Publication: The man behind the curtain: appropriating fairness in AI
The man behind the curtain: appropriating fairness in AI
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Korecki, M., Köstner, G., Martinelli, E., & Carissimo, C. (2024). The man behind the curtain: appropriating fairness in AI. Minds and Machines, 34, 7. https://doi.org/10.1007/s11023-024-09669-x
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Our goal in this paper is to establish a set of criteria for understanding the meaning and sources of attributing (un)fairness to AI algorithms. To do so, we first establish that (un)fairness, like other normative notions, can be understood in a proper primary sense and in secondary senses derived by analogy. We argue that AI algorithms cannot be said to be (un)fair in the proper sense due to a set of criteria related to normativity and agency. However, we demonstrate how and why AI algorithms can be qualified as (un)fair by analogy a
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Korecki, M., Köstner, G., Martinelli, E., & Carissimo, C. (2024). The man behind the curtain: appropriating fairness in AI. Minds and Machines, 34, 7. https://doi.org/10.1007/s11023-024-09669-x