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The Right to Explanation: Legal Challenges and the Future of Fairness in Automated Decision-Making

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Abstract

This article examines the legal foundations, scope, and practical challenges of the emerging "Right to Explanation" (RTE) in the European Union’s regulatory framework on Artificial Intelligence (AI). It analyses the cognitive barriers inherent to Automated Decision-Making (ADM) systems — such as opacity, correlation-based logic, and bias — and assesses how the RTE can enhance transparency and fairness. The paper then offers a critical reading of Article 86 of the AI Act, highlighting both its innovative potential and its structural weaknesses, particularly concerning enforceability and accountability. It argues for a tailored, context-sensitive implementation of the RTE to ensure that it can meaningfully safeguard fundamental rights in the digital age.
Original languageEnglish
Pages (from-to)120-138
JournalJournal of AI Law and Regulation
Volume2
Issue number2
DOIs
Publication statusPublished - 3 Jul 2025

Keywords

  • right to explanation
  • RTE
  • AI Act
  • Artificial Intelligence Act
  • Automated decision-making
  • Fairness

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