Bellaby, R. (2026) Developing an ethical framework for intelligence-AI. AI and Ethics, 6. 229. ISSN: 2730-5961
Abstract
This paper develops a specialised ethical framework for evaluating the use of Artificial Intelligence (AI) in intelligence operations (“intelligence-AI”). While AI enhances analytical and predictive capacities, its integration into intelligence work raises distinctive ethical concerns regarding privacy, autonomy and social cohesion. Concerns that are not addressed by mainstream AI ethics. The framework developed in this paper provides the conceptual tools to understand not only the type of harm intelligence-AI can cause but also its particular level. The framework then links these levels of harm to a corresponding justificatory scale grounded in anticipatory self-defence. This scale is calibrated by threat magnitude, temporal proximity, evidential quality and target liability, and provides a structured basis for determining if and when intelligence-AI may be permissible. This novel approach provides a more robust conceptualisation of how to resolve the ethical tension caused by using potentially harmful intelligence tools while still recognising their importance for protecting people from threats, thereby equipping intelligence operators with the tools for more insightful reflection on the material the AI produces.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © The Author(s) 2026. Open Access: This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
| Keywords: | AI; Intelligence; Self-defence; Discrimination; Privacy; Autonomy |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Social Sciences (Sheffield) > School of Sociological Studies, Politics and International Relations |
| Date Deposited: | 30 Mar 2026 14:29 |
| Last Modified: | 30 Mar 2026 18:45 |
| Status: | Published |
| Publisher: | Springer |
| Refereed: | Yes |
| Identification Number: | 10.1007/s43681-026-01076-5 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:239634 |
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