Equality insights for the development of fairer AI systems and the control of its discriminatory impacts
Capellà Ricart, Anna (Universitat Autònoma de Barcelona. Departament de Dret Públic i de Ciències Historicojurídiques)

Fecha:	2025
Descripción:	16 pàg.
Resumen:	In this paper we take as a reference the AI Act and the EU Directives on standards for equality bodies (2024/1499 and 2024/1500) with the aim to analyse how institutions can play a role in developing fairer AI systems. In parallel, we study the relevance of equality and non-discrimination experts to convey the scope and complexity of some concepts that are used in the non-discrimination field (such as intersectionality or structural discrimination) to the AI discipline, because they are not always easily traduced. We examine these questions regarding certain provisions of the AI Act that involve data governance, redress measures, the development of AI systems, the assessment of the impact on fundamental rights and the investigation regarding discriminatory results of AI systems. Furthermore, we argue that algorithmic discrimination, by shedding new light on the complex, varied and interconnected mechanisms by which discrimination operates, is pressing non-discrimination law to evolve from a simpler structure to a more sophisticated approach to inequality.
Derechos:	Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.
Lengua:	Anglès
Documento:	Article ; recerca ; Versió publicada
Materia:	Equality ; Artificial intelligence ; Algorithms ; Fairness ; High-risk

16 p, 281.8 KB

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