Forecasting the Impact of Automation on Jobs

C. Estlund
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Abstract

Chapter 2 digs more deeply into the outlook for job destruction and job creation, and adds some theory and data to Chapter 1’s anecdotes about how machines can replace human workers. It reports an emerging consensus among leading scholars that automation is already contributing to the polarization, or hollowing out, of the labor market by destroying more middle-skill jobs than it is creating. And it reports on the more concerning prediction—still a minority view though more than plausible—that machines are destined to produce overall net job losses as they continually whittle away at humans’ comparative advantages. The chapter arrives at a working premise for the rest of the book that straddles those two forecasts: We are facing a future of less work—at least less work for those with ordinary human skills and without advanced education, and perhaps less work overall. While that straddle might seem untenable, either forecast is similarly bleak for most workers—if we do not respond constructively; and when it comes to the shape of a constructive response, both forecasts point largely in the same direction.
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预测自动化对工作的影响
第二章更深入地探讨了就业机会的毁灭和创造,并在第一章关于机器如何取代人类工人的轶事的基础上增加了一些理论和数据。报告称,一些知名学者逐渐达成共识,认为自动化已经导致了劳动力市场的两极分化或空心化,因为它摧毁的中等技能工作岗位比它创造的要多。它还报道了一个更令人担忧的预测——尽管这一预测似乎不太可信,但仍是少数人的观点——即随着机器不断削弱人类的相对优势,它们注定会造成总体上的净失业。这一章为本书接下来的内容提供了一个可行的前提,它横跨了这两种预测:我们正面临着一个工作减少的未来——至少对于那些拥有普通人类技能、没有受过高等教育的人来说,工作减少了,或许总体上工作也减少了。虽然这两种预测似乎站不住脚,但对大多数工人来说,这两种预测都同样黯淡——如果我们不做出建设性的回应;当谈到建设性回应的形式时,两种预测基本上指向相同的方向。
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