各国随时间推移创建人工智能增强型解决方案的经济框架

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Information Systems Frontiers Pub Date : 2024-06-24 DOI:10.1007/s10796-024-10487-w
Jin Sik Kim, Jinsoo Yeo, Hemant Jain
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引用次数: 0

摘要

本文探讨了具有不同资源禀赋的国家之间开展合作的潜力,以推动人工智能创新并实现共同经济利益。我们的框架将具有人工智能资本比较优势的经济体与具有技术劳动力比较优势的经济体并列,分析这些禀赋如何随着时间的推移增强比较优势。通过应用各种生产函数和埃奇沃斯箱,我们的分析揭示了基于比较优势的战略合作可以为发达国家和发展中国家带来帕累托改进。不过,本研究也讨论了利益分配不均所带来的挑战,特别是发展中国家 "人才外流 "的风险。本研究为有关人工智能经济学和国际合作的讨论做出了贡献,强调了深思熟虑的战略规划对于促进全球公平和可持续的人工智能发展的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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An Economic Framework for Creating AI-Augmented Solutions Across Countries Over Time

This paper examines the potential for collaboration between countries with differential resource endowments to advance AI innovation and achieve mutual economic benefits. Our framework juxtaposes economies with a comparative advantage in AI-capital and those with a comparative advantage in tech-labor, analyzing how these endowments can lead to enhanced comparative advantages over time. Through the application of various production functions and the use of Edgeworth boxes, our analysis reveals that strategic collaboration based on comparative advantage can yield Pareto improvements for both developed and developing countries. Nonetheless, this study also discusses the challenges of uneven benefit distribution, particularly the risk of “brain drain” from developing nations. Contributing to the discourse on the economics of AI and international collaboration, this study highlights the importance of thoughtful strategic planning to promote equitable and sustainable AI development worldwide.

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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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