Barrance, E;
Kazim, E;
Hilliard, A;
Trengove, M;
Zannone, S;
Koshiyama, A;
(2022)
Overview and commentary of the CDEI's extended roadmap to an effective AI assurance ecosystem.
Frontiers in Artificial Intelligence
, 5
, Article 932358. 10.3389/frai.2022.932358.
Preview |
Text
frai-05-932358.pdf - Published Version Download (249kB) | Preview |
Abstract
In recent years, the field of ethical artificial intelligence (AI), or AI ethics, has gained traction and aims to develop guidelines and best practices for the responsible and ethical use of AI across sectors. As part of this, nations have proposed AI strategies, with the UK releasing both national AI and data strategies, as well as a transparency standard. Extending these efforts, the Centre for Data Ethics and Innovation (CDEI) has published an AI Assurance Roadmap, which is the first of its kind and provides guidance on how to manage the risks that come from the use of AI. In this article, we provide an overview of the document's vision for a “mature AI assurance ecosystem” and how the CDEI will work with other organizations for the development of regulation, industry standards, and the creation of AI assurance practitioners. We also provide a commentary of some key themes identified in the CDEI's roadmap in relation to (i) the complexities of building “justified trust”, (ii) the role of research in AI assurance, (iii) the current developments in the AI assurance industry, and (iv) convergence with international regulation.
Type: | Article |
---|---|
Title: | Overview and commentary of the CDEI's extended roadmap to an effective AI assurance ecosystem |
Location: | Switzerland |
Open access status: | An open access version is available from UCL Discovery |
DOI: | 10.3389/frai.2022.932358 |
Publisher version: | https://doi.org/10.3389/frai.2022.932358 |
Language: | English |
Additional information: | © 2022 Barrance, Kazim, Hilliard, Trengove, Zannone and Koshiyama. This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/). |
Keywords: | artificial intelligence (AI), compliance, ethics, governance, regulation, roadmap, standards |
UCL classification: | UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science UCL > Provost and Vice Provost Offices > UCL BEAMS UCL |
URI: | https://discovery.ucl.ac.uk/id/eprint/10155674 |
Archive Staff Only
![]() |
View Item |