arXiv cs.CY· Alexandra Pr\'egent, Alexei Grinbaum·· 6 天前AI 评分18
如何培养 AI 伦理能力：一套训练框架
Developing Competency in AI Ethics: A training framework
AI 导读
该研究提出一套 AI 伦理训练框架，围绕问题识别、需求映射、措施选择与张力识别四项相互关联的任务，帮助 AI 研究人员与工程师、研究伦理委员会成员、政策制定者和学生把抽象伦理要求转化为具体行动。框架配套伦理清单、措施组合、三类实践练习及培训师指南，并总结了试点培训的经验与建议。
正文 · 原文
Abstract:We present a training framework for developing core competencies in the practical operationalisation of AI ethics: (1) identifying ethical concerns; (2) determining which standard ethics requirements they implicate; (3) selecting and prioritising concrete technical and organisational measures to address them; and (4) recognising ethics tensions and reasoning about trade-offs where such tensions cannot be fully resolved. The framework is intended for researchers and engineers in AI, Research Ethics Committee members, policymakers, and students, providing them with practical tools for translating abstract ethical requirements into concrete actions. The framework provides a step-by-step approach organised around four interconnected tasks: issue identification, requirement mapping, measure selection, and tension identification. These tasks are supported by a suite of training materials, including an Ethics Checklist and a Portfolio of Measures. Here, we complement them with a set of practical exercises of three different types as well as trainer guides. We also discuss lessons learned in pilot training sessions and offer recommendations for trainers.
| Comments: | 16 pages, 6 annexes with training materials |
| Subjects: | Computers and Society (cs.CY) |
| Cite as: | arXiv:2610.13319 [cs.CY] |
| (or arXiv:2610.13319v1 [cs.CY] for this version) | |
| https://doi.org/10.48550/arXiv.2610.13319 arXiv-issued DOI via DataCite (pending registration) |
Submission history
From: Alexei Grinbaum [view email]
[v1]
Fri, 9 Oct 2026 10:01:04 UTC (5,754 KB)
来源：arXiv cs.CY · arxiv.org