人工智能伦理:研究挑战和潜在解决方案

Tanzeela Jameel, Rukhsana Ali, Iqra Toheed
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引用次数: 9

摘要

人工智能(AI)是一种快速兴起的范式,在医疗保健、工业和智慧城市中有许多应用。然而,全球对人工智能兴趣的上升激起了公共部门和全球政策制定者的新兴趣。随着人工智能网络(如聊天机器人、自动化系统和帮助代理)成为交互式家庭用品,一个至关重要的研究问题是理解这些自主代理的伦理影响。人工智能决策过程的解释是什么?这些决策和行为的法律、社会和道德后果是什么?这些人工智能系统是否应该被允许为人类做出决策,以及在多大程度上?这些问题以及一些潜在的担忧是现代社会和机构的主要研究重点。与流行和可怕的人工智能反乌托邦形象相反,本文旨在介绍人工智能伦理的最新研究进展。特别是,对不同的人工智能技术进行了简明扼要的介绍,然后详细讨论了人工智能的伦理及其影响因素。由于数据是改进人工智能算法的关键,因此也给出了开发高质量数据的细节。最后,讨论了人工智能伦理问题的解决方案。本文预计将作为一个基本的构建块,并作为人工智能系统的道德解决方案的全面调查。
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Ethics of Artificial Intelligence: Research Challenges and Potential Solutions
Artificial Intelligence (AI) is a rapidly emerging paradigm with many applications in healthcare, industries, and smart cities. However, this rise of global interest in AI has fueled a renewed interest from the public sector and global policymakers. As AI networks (e.g., chatbots, automation systems, and helping agents) are paving their way as interactive household items, a critically important research issue is understanding the ethical impact of these autonomous agents. What is the explanation of the AI decision-making processƒ What are the legal, societal, and moral consequences of these decisions and actionsƒ Should these AI systems be allowed to make decisions for human beings and to what extentƒ These questions along with some of the underlying concerns are the main research focus of modern societies and institutions. Contrary to the popular and frightening dystopic image of AI, this article aims to present recent research developments on the ethics of AI. In particular, a concise and brief introduction to different AI techniques is provided which is followed by a detailed discussion on the ethics of AI and its influencing components. Since data is the key to improve AI algorithms, details on developing high-quality data are also given. Finally, some solutions to the ethical issues of AI are discussed. This article is expected to act as a fundamental building block and as a comprehensive survey for ethical solutions of AI systems.
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