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Data Access and AI Explainability

Name: Data Access and AI Explainability
Brand: Cambridge University Press
SKU: 9781009627375
Price: 226.98 HKD
Availability: InStock
Author: Frank Pasquale
ISBN: 9781009627375

By Frank Pasquale

Cambridge University Press October 2025

Specifications

ISBN-13: 9781009627375
Publisher: Cambridge University Press
Publication: October 2025
Format: Paperback
Jurisdiction: U.K. ? Countri(es) for reference only

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As managers digitize judgment using AI, their evaluations of persons risk imposing benefits and burdens in opaque and unaccountable ways. A wide range of harms may occur when access to one's personal data (and meaningful information about its use) is denied. Key data access rights and AI explainability guarantees in US. and EU law are designed to ameliorate the harms caused by irresponsible digitization, but their definition and range of application is contested. A robust policy evaluation framework will be needed to inform the proper level and scope of information access, as regulators clarify the contours of such rights and guarantees. By revealing the stakes of data access, this Element offers a useful evaluative framework for those interpreting and applying laws of data protection and AI explainability.

1. Introduction

2. Uses and Misuses of Data

3. The Growth and Contested Scope of Access Rights Initiatives

4. The Future of Information Access Rights: Empowering Civil Society and Social Reform

5. Conclusion: Increasing the Dimensionality of Policy Evaluation with Respect to Data Protection

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