人工智能与量子技术的融合:技术演进中的加速增长效应

Mario Coccia
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引用次数: 0

摘要

技术研究领域的基本问题之一是阐明技术演变的驱动力和动力,以维持工业和经济变革。本研究正视了这一问题,通过分析趋同技术来解释对随时间演变的动力的影响。本文利用基于科技信息(出版物和专利)的技术演进计量模型,重点研究人工智能和量子技术之间的技术互动。研究结果表明,量子技术的增长率为 1.07,人工智能技术的增长率为 1.37,而量子技术和人工智能技术融合后的技术互动的加速增长率为 1.58,高于这些技术单独的发展趋势。这些发现表明,技术互动是突破性技术和颠覆性创新快速发展的基本决定因素之一。关于融合技术影响的结果的演绎意义是(a) 加速进化增长;(b) 支持快速技术进化的出版物推动专利的不成比例(异速)增长。我们的研究结果为政策制定者、技术分析师和研发管理人员的决策提供了政策和管理方面的启示,他们可以将研发投资引向激进技术之间富有成效的相互关系,从而促进科技变革,对社会和经济产生积极影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Converging Artificial Intelligence and Quantum Technologies: Accelerated Growth Effects in Technological Evolution
One of the fundamental problems in the field of technological studies is to clarify the drivers and dynamics of technological evolution for sustaining industrial and economic change. This study confronts the problem by analyzing the converging technologies to explain effects on the evolutionary dynamics over time. This paper focuses on technological interaction between artificial intelligence and quantum technologies using a technometric model of technological evolution based on scientific and technological information (publications and patents). Findings show that quantum technology has a growth rate of 1.07, artificial intelligence technology has a rate of growth of 1.37, whereas the technological interaction of converging quantum and artificial intelligence technologies has an accelerated rate of growth of 1.58, higher than trends of these technologies taken individually. These findings suggest that technological interaction is one of the fundamental determinants in the rapid evolution of path-breaking technologies and disruptive innovations. The deductive implications of results about the effects of converging technologies are: (a) accelerated evolutionary growth; (b) a disproportionate (allometric) growth of patents driven by publications supporting a fast technological evolution. Our results support policy and managerial implications for the decision making of policymakers, technology analysts, and R&D managers that can direct R&D investments towards fruitful inter-relationships between radical technologies to foster scientific and technological change with positive societal and economic impcats.
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