 48-55 |
Veröffentlichung: | 2024 |
Medientyp: | serialPeriodical |
ISSN: | 0001-0782 (print) |
DOI: | 10.1145/3624700 |
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