论文标题

全世界AI伦理的不同面孔:原则实施差距分析

The Different Faces of AI Ethics Across the World: A Principle-Implementation Gap Analysis

论文作者

Tidjon, Lionel Nganyewou, Khomh, Foutse

论文摘要

人工智能(AI)通过医疗保健,太空勘探,银行和金融方面的几种应用来改变我们的日常生活。 AI中的这些快速进步引起了人们对AI技术对社会的潜在影响的关注,并带来了可疑的后果。近年来,政府,国家和国际组织已经发布了几种道德原则。这些原则概述了高级戒律,以指导AI的道德发展,部署和治理。但是,这些原则的抽象性质,多样性和上下文依赖性使它们难以实施和运作,从而导致原理及其执行之间的差距。最近的工作分析并总结了现有的AI原则和准则,但它们没有提供有关原理实现差距以及如何减轻它们的发现。这些发现对于确保AI实施与道德原则和价值观保持一致,这一点尤其重要。在本文中,我们为各大洲的当前道德AI原则提供了上下文和全球评估,旨在确定针对特定国家 /地区或跨国适用的潜在原则特征。接下来,我们分析了当前的AI准备就绪和当前在不同国家中的道德AI原则的实施,以确定AI原则及其原因的差距。最后,我们提出建议,以减轻原理实现差距。

Artificial Intelligence (AI) is transforming our daily life with several applications in healthcare, space exploration, banking and finance. These rapid progresses in AI have brought increasing attention to the potential impacts of AI technologies on society, with ethically questionable consequences. In recent years, several ethical principles have been released by governments, national and international organisations. These principles outline high-level precepts to guide the ethical development, deployment, and governance of AI. However, the abstract nature, diversity, and context-dependency of these principles make them difficult to implement and operationalize, resulting in gaps between principles and their execution. Most recent work analysed and summarized existing AI principles and guidelines but they did not provide findings on principle-implementation gaps and how to mitigate them. These findings are particularly important to ensure that AI implementations are aligned with ethical principles and values. In this paper, we provide a contextual and global evaluation of current ethical AI principles for all continents, with the aim to identify potential principle characteristics tailored to specific countries or applicable across countries. Next, we analyze the current level of AI readiness and current implementations of ethical AI principles in different countries, to identify gaps in the implementation of AI principles and their causes. Finally, we propose recommendations to mitigate the principle-implementation gaps.

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