Robots, AI, and unemployment

IF 1.9 3区 经济学 Q2 ECONOMICS
Noritaka Kudoh , Hiroaki Miyamoto
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引用次数: 0

Abstract

Do robots and artificial intelligence (AI) cause joblessness? We develop a dynamic general equilibrium model with search-matching frictions. In our model, robots substitute routine human tasks, and AI substitutes abstract human tasks. We find a cutoff level for the elasticity of substitution between routine labor input and robots, above which an increase in robot productivity leads to increased unemployment. We examine a scenario in which AI-driven automation of abstract tasks transforms high-skilled workers into unskilled ones. A substantial productivity gain through AI is required to offset the output loss associated with this labor displacement.
机器人、人工智能和失业
机器人和人工智能(AI)会导致失业吗?我们建立了一个具有搜索匹配摩擦的动态一般均衡模型。在我们的模型中,机器人取代了常规的人类任务,人工智能取代了抽象的人类任务。我们发现了常规劳动投入和机器人之间替代弹性的截断水平,在此水平之上,机器人生产率的提高导致失业率的增加。我们研究了一个场景,在这个场景中,人工智能驱动的抽象任务自动化将高技能工人转变为无技能工人。需要通过人工智能大幅提高生产率,以抵消与这种劳动力转移相关的产出损失。
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来源期刊
CiteScore
3.10
自引率
10.50%
发文量
199
期刊介绍: The journal provides an outlet for publication of research concerning all theoretical and empirical aspects of economic dynamics and control as well as the development and use of computational methods in economics and finance. Contributions regarding computational methods may include, but are not restricted to, artificial intelligence, databases, decision support systems, genetic algorithms, modelling languages, neural networks, numerical algorithms for optimization, control and equilibria, parallel computing and qualitative reasoning.
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