Contextualizing Artificially Intelligent Morality: A Meta-Ethnography of Top-Down, Bottom-Up, and Hybrid Models for Theoretical and Applied Ethics in Artificial Intelligence

Jennafer S. Roberts, Laura N. Montoya
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Abstract

In this meta-ethnography, we explore three different angles of Ethical AI design and implementation in a top-down/bottom-up framework, including the philosophical ethical viewpoint, the technical perspective, and framing through a political lens. We will discuss the values and drawbacks of individual and hybrid approaches within this framework. Examples of approaches include ethics either being determined by corporations and governments (coming from the top), or ethics being called for by the people (coming from the bottom), as well as top-down, bottom-up, and hybrid technicalities of how AI is developed within a moral construct, in consideration of its developers and users, with expected and unexpected consequences and long-term impact. This investigation includes real-world case studies, philosophical debate, and theoretical future thought experimentation based on historical facts, current world circumstances, and possible ensuing realities.
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人工智能道德的语境化:人工智能理论与应用伦理的自上而下、自下而上和混合模型的元民族志
在这个元民族志中,我们在自上而下/自下而上的框架中探索了伦理人工智能设计和实施的三个不同角度,包括哲学伦理观点、技术观点和通过政治视角的框架。我们将在这个框架内讨论单个和混合方法的价值和缺点。方法的例子包括由公司和政府决定的伦理(来自上层),或由人民要求的伦理(来自底层),以及自上而下,自下而上和混合技术,即人工智能如何在非道德结构中发展,考虑到其开发者和用户,预期和意外的后果和长期影响。这项调查包括现实世界的案例研究,哲学辩论,以及基于历史事实,当前世界环境和可能随之而来的现实的理论未来思想实验。
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