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''Race Against the Machine'' is a non-fiction book from 2011 by
Erik Brynjolfsson Erik Brynjolfsson (born 1962) is an American academic, author and inventor. He is the Jerry Yang and Akiko Yamazaki Professor and a Senior Fellow at Stanford University where he directs thDigital Economy Labat the Stanford Institute for Human-Cen ...
and
Andrew McAfee Andrew Paul McAfee (born ), a principal research scientist at MIT, is cofounder and codirector of the MIT Initiative on the Digital Economy at the MIT Sloan School of Management. He studies how digital technologies are changing the world. Life ...
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''.


Contents

The main thesis of the 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. In particular, the authors observe that after the
Great Recession The Great Recession was a period of marked general decline, i.e. a recession, observed in national economies globally that occurred from late 2007 into 2009. The scale and timing of the recession varied from country to country (see map). At ...
of 2007–2008, many measures of economic health (such as GDP, corporate profits, and investment in equipment and software) rebounded quickly, while unemployment lagged behind, which they attribute to technology eliminating the need for many forms of human labor. Examples of technology they point to are
robotics Robotics is an interdisciplinary branch of computer science and engineering. Robotics involves design, construction, operation, and use of robots. The goal of robotics is to design machines that can help and assist humans. Robotics integrat ...
,
numerically controlled Numerical control (also computer numerical control, and commonly called CNC) is the automated control of machining tools (such as drills, lathes, mills, grinders, routers and 3D printers) by means of a computer. A CNC machine processes a piec ...
machines, computerized
inventory management software Inventory management software is a software system for tracking inventory levels, orders, sales and deliveries. It can also be used in the manufacturing industry to create a work order, bill of materials and other production-related documents. Co ...
,
speech recognition Speech recognition is an interdisciplinary subfield of computer science and computational linguistics that develops methodologies and technologies that enable the recognition and translation of spoken language into text by computers with the m ...
, speaker recognition,
language translation Translation is the communication of the meaning of a source-language text by means of an equivalent target-language text. The English language draws a terminological distinction (which does not exist in every language) between ''transla ...
,
self-driving vehicles Vehicular automation involves the use of mechatronics, artificial intelligence, and multi-agent systems to assist the operator of a vehicle (car, aircraft, watercraft, or otherwise).Hu, J.; Bhowmick, P.; Lanzon, A.,Group Coordinated Control o ...
,
pattern recognition Pattern recognition is the automated recognition of patterns and regularities in data. It has applications in statistical data analysis, signal processing, image analysis, information retrieval, bioinformatics, data compression, computer graphi ...
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 of employment.Steve Lohr,
More Jobs Predicted for Machines, Not People
'' book review in ''
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
'', 2011.10.23
Andrew Keen Andrew Keen (born c. 1960Saracevic, Alan T. (15 October 2006)Debate 2.0 / Weighing the merits of the new Webocracy.''San Francisco Chronicle'' ("Age: 46")) is a British-American entrepreneur and author. He is particularly known for his view tha ...
,
Keen On How The Internet Is Making Us Both Richer and More Unequal (TCTV)
'' interview with
Andrew McAfee Andrew Paul McAfee (born ), a principal research scientist at MIT, is cofounder and codirector of the MIT Initiative on the Digital Economy at the MIT Sloan School of Management. He studies how digital technologies are changing the world. Life ...
and
Erik Brynjolfsson Erik Brynjolfsson (born 1962) is an American academic, author and inventor. He is the Jerry Yang and Akiko Yamazaki Professor and a Senior Fellow at Stanford University where he directs thDigital Economy Labat the Stanford Institute for Human-Cen ...
,
TechCrunch TechCrunch is an American online newspaper focusing on high tech and startup companies. It was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington and Keith Teare. In 2010, AOL acquired the company for approximately ...
, 2011.11.15
JILL KRASNY,
MIT Professors: The 99% Should Shake Their Fists At The Tech Boom
',
Business Insider ''Insider'', previously named ''Business Insider'' (''BI''), is an American financial and business news website founded in 2007. Since 2015, a majority stake in ''Business Insider''s parent company Insider Inc. has been owned by the German publ ...
, 2011.11.25
Ascher Schechter,
After the Working Class, Technology is Eliminating the Middle Class
',
TheMarker ''TheMarker'' ( he, דה-מרקר) is a Hebrew-language daily business newspaper published by the Haaretz group in Israel. ''TheMarker'' was founded in 1999 by journalist and entrepreneur Guy Rolnik along with Haaretz group and U.S.-based invest ...
, 2013.01.11. Quotations and citations in this Wikipedia article are based on the translation from Hebrew to English of the TheMarker article.
Scott Timberg,
The Clerk, RIP
''
Salon.com ''Salon'' is an American politically progressive/liberal news and opinion website created in 1995. It publishes articles on U.S. politics, culture, and current events. Content and coverage ''Salon'' covers a variety of topics, including re ...
, 2011.12.18
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 The distribution of wealth is a comparison of the wealth of various members or groups in a society. It shows one aspect of economic inequality or economic heterogeneity. The distribution of wealth differs from the income distribution in that ...
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."


Recommendations

Given the advancement of technology, the authors have several recommendations for policymakers in the United States to increase economic prosperity, including: * 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 Amazon Mechanical Turk (MTurk) is a crowdsourcing website for businesses to hire remotely located "crowdworkers" to perform discrete on-demand tasks that computers are currently unable to do. It is operated under Amazon Web Services, and is owned ...
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 Fair use is a doctrine in United States law that permits limited use of copyrighted material without having to first acquire permission from the copyright holder. Fair use is one of the limitations to copyright intended to balance the interests ...


Criticism

Like
Jeremy Rifkin Jeremy Rifkin (born January 26, 1945) is an American economic and social theorist, writer, public speaker, political advisor, and activist. Rifkin is the author of 23 books about the impact of scientific and technological changes on the economy, ...
's book ''
The End of Work ''The End of Work: The Decline of the Global Labor Force and the Dawn of the Post-Market Era'' is a non-fiction book by American economist Jeremy Rifkin, published in 1995 by Putnam Publishing Group. Synopsis In 1995, Rifkin contended that worl ...
'', ''The Race against the Machine'' has been criticized for lacking credible evidence in making predictions about future job loss. Recent research suggest the invention and distribution of computers during the 1990s increased employment, rather than decreased it.J Bessen, ‘How Computer Automation Affects Occupations: Technology, jobs, and skills’ (2016
Boston University, Law & Economics WP No. 15-49
/ref>


See also

*
Technological unemployment Technological unemployment is the loss of jobs caused by technological change. It is a key type of structural unemployment. Technological change typically includes the introduction of labour-saving "mechanical-muscle" machines or more efficie ...
* ''
Automate This ''Automate This: How Algorithms Came to Rule Our World'' is a book written by Christopher Steiner and published by Penguin Group. Steiner begins his study of algorithms on Wall Street in the 1980s but also provides examples from other industries ...
'' *
Martin Ford (author) Martin Ford is a futurist and author focusing on artificial intelligence and robotics, and the impact of these technologies on the job market, economy and society. He has written four books on technology. His 2015 book, ''Rise of the Robots: Tec ...


Notes

{{reflist, 2


References

* J Bessen, ‘How Computer Automation Affects Occupations: Technology, jobs, and skills’ (2016
Boston University, Law & Economics WP No. 15-49
* E McGaughey, 'Will Robots Automate Your Job Away? Full Employment, Basic Income, and Economic Democracy' (2018
SSRN, part 2(2), 13-14


External links


Industry 4.0: the fourth industrial revolution
2011 non-fiction books Distribution of wealth Labor literature Books about the Digital Revolution Political science books Technology in society Works about automation Collaborative non-fiction books