Race Against the Machine

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Race Against the Machine
Race Against the Machine.jpg
AuthorErik Brynjolfsson
Andrew McAfee
CountryUnited States

Race Against the Machine is a non-fiction book from 2011 by Erik Brynjolfsson and Andrew McAfee about the interaction of digital technology, employment and organization. The full title of the book is: Race Against the Machine: How the Digital Revolution Is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy.


The main thesis of this book is that we are in the midst of a technological revolution that is radically redefining what work is, how value is created, and how the economy distributes that value. The authors stumbled upon these ideas after analyzing the unique economic recovery that followed the Great Recession of 2008. When the recession ended, many measures of economic health (such as GDP, corporate profits, and investment in equipment and software) rebounded quickly; however, one measure, unemployment, lagged behind. This observation led the authors to conclude that a drastic shift in the means of production was taking place. The authors believe that technology is causing this shift, simultaneously boosting the productivity of firms while also eliminating the need for many forms of human labor. As the authors came to this conclusion, they looked around to see if anyone else had begun to analyze this trend. When they found that technology was largely being left out of the mainstream discussion of unemployment, they decided that they would write this book to help get the ball rolling.[1] One supporting point in the book is that the pace of automation has picked up in recent years due to a combination of increasingly clever technologies such as robotics, numerically controlled machines, computerized inventory management software, speech recognition, speaker recognition, language translation, self-driving vehicles, pattern recognition and online commerce. The authors write that businesses are increasingly substituting machines for people, and that rate at which digital technologies are advancing is exponentially higher than that of the organizations, institutions, and individuals within our economy. Additionally, the corporate use of equipment and software is increasing faster than the rate than employment.[2][3][4][5][6]

Brynjolfsson and McAfee write that advanced digital technologies are making people more innovative, productive and richer, both in the short- and long-term, but potentially at the cost of increasing wealth inequality in society. In the authors' view, one of the main in-egalitarian consequences of digital technological developments is its potentially negative impact on some types of employment, such as routine information processing work. The authors appear to advocate for a collaborative partnership between computers and humans as the road to future job creation. "In medicine, law, finance, retailing, manufacturing and even scientific discovery," they write, "the key to winning the race is not to compete against machines but to compete with machines."[2][3][4][5][6]


Given the advancement of technology, the authors have several recommendations for policymakers in the United States to increase economic prosperity, including:[7]

  • Investing more in education, starting with increasing teacher salaries
  • More accountability for teachers on performance metrics, possibly including the elimination of tenure
  • Focus education on useful outcomes and less on signaling prestige, time, or effort, by separating instruction from certification and testing
  • More instructional hours per year for K-12 students
  • Expand immigration of entrepreneurs and skilled workers, including both permanent residents and H1-B
  • Teach entrepreneurship skills in higher education (outside of business schools)
  • Speed the creation of startups with franchise opportunities, online guides, and clearinghouses
  • Reduce regulatory barriers to new business creation
  • Invest more in communication and transportation infrastructure improvements
  • Invest more in government funding for basic research
  • Maintain labor market fluidity and the ability to hire and fire
  • Reduce payroll taxes (to make it more attractive to hire a person rather than a machine) and increase taxes on congestion and pollution
  • De-couple health insurance from employment
  • Keep crowdsourcing businesses like Amazon Mechanical Turk lightly regulated to allow experimentation
  • Eliminate tax breaks for home mortgages and reallocate the proceeds to education and research
  • Reduce government subsidies for the financial services industry, to free talent for other industries
  • Reform the patent system, and speed up patent adjudication
  • Reduce the length of copyright terms and expand fair use


Like Jeremy Rifkin's book The End of Work, The Race against the Machine has been criticized for lacking credible evidence in making predictions about future job loss.[8] Recent research suggest the invention and distribution of computers during the 1990s increased employment, rather than decreased it.[9]

See also[edit]


  1. ^ Brynjolfsson, Erik; McAfee, Andrew (2011). Race Against The Machine: How the Digital Revolution is Accelerating Innovation, Driving Productivity, and Irreversibly Transforming Employment and the Economy. Lexington, Massachusetts: Digital Frontier Press.
  2. ^ a b Steve Lohr, More Jobs Predicted for Machines, Not People, book review in The New York Times, 2011.10.23
  3. ^ a b Andrew Keen, Keen On How The Internet Is Making Us Both Richer and More Unequal (TCTV), interview with Andrew McAfee and Erik Brynjolfsson, TechCrunch, 2011.11.15
  4. ^ a b JILL KRASNY, MIT Professors: The 99% Should Shake Their Fists At The Tech Boom, Business Insider, 2011.11.25
  5. ^ a b Ascher Schechter, After the Working Class, Technology is Eliminating the Middle Class, TheMarker, 2013.01.11. Quotations and citations in this Wikipedia article are based on the translation from Hebrew to English of the TheMarker article.
  6. ^ a b Scott Timberg, The Clerk, RIP, Salon.com, 2011.12.18
  7. ^ http://ebusiness.mit.edu/erik/ma2012_brynjolfsson_mcafee.pdf
  8. ^ E McGaughey, 'Will Robots Automate Your Job Away? Full Employment, Basic Income, and Economic Democracy' (2018) SSRN, part 2(2), 13-14
  9. ^ J Bessen, ‘How Computer Automation Affects Occupations: Technology, jobs, and skills’ (2016) Boston University, Law & Economics WP No. 15-49


External links[edit]