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Data Access and AI Explainability (Elements in Data Rights and Wrongs)

SKU: 9781009627375

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An examination of how data access and AI transparency intersect with individual rights and societal accountability. Frank Pasquale explores the legal and ethical frameworks needed to ensure AI systems are explainable and fair.

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Description

This element explores the critical relationship between data access rights and the explainability of artificial intelligence systems. Frank Pasquale investigates how transparency in AI decision-making relates to broader questions of data rights and individual autonomy in the digital age.

The book addresses fundamental questions about who controls data, who benefits from AI systems, and how citizens can understand and challenge algorithmic decisions affecting their lives. Pasquale examines regulatory approaches, technical standards, and institutional frameworks that could enable meaningful data access and AI accountability.

Drawing on legal theory, technology ethics, and policy analysis, this work demonstrates why explainable AI is not merely a technical challenge but a crucial component of digital rights. It argues for systemic reforms that balance innovation with transparency, corporate interests with public welfare, and efficiency with democratic accountability in an increasingly AI-driven society.

Additional information

Author

Frank Pasquale

Publisher

‏ : ‎ Cambridge University Press

ISBN

9781009627375

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