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April 27, 20260 citationsOpen Access

Title of the Analytical Paper: The "Black Box" Problem in Artificial Intelligence and the Right to Explanation of Decisions

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JEJasmina Erkinbaeva

Key Points

  • This article explores the black box problem in AI and emphasizes the right of individuals to explanations for automated decisions.
  • Conducted a comparative legal analysis of international regulations
  • Examined the GDPR, EU Artificial Intelligence Act, and laws of Uzbekistan
  • Analyzed the methodological implications of transparency in algorithmic systems
  • Highlight the need for comprehensive legal frameworks to enhance algorithmic transparency
  • Identify gaps in existing laws regarding the right to explanation
  • Suggest integrating legal, technical, and ethical approaches for better regulation

Abstract

This article examines one of the most pressing issues in modern law and information technology—the “black box” phenomenon in artificial intelligence systems and the associated right of individuals to obtain explanations of automated decisions. The methodological basis of the study is a comparative legal analysis of international approaches to regulating the transparency of algorithmic systems, including the General Data Protection Regulation (GDPR) of the European Union, the EU Artificial Intelligence Act of 2024, as well as the national legislation of the Republic of Uzbekistan, in particular Presidential Decree No. UP-189 dated October 22, 2025. The results of the study indicate the need for a comprehensive approach that combines legal, technical, and ethical tools to ensure algorithmic transparency.

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Cite This Study

Jasmina Erkinbaeva (2026) studied this question.

synapsesocial.com/papers/69eefd64fede9185760d41e7https://doi.org/10.5281/zenodo.19768446
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