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My research project
Regulatory Impact Assessment Algorithms Under the EU AI Act: A Jurisprudential PerspectiveThe research project "Regulatory Impact Assessment Algorithms Under the EU AI Act: A Jurisprudential Perspective" delves into the intricate intersection of regulatory frameworks and artificial intelligence (AI) governance within the European Union (EU). With a keen focus on the EU AI Act, the project explores the implementation and implications of regulatory impact assessment algorithms. Through a jurisprudential lens, it scrutinizes the legal and ethical considerations surrounding AI regulation, aiming to provide insightful perspectives on how these algorithms should be shaped by the evolving landscape of AI governance in the EU.
The research project "Regulatory Impact Assessment Algorithms Under the EU AI Act: A Jurisprudential Perspective" delves into the intricate intersection of regulatory frameworks and artificial intelligence (AI) governance within the European Union (EU). With a keen focus on the EU AI Act, the project explores the implementation and implications of regulatory impact assessment algorithms. Through a jurisprudential lens, it scrutinizes the legal and ethical considerations surrounding AI regulation, aiming to provide insightful perspectives on how these algorithms should be shaped by the evolving landscape of AI governance in the EU.
ResearchResearch interests
artificial intelligence, jurisprudence, fundamental rights
Research interests
artificial intelligence, jurisprudence, fundamental rights
Publications
The reliance on algorithms for making important decisions instead of humans is widespread, but the expectation for automated decisions to be unbiased is not met. Algorithms have inherited discriminatory behavior from humans and now individuals with protected characteristics face systemic discrimination as a result. To address this pressing issue, the current anti-discrimination laws are studied in this project instead of discussing future regulations. The paper begins by introducing algorithms, machine learning, and automated decision-making and then explains the concept of algorithmic bias. The anti-discrimination laws in the European Union are analyzed to determine the applicability of the legislation (2000/43/EC, 2000/78/EC, 2004/113/EC, 2006/54/EC) in combating algorithmic bias. Although the legislation has limited scope in addressing algorithmic bias, the concept of discrimination, particularly indirect discrimination, can be used to address algorithmic bias in employment, the welfare system, and access to goods and services.