1. Inherent Limitations of AI Fairness.
- Author
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BUYL, MAARTEN and DE BIE, TIJL
- Subjects
ARTIFICIAL intelligence ,COMPUTERS in decision making ,ALGORITHMS ,MACHINE learning ,ALGORITHMIC bias - Abstract
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.
- Published
- 2024
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