Is artificial intelligence leading to a new technological paradigm?

IF 5 2区 经济学 Q1 ECONOMICS
Giacomo Damioli , Vincent Van Roy , Daniel Vertesy , Marco Vivarelli
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引用次数: 0

Abstract

Artificial intelligence (AI) is emerging as a transformative innovation with the potential to drive significant economic growth and productivity gains. This study examines whether AI is initiating a technological revolution, signifying a new technological paradigm, using the perspective of evolutionary neo-Schumpeterian economics. Using a global dataset combining information on AI patenting activities and their applicants between 2000 and 2016, our analysis reveals that AI patenting has accelerated and substantially evolved in terms of its pervasiveness, with AI innovators shifting from the ICT core industries to non-ICT service industries over the investigated period. Moreover, there has been a decrease in concentration of innovation activities and a reshuffling in the innovative hierarchies, with innovative entries and young and smaller applicants driving this change. Finally, we find that AI technologies play a role in generating and accelerating further innovations (so revealing to be “enabling technologies”, a distinctive feature of GPTs). All these features have characterised the emergence of major technological paradigms in the past and suggest that AI technologies may indeed generate a paradigmatic shift or, at least, a major radical transformation within the ICT paradigm.
人工智能正在引领一种新的技术范式吗?
人工智能(AI)正在成为一种变革性的创新,有可能推动经济的显著增长和生产率的提高。本研究运用进化新熊彼特经济学的视角,考察人工智能是否正在引发一场技术革命,标志着一种新的技术范式。利用2000年至2016年间人工智能专利活动及其申请人信息的全球数据集,我们的分析表明,人工智能专利的普及程度加快并大幅发展,人工智能创新者在调查期间从ICT核心行业转向非ICT服务行业。此外,创新活动的集中度有所下降,创新层级也在重新洗牌,创新项目和年轻、规模较小的申请者推动了这一变化。最后,我们发现人工智能技术在产生和加速进一步创新方面发挥了作用(因此揭示了“使能技术”,这是gpt的一个显著特征)。所有这些特征都是过去主要技术范式出现的特征,并表明人工智能技术确实可能产生范式转变,或者至少是信息通信技术范式内的重大根本性转变。
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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来源期刊
CiteScore
9.60
自引率
4.90%
发文量
159
期刊介绍: Structural Change and Economic Dynamics publishes articles about theoretical, applied and methodological aspects of structural change in economic systems. The journal publishes work analysing dynamics and structural breaks in economic, technological, behavioural and institutional patterns.
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