CUED Publications database

Transparency: Motivations and Challenges

Weller, A (2019) Transparency: Motivations and Challenges. pp. 23-40. ISSN 0302-9743

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Abstract

Transparency is often deemed critical to enable effective real-world deployment of intelligent systems. Yet the motivations for and benefits of different types of transparency can vary significantly depending on context, and objective measurement criteria are difficult to identify. We provide a brief survey, suggesting challenges and related concerns, particularly when agents have misaligned interests. We highlight and review settings where transparency may cause harm, discussing connections across privacy, multi-agent game theory, economics, fairness and trust.

Item Type: Article
Uncontrolled Keywords: cs.CY cs.CY
Subjects: UNSPECIFIED
Divisions: Div F > Computational and Biological Learning
Depositing User: Unnamed user with email sms67@cam.ac.uk
Date Deposited: 15 Nov 2017 20:14
Last Modified: 09 Sep 2021 02:11
DOI: 10.1007/978-3-030-28954-6_2