AI and transparency

Aula, Ville and Erkkilä, Tero (2024) AI and transparency. In: Paul, Regine, Carmel, Emma and Cobbe, Jennifer, (eds.) Handbook on Public Policy and Artificial Intelligence. Handbooks of Research on Public Policy series. Edward Elgar, Cheltenham, UK, 170 - 180. ISBN 9781803922164

Text (Aula Erkkilä 2024 - AI Transparency LSERO) - Accepted Version Repository staff only until 21 June 2025. Download (396kB)

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Abstract

This chapter critically explores how the concept of transparency is used in the emerging scholarly and policy debates on AI systems, focusing on its political character. The concept of transparency has evolved over time, containing democratic and economic connotations, but is now gaining new technical interpretations in the context of AI systems. This conceptual shift is important, because the emerging sociotechnical understanding of algorithmic transparency foregrounds specific framings of policy problems while deprioritizing others. As a political concept algorithmic transparency hence carries the potential to be instrumentalized for promoting technical and ethical solutions to AI instead of considering its broader democratic and economic aspects. We conclude that current scholarly and policy debates on algorithmic transparency fall short on establishing actual institutional arrangements through which civil society actors and key stakeholders could control the use of algorithmic and AI applications.

Item Type:	Book Section
Additional Information:	© 2024 Editors and Contributors Severally
Divisions:	Government
Subjects:	T Technology > T Technology (General) Q Science > Q Science (General)
Date Deposited:	14 Nov 2024 08:45
Last Modified:	11 Dec 2024 18:16
URI:	http://eprints.lse.ac.uk/id/eprint/126068

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