mlsanityData to 7 Oct 2026

The Myth of Complete AI-Fairness

arXiv 2104.12544 ↗First posted 6 Apr 2021cs.CYcited by 3

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Abstract (arXiv)

The idea of fairness and justice has long and deep roots in Western civilization, and is strongly linked to ethics. It is therefore not strange that it is core to the current discussion about the ethics of development and use of AI systems. In this short paper, I wish to further motivate my position in this matter: ``I will never be completely fair. Nothing ever is. The point is not complete fairness, but the need to establish metrics and thresholds for fairness that ensure trust in AI systems".

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 6 Apr 2021.

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3 papers.